{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "3. `IntentBridge` wraps it as a signed `CanonicalIntent` and sends to the SIMP broker"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "IntentBridge \u2192 SIMP Broker \u2192 target agent \u2192 response \u2192 LangChain"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "SIMP_BROKER_URL = os.getenv(\"SIMP_BROKER_URL\", \"http://127.0.0.1:5555\")"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "SIMP_MCP_STDIO_SERVER = os.path.join("}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "description = tool_def.get(\"description\", f\"SIMP agent tool: {name}\")"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "client = SimpMCPClient()"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "client = SimpMCPClient()"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "simp_tools = [create_simp_tool(t) for t in raw_tools]"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "all_tools = external_tools + simp_tools"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "prefix = \"\"\"You are a supervisor agent with access to SIMP network agents."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "suffix=\"\"\"Begin! Remember to use the SIMP tools when a task requires"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "\u2514\u2500 selects tool: simp_agent__planning_agent (based on \"plan\" intent)"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "IntentBridge.call_as_intent(\"simp_agent__planning_agent\", {...})"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "- **Payment**: Settled automatically via SIMP Pay. Each `tools/call` costs whatever the target agent charges per intent (typically $0.0001\u2013$0.01)."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "- **Trust scoring**: The broker rejects intents from agents with trust score < 0.3. LangChain agents calling SIMP tools inherit this protection."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "client = SimpMCPClient()"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "AutoGen Agent \u2192 MCPServer plugin \u2192 SIMP IntentBridge \u2192 SIMP Broker \u2192 target agent"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "SIMP_BROKER = os.getenv(\"SIMP_BROKER_URL\", \"http://127.0.0.1:5555\")"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "server_id: str = \"SIMP-Network\","}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "stdio_server_module: str = \"simp.mcp.stdio_server\","}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "args=[\"-m\", stdio_server_module, \"--broker\", SIMP_BROKER],"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "simp_server = create_simp_mcp_server()"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "raw_tools = simp_server.list_tools()"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "wrapper = SimpSkillWrapper(tool_def)"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "supervisor = build_autogen_agent_with_simp_skills(api_key=api_key)"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "IntentBridge wraps as signed CanonicalIntent \u2192 SIMP Broker"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "CrewAI Agent \u2192 CrewAI Tool (MCP) \u2192 SIMP MCPServer \u2192 IntentBridge \u2192 Broker \u2192 Agent"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "SIMP_BROKER = os.getenv(\"SIMP_BROKER_URL\", \"http://127.0.0.1:5555\")"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "SIMP_MCP_SERVER_COMMAND = [sys.executable, \"-m\", \"simp.mcp.stdio_server\"]"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "This tool forwards the intent to the SIMP MCP gateway, which routes"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "it through the IntentBridge to the target agent on the SIMP broker."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "description=tool_def.get(\"description\", f\"SIMP agent: {tool_def['name']}\"),"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "self._tools: List[SimpMCPTool] = []"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "self._tools = [SimpMCPTool(t) for t in raw_tools]"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "simp_conn = SimpMCPConnection()"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "simp_tools = simp_conn.connect()"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "tools=simp_tools,"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "tools=simp_tools,"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "description=\"Perform a health check on the SIMP broker and agent registry\","}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "SimpMCPTool._run(intent=\"roadmap.generate\", parameters={...})"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "Signed CanonicalIntent \u2192 SIMP Broker"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "from simp.mcp.intent_bridge import IntentBridge"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "IntentBridge.call_as_intent() \u2192 signed CanonicalIntent \u2192 SIMP Broker"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "**How it works:** The `simp_agent` package (published to PyPI) provides a high-level SDK for registering an agent on the SIMP network and exposing it as an MCP tool for other clients to consume. It handles registration, intent listening, and MCP exposure in a single class."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "External MCP call \u2192 simp_agent SDK \u2192 IntentBridge \u2192 SIMP Broker (registered)"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "# Expose self as a SimpMCPTool via IntentBridge"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "- **Payment**: Atomic per-intent settlement via SIMP Pay"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "- **IntentBridge**: `/Users/kaseymarcelle/Downloads/kashclaw (claude rebuild)/simp/simp/mcp/intent_bridge.py`"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "Part of the SIMP (Standard Intent Messaging Protocol) system."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "## Intent Types (SIMP Broker)"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "- `endpoint` \u2014 where to route intents (URL or `simp://` URI)"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "Balance is tracked in micro-SIMP (1 SIMP = 1,000,000 micro-SIMP). Set up SIMP Pay channel routing to automatically recharge when balances run low."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "parser.add_argument(\"--broker\", default=\"http://localhost:5555\", help=\"SIMP broker URL\")"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "| `simp/server/broker.py` | Added BRP imports, `brp_bridge` to constructor, `evaluate_plan()` method, auto plan review in `route_intent()`, BRP metadata in route result |"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "#   SIMP_BROKER_URL=http://127.0.0.1:5555  (broker to proxy)"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "This document outlines a phased implementation plan for integrating Bill Russell Protocol (BRP) threat detection with the SIMP Security Audit Log system. The integration will create audit hooks that capture BRP threat assessments, decisions, and observations, enriching the SIMP security audit with actionable threat intelligence while maintaining system stability and providing clear rollback paths."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "The plan respects the stop conditions by working with existing BRP and SIMP interfaces without modifying core protocols. All integration points use adapter patterns and dependency injection to maintain separation of concerns and enable clean rollback if needed."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "| `simp/agents/cowork_bridge.py` | HTTP bridge server, intent firewall, file queue, outbox watcher thread |"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "| `simp/agents/cowork_processor.py` | Inbox reader \u2014 CoWork runs this at session start to see pending intents |"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "CoWork processes at next session \u2192 writes `cowork_outbox/response_cowork-abc123.json` \u2192 OutboxWatcher thread forwards back through SIMP router \u2192 Perplexity reads as `cowork_response` intent."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "- Implemented `coordination_schema.py` using stdlib dataclasses (matching existing `simp/intent.py` style, zero new dependencies)"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "Initial SIMP ecosystem assessment. Cloned GitHub repo, read all source files, cross-referenced with BullBear/KashClaw session history. Identified 6 gaps, proposed 4 enhancements (A\u2013D). Designed CoordinationIntent schema, produced initial docs/ structure design, defined CoWork/Perplexity role division."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "| A | `simp/models/coordination_schema.py` \u2014 CoordinationIntent dataclass + JSON Schema | Implemented by CoWork (Entry 002) |"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "| Paper/live separation | \u2705 Enforced | SIMP_LIVE_TRADING_ENABLED=false |"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "export SIMP_LIVE_TRADING_ENABLED=true"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "export SIMP_LIVE_EXCHANGES=coinbase,alpaca"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "LATEST_BACKUP=$(ls -td /backup/simp_* 2>/dev/null | head -1)"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "ARCHIVE_DIR=\"/archive/simp_$(date +%Y%m)\""}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "valgrind --leak-check=full python3.10 simp/server/broker.py"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "LATEST_VALID=$(find /backup -name \"simp_*\" -type d | sort -r | while read dir; do"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "The Bill Russell Protocol (BRP) defines four core data models used for security supervision, policy gating, and audit logging across the SIMP agent network."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "# SIMP Protocol Conformance Guide"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "This document defines the conformance requirements for the SIMP protocol (Standardized Inter-agent Message Protocol). It covers broker behavior, intent delivery, routing, task tracking, orchestration, and A2A interoperability."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "SIMP (Standard Intent Messaging Protocol) is designed as \"The HTTP of Agentic AI\" \u2014 a broker-based protocol that routes typed intents between registered agents. The system enables A2A (Agent-to-Agent) compatibility, FinancialOps simulation, and uses ProjectX as the native self-maintaining kernel."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "- SIMP intents with `intent_type` in `[\"validate_trade\", \"execute_trade\", \"dry_run_trade\"]`"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "**Status:** Registered with SIMP broker. Day 4 roadmap item \"Multi-Agent Orchestration with QuantumArb\" will wire it as an active intent consumer/producer alongside BullBear signals."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "- Producer: `arb_execution_decision` intents back to simp_router"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "- `X-SIMP-API-Key` header is sent by BullBear's `send_intent_to_simp.py` but validation middleware status should be confirmed in local branch (not visible in GitHub repo)."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "- Higher-level orchestration intents dispatched through simp_router"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "- `research_request` intents from simp_router or kloutbot"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "This decision aligns with the SIMP philosophy of \"structured intent\" - all intents flow through the broker, are typed, and can be routed, logged, and audited. The A2APlan is the financial-specific instantiation of this pattern."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "The SIMP broker (`SimpBroker`) serves as the Mother Goose orchestration entrypoint. It coordinates agent communication, routes intents, and evaluates multi-step plans through the BRP supervisor layer."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "broker = SimpBroker(brp_bridge=BRPBridge())"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "**Method:** `SimpBroker.route_intent()`"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "broker = SimpBroker(brp_bridge=bridge)"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "kashclaw = KashClawSimpAgent(brp_bridge=bridge, brp_mode=\"shadow\")"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "SIMP_TIMESFM_ENABLED=true"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "SIMP_TIMESFM_SHADOW_MODE=false"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "SIMP_TIMESFM_CACHE_MAX_SERIES=100"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "SIMP_TIMESFM_CACHE_TTL_SECONDS=300"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "**Configuration:** `SIMP_TIMESFM_SHADOW_MODE=true`"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "> A2A is an adapter surface. SIMP CanonicalIntent remains the routing authority."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "The A2A compatibility layer translates between A2A protocol conventions and SIMP's"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "| SIMP intent \u2192 A2A task conversion | \u274c Missing | Map intent types to A2A task types |"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "| A2A task \u2192 SIMP intent conversion | \u274c Missing | Reverse mapping for responses |"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "# SIMP intent \u2192 A2A task"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "simp_intent = {"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "\"x-simp-intent-id\": \"intent_456\","}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "The SIMP system has a solid foundation for A2A compatibility with the existing financial A2A components. The main gap is the missing `simp/compat/` layer that provides the HTTP endpoints and protocol translation. By implementing this layer according to the A2A Core Schema, we can achieve full interoperability while maintaining backward compatibility with existing SIMP agents."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "2. **Sets live trading flags**: `SIMP_LIVE_TRADING_ENABLED=true`, `SIMP_LIVE_EXCHANGES`"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "python3 -c \"from simp.security.brp import EnhancedBillRussellProtocol; print('BRP loaded successfully')\""}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "**The Bill Russell Protocol transforms SIMP from a communication protocol into a defensive architecture for agentic AI.**"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "\ud83d\udd16 Tagged: Post-Protocol Genesis | SIMP v0.1-RC | The Language of the Bridge"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "SIMP (Standardized Inter-agent Messaging Protocol) is"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "SIMP is language as protocol,"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "This is the problem that HTTP solved for human-facing web services in the 1990s. SIMP is the HTTP/HTTPS of agentic AI \u2014 a standardized, cryptographically signed intent protocol that lets agents discover each other, communicate typed messages, and settle payments automatically. Agents that adopt SIMP stop rebuilding the wheel every time they need to talk to a peer, and instead join a network that grows more valuable with every new participant."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "The core unit of communication in SIMP is the **intent** \u2014 a typed, cryptographically signed message that carries a sender identity, a recipient address, a payload, and a timestamp. Unlike a plain HTTP POST with a JSON body, every intent carries a digital signature so the recipient can verify that the message actually came from the claimed sender and was not tampered with in transit."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "The trust score is maintained by SIMP's TrustScorer, which tracks each agent's historical behavior \u2014 uptime, intent completion rate, signature validity \u2014 and produces a reputation score that other agents can use to make routing decisions. Agents with higher trust scores appear first in discovery results, creating a market pressure for good behavior."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "## SIMP Pay: Micropayments for Intent Routing"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "SIMP includes a built-in micropayment system called SIMP Pay. Every registered agent gets a wallet pre-funded with one US dollar's worth of SIMP tokens. Agents can set per-intent pricing \u2014 for example, `$0.0001 per plan.write intent` \u2014 and the broker automatically settles payments as intents are routed."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "This enables a genuine market for agent services. A planning agent can charge for its roadmaps. A monitor agent can charge per health check. An audit agent can price compliance reviews. Agents do not need to negotiate bilateral payment channels; the broker handles the ledger. Micro-SIMP denominations (1 SIMP = 1,000,000 micro-SIMP) allow even very small payments to be economically meaningful."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "The planning agent is now discoverable by any agent on the network. When a user agent needs a roadmap, it queries the registry for `roadmap.generate`, finds `simp://planning-agent`, and sends an intent:"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "This is the same network effect that made TCP/IP dominant, that made HTTP the protocol of the web, and that made SMTP the backbone of email. The agents that join early establish the conventions; the agents that join later inherit a ready-made network of peers. The switching cost for an agent to join SIMP is near zero, and the value of membership grows with every other participant."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "The SIMP broker is running at `http://127.0.0.1:5555`. Registration takes under a second. Within minutes, your agent is discoverable by every other agent on the network, can route intents to any registered peer, and can begin earning SIMP tokens for its services."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "**Protocol spec:** See `SIMPWiki/` in the PTAI:SIMP root at `/Users/kaseymarcelle/Documents/PTAI:SIMP/SIMPWiki/`"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "This is the same JSON shape every MCP client already understands. A LangChain `Tool`, an AutoGen `MCPServer` skill, a CrewAI `BaseTool`, and a Claude Desktop tool all parse this format natively. The SIMP gateway needs no framework-specific adapter \u2014 the MCP protocol is the adapter."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "5. **Intent routing**: The stdio server wraps the call in a `CanonicalIntent`, signs it with Ed25519, and sends it to the SIMP broker."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "This is fundamentally different from hard-coded bilateral integrations. In a hard-coded model, the supervisor agent must be explicitly configured with the planning-agent's endpoint, API key, and capability manifest. In the SIMP ambient model, the supervisor agent simply says \"I need a roadmap\" and the gateway resolves the request to the best available `roadmap.generate` agent, signs and routes the intent, and settles payment \u2014 all without the supervisor needing to know anything about the network topology."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "| Service disabled (`SIMP_TIMESFM_ENABLED=false`) | `available=False`, `error=\"TimesFM disabled...\"` | Recorded with reason |"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "- [ ] Set `SIMP_TIMESFM_ENABLED=true` for production"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "- [ ] Set `SIMP_TIMESFM_SHADOW_MODE=false` for live forecasts"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "- [ ] Test service disabled mode (`SIMP_TIMESFM_ENABLED=false`)"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "| **D** `simp/models/canonical_intent.py` | Add `decision_id` to intent metadata | MEDIUM \u2014 touches core schema (protected file) | A4 |"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "This agent is part of the SIMP (Standard Intent Messaging Protocol) system."}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "1. **Service-Level Shadow Mode**: `SIMP_TIMESFM_SHADOW_MODE=true` by default"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "- `SIMP_TIMESFM_SHADOW_MODE=true` by default"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "1. Set `SIMP_TIMESFM_SHADOW_MODE=false`"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "echo \"=== SIMP System Daily Health Check ===\""}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "LATEST_BACKUP=$(ls -td /backup/simp_* 2>/dev/null | head -1)"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "PRE_DEPLOYMENT_BACKUP=\"/backup/simp_before_deployment_$(date +%Y%m%d)\""}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "BACKUP_DIR=\"/backup/simp_weekly_$(date +%Y%m%d)\""}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "ARCHIVE_DIR=\"/archive/simp_$(date +%Y%m)\""}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "simp_health = Gauge('simp_health', 'SIMP broker health (1=healthy, 0=unhealthy)')"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "simp_agents = Gauge('simp_agents', 'Number of registered agents')"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "simp_file_size = Gauge('simp_file_size_bytes', 'Size of JSONL files', ['file'])"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "simp_operations = Counter('simp_operations_total', 'Total operations', ['type'])"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "simp_health.set(1 if health.get('status') == 'healthy' else 0)"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "simp_file_size.labels(file=jsonl_file.name).set(jsonl_file.stat().st_size)"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "BACKUP_DIR=\"/backup/simp_$(date +%Y%m%d_%H%M%S)\""}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "# SIMP Protocol Deployment Guide"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "SIMP (Simple Intent Messenger Protocol) implements a **TLS 1.3-like security layer** designed specifically for agent-to-agent communication. The security architecture follows zero-trust principles and provides:"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "| **L1** | SIMP-TLS | Handshake protocol with X25519 ECDH + Ed25519 certs |"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "git clone https://github.com/simp-protocol/simp.git"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "-subj \"/C=US/ST=CA/O=SIMP/CN=broker.simp.local\""}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "server_cert = /etc/simp/tls/certs/server.cert.pem"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "server_key = /etc/simp/tls/keys/server.key.pem"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "ca_cert = /etc/simp/tls/ca/ca.cert.pem"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "ca_key = /etc/simp/tls/ca/ca.key.pem"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "crl_dir = /etc/simp/tls/crl"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "tls = SIMPTLS(broker_id=\"my-broker\")"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "common_name=\"SIMP Protocol Root CA\","}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "server_host=\"broker.simp.local\","}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "server_cert_path=\"/etc/simp/tls/certs/server.cert.pem\","}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "server_key_path=\"/etc/simp/tls/keys/server.key.pem\","}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "ca_cert_path=\"/etc/simp/tls/ca/ca.cert.pem\","}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "export SIMP_RATE_LIMIT_RATE=100   # requests per second"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "export SIMP_RATE_LIMIT_BURST=200  # burst capacity"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "dashboard = SecurityDashboard(data_dir=\"/var/log/simp/security\")"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "export SIMP_LOG_LEVEL=DEBUG"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "export SIMP_TLS_DEBUG=1"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "tls = SIMPTLS()"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "| `simp/security/simp_tls.py` | TLS 1.3-like handshake protocol | Sprint 1 |"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "*For more information, see [AGENTIC_HTTPS_SPEC.md](AGENTIC_HTTPS_SPEC.md) and the [API Reference](https://docs.simp.protocol).*"}], "agent_role": "all", "source": "core_docs"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "SIMP_API_KEY="}], "agent_role": "all", "source": "config_env"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of agent_registration.py?"}, {"role": "assistant", "content": "This is the file simp/agent_registration.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nEnhanced agent registration with verification\n\"\"\"\nimport json\nimport requests\nimport logging\nimport time\nfrom typing import Dict, Optional, List, Any\nfrom dataclasses import dataclass, field\nfrom pathlib import Path\n\nlogger = logging.getLogger(__name__)\n\n@dataclass\nclass AgentVerificationResult:\n    \"\"\"Results of agent verification.\"\"\"\n    agent_id: str\n    endpoint: str\n    reachable: bool\n    health_status: Optional[Dict] = None\n    capabilities: Optional[List[str]] = None\n    response_time_ms: Optional[float] = None\n    errors: List[str] = field(default_factory=list)\n    \n    @property\n    def passed(self) -> bool:\n        \"\"\"Check if verification passed all critical checks.\"\"\"\n        return self.reachable and self.health_status is not None\n    \n    def to_dict(self) -> Dict[str, Any]:\n        \"\"\"Convert to dictionary for serialization.\"\"\"\n        return {\n            \"agent_id\": self.agent_id,\n            \"endpoint\": self.endpoint,\n            \"reachable\": self.reachable,\n            \"health_status\": self.health_status,\n            \"capabilities\": self.capabilities,\n            \"response_time_ms\": self.response_time_ms,\n            \"errors\": self.errors,\n            \"passed\": self.passed\n        }\n\nclass AgentRegistrar:\n    \"\"\"Handles agent registration with verification.\"\"\"\n    \n    def __init__(self, broker_url: str = \"http://localhost:5555\", api_key: Optional[str] = None):\n        self.broker_url = broker_url.rstrip(\"/\")\n        self.api_key = api_key\n        self.headers = {}\n        if api_key:\n            self.headers[\"X-API-Key\"] = api_key\n    \n    def verify_agent(self, agent_id: str, endpoint: str, timeout: int = 10) -> AgentVerificationResult:\n        \"\"\"Verify an agent before registration.\"\"\"\n        \n        result = AgentVerificationResult(\n            agent_id=agent_id,\n            endpoint=endpoint,\n            reachable=False\n        )\n        \n        try:\n            # Check health endpoint\n            start_time = time.time()\n            \n            if endpoint == \"(file-based)\":\n                # File-based agent verification\n                result.reachable = True\n                result.health_status = {\"type\": \"file-based\", \"status\": \"available\"}\n                result.response_time_ms = (time.time() - start_time) * 1000\n                \n            elif endpoint == \"(compat-layer)\":\n                # Compat layer agent verification\n                result.reachable = True\n                result.health_status = {\"type\": \"compat-layer\", \"status\": \"available\"}\n                result.response_time_ms = (time.time() - start_time) * 1000\n                \n            else:\n                # HTTP-based agent verification\n                health_url = f\"{endpoint}/health\"\n                response = requests.get(health_url, timeout=timeout)\n                result.response_time_ms = (time.time() - start_time) * 1000\n                \n                if response.status_code == 200:\n                    result.reachable = True\n   \n```"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of intent.py?"}, {"role": "assistant", "content": "This is the file simp/intent.py from the SIMP codebase. Here is its content:\n\n```\nimport json\nfrom dataclasses import dataclass, field, asdict\nfrom typing import Dict, Any, Optional, List\nfrom datetime import datetime, timezone\nimport uuid\n\n\n@dataclass\nclass Agent:\n    \"\"\"Represents an agent in SIMP network\"\"\"\n    id: str\n    organization: str\n    public_key: str = \"\"\n\n\n@dataclass\nclass Attestation:\n    \"\"\"\n    A human proof attestation attached to an intent.\n\n    Produced by: Browserbase/Exa calling World ID orb SDK, Gitcoin Passport, etc.\n    Consumed by: SIMP broker (validates proof, applies fee discount).\n    \"\"\"\n    type: str             # \"world_id/human_proof\", \"gitcoin_passport\", etc.\n    proof: str            # Provider-specific proof blob (JWT, ZK proof bytes)\n    verifier: str         # \"world.org\", \"passport.gitcoin.com\", etc.\n    action_hash: str      # Hash of the intent this attests to\n    timestamp: str = field(default_factory=lambda: datetime.now(timezone.utc).isoformat())\n\n\n@dataclass\nclass Intent:\n    \"\"\"SIMP Intent - request from one agent to another\"\"\"\n    simp_version: str = \"1.0\"\n    id: str = field(default_factory=lambda: str(uuid.uuid4()))\n    timestamp: str = field(default_factory=lambda: datetime.now(timezone.utc).isoformat())\n    source_agent: Optional[Agent] = None\n    intent_type: str = \"\"\n    params: Dict[str, Any] = field(default_factory=dict)\n    signature: str = \"\"\n    attestations: List[Attestation] = field(default_factory=list)\n    human_approval_required: bool = False\n    approval_threshold: Optional[int] = None  # Micro-SIMP threshold for HiTL\n\n    def to_dict(self) -> dict:\n        \"\"\"Convert to dictionary for serialization\"\"\"\n        return {\n            \"simp_version\": self.simp_version,\n            \"id\": self.id,\n            \"timestamp\": self.timestamp,\n            \"source_agent\": {\n                \"id\": self.source_agent.id,\n                \"organization\": self.source_agent.organization,\n                \"public_key\": self.source_agent.public_key\n            } if self.source_agent else None,\n            \"intent\": {\n                \"type\": self.intent_type,\n                \"params\": self.params\n            },\n            \"signature\": self.signature,\n            \"attestations\": [\n                {\n                    \"type\": a.type,\n                    \"proof\": a.proof,\n                    \"verifier\": a.verifier,\n                    \"action_hash\": a.action_hash,\n                    \"timestamp\": a.timestamp,\n                }\n                for a in self.attestations\n            ],\n            \"human_approval_required\": self.human_approval_required,\n            \"approval_threshold\": self.approval_threshold,\n        }\n\n    def to_json(self) -> str:\n        \"\"\"Convert to JSON string\"\"\"\n        return json.dumps(self.to_dict())\n\n@dataclass\nclass SimpResponse:\n    \"\"\"Response to a SIMP intent\"\"\"\n    id: str = field(default_factory=lambda: str(uuid.uuid4()))\n    intent_id: str = \"\"\n    status: str = \"success\"  # or \"error\"\n    data: Dict[str, Any] = field(default_factory=dict)\n    error_code:\n```"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "\"\"\"SIMP Intent - request from one agent to another\"\"\""}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "simp_version: str = \"1.0\""}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "approval_threshold: Optional[int] = None  # Micro-SIMP threshold for HiTL"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "\"\"\"Response to a SIMP intent\"\"\""}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of task_ledger.py?"}, {"role": "assistant", "content": "This is the file simp/task_ledger.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nSIMP Task Ledger \u2014 Sprint 52 (DEPRECATED: renamed to intent_ledger in Sprint 61)\n\nThis module re-exports from simp.server.intent_ledger for backward compatibility.\n\"\"\"\n\nfrom simp.server.intent_ledger import (\n    LedgerConfig,\n    IntentLedger as TaskLedger,\n    INTENT_LEDGER as TASK_LEDGER,\n)\n\n__all__ = [\"LedgerConfig\", \"TaskLedger\", \"TASK_LEDGER\"]\n\n```"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "SIMP Task Ledger \u2014 Sprint 52 (DEPRECATED: renamed to intent_ledger in Sprint 61)"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "This module re-exports from simp.server.intent_ledger for backward compatibility."}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "from simp.server.intent_ledger import ("}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of config.py?"}, {"role": "assistant", "content": "This is the file simp/config.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"Legacy config location \u2014 use config.config.SimpConfig instead.\n\nThis module re-exports SimpConfig and legacy aliases so that\n``from simp.config import SimpConfig`` works.\n\"\"\"\nfrom config.config import (  # noqa: F401\n    SimpConfig,\n    Config,\n    ProductionConfig,\n    DevelopmentConfig,\n    TestingConfig,\n    config,\n)\n\n```"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of task_dispatcher.py?"}, {"role": "assistant", "content": "This is the file simp/task_dispatcher.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nSIMP Autonomous Task Dispatcher \u2014 Reads build queue, dispatches tasks.\n\nThis is the core autonomous loop that the cron_15min.sh invokes.\nIt reads pending build jobs from the queue, dispatches them to the\nappropriate subsystem, and tracks completion.\n\nCan also run as a standalone daemon: python3.10 -m simp.task_dispatcher\n\"\"\"\n\nimport json\nimport logging\nimport subprocess\nimport time\nfrom dataclasses import dataclass, asdict\nfrom datetime import datetime, timezone\nfrom pathlib import Path\nfrom typing import Dict, List, Optional, Any, Set\n\nlogger = logging.getLogger(\"SIMP.TaskDispatcher\")\n\nQUEUE_PATH = \"data/build_queue.jsonl\"\nDISPATCH_LOG = \"data/dispatch_log.jsonl\"\nMAX_CONCURRENT = 3\nHEARTBEAT_INTERVAL = 60  # seconds\n\n\n@dataclass\nclass BuildJob:\n    \"\"\"A build job from the queue.\"\"\"\n    job_id: str\n    title: str\n    description: str\n    priority: str\n    area: str\n    status: str\n    dependencies: List[str]\n    tags: List[str]\n    created_at: str\n    updated_at: str\n\n\n@dataclass\nclass DispatchRecord:\n    \"\"\"Record of a task dispatch.\"\"\"\n    job_id: str\n    status: str          # \"dispatched\", \"completed\", \"failed\", \"skipped\"\n    handler: str         # Which subsystem handled it\n    message: str\n    timestamp: str\n    duration_seconds: float = 0.0\n\n\nclass TaskDispatcher:\n    \"\"\"Autonomous task dispatcher for the build queue.\n\n    Singleton via MODULE_DISPATCHER.\n    \"\"\"\n\n    def __init__(self, queue_path: str = QUEUE_PATH):\n        self._queue_path = Path(queue_path)\n        self._dispatch_log = Path(DISPATCH_LOG)\n        self._dispatch_log.parent.mkdir(parents=True, exist_ok=True)\n        self._lock = __import__(\"threading\").RLock()\n        self._in_progress: Set[str] = set()\n        self._completed: Set[str] = set()\n\n        # Handler registry: area \u2192 handler callable\n        self._handlers: Dict[str, callable] = {}\n\n        # Register default handlers\n        self._register_default_handlers()\n\n    def _register_default_handlers(self) -> None:\n        \"\"\"Register built-in task handlers by area.\"\"\"\n        self._handlers[\"kashclaw\"] = self._handle_kashclaw\n        self._handlers[\"quantumarb\"] = self._handle_quantumarb\n        self._handlers[\"token\"] = self._handle_token\n        self._handlers[\"bullbear\"] = self._handle_bullbear\n        self._handlers[\"compliance\"] = self._handle_compliance\n        self._handlers[\"dashboard\"] = self._handle_dashboard\n        self._handlers[\"testing\"] = self._handle_testing\n\n    def register_handler(self, area: str, handler: callable) -> None:\n        \"\"\"Register a custom handler for an area.\"\"\"\n        with self._lock:\n            self._handlers[area] = handler\n\n    def get_pending_jobs(self) -> List[BuildJob]:\n        \"\"\"Get all pending build jobs, sorted by priority.\"\"\"\n        jobs: List[BuildJob] = []\n        if not self._queue_path.exists():\n            return jobs\n\n        with open(self._queue_path) as f:\n            for line in f:\n                line = line.strip()\n                if not line:\n      \n```"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "logger = logging.getLogger(\"SIMP.TaskDispatcher\")"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of agentic_https.py?"}, {"role": "assistant", "content": "This is the file simp/agentic_https.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nSIMP Agentic HTTPS\n\nCanonical request/response wrappers for native SIMP agent invocation.\nThis keeps the core contract typed and local while remaining easy to expose\nover broker HTTP, mesh, or direct in-process execution.\n\"\"\"\nfrom __future__ import annotations\n\nfrom dataclasses import asdict, dataclass, field\nfrom typing import Any, Dict, List, Optional\n\nfrom simp.models.canonical_intent import CanonicalIntent\n\n\n@dataclass\nclass AgentIdentity:\n    \"\"\"Identity payload for agent registration and trust verification.\"\"\"\n    agent_id: str\n    public_key: str\n    endpoint: str\n    trust_state: str = \"unverified\"\n    metadata: Optional[Dict[str, Any]] = None\n\n    def to_dict(self) -> Dict[str, Any]:\n        d = asdict(self)\n        if self.metadata:\n            d[\"metadata\"] = self.metadata\n        return d\n\n\n@dataclass\nclass AgenticIntentRequest:\n    \"\"\"Canonical intent envelope for native agent invocation over HTTPS.\"\"\"\n    intent: CanonicalIntent\n    identity: AgentIdentity\n    transport: str = \"https\"\n    invocation_mode: str = \"native\"\n    expect_stream: bool = False\n    ttl_seconds: int = 300\n    trace_id: Optional[str] = None\n    correlation_id: Optional[str] = None\n    metadata: Optional[Dict[str, Any]] = None\n\n    def to_broker_payload(self) -> Dict[str, Any]:\n        return asdict(self)\n\n    @classmethod\n    def from_dict(cls, data: Dict[str, Any]) -> \"AgenticIntentRequest\":\n        identity_data = data.get(\"identity\", {})\n        intent_data = data.get(\"intent\", {})\n        return cls(\n            intent=CanonicalIntent.from_dict(intent_data) if intent_data else CanonicalIntent(\n                intent_type=data.get(\"intent_type\", \"unknown\"),\n                task_id=data.get(\"task_id\", \"\"),\n                actor=data.get(\"identity\", {}).get(\"agent_id\", \"unknown\"),\n            ),\n            identity=AgentIdentity(\n                agent_id=identity_data.get(\"agent_id\", \"\"),\n                public_key=identity_data.get(\"public_key\", \"\"),\n                endpoint=identity_data.get(\"endpoint\", \"\"),\n                trust_state=identity_data.get(\"trust_state\", \"unverified\"),\n            ),\n            transport=data.get(\"transport\", \"https\"),\n            invocation_mode=data.get(\"invocation_mode\", \"native\"),\n            expect_stream=data.get(\"expect_stream\", False),\n            ttl_seconds=data.get(\"ttl_seconds\", 300),\n            trace_id=data.get(\"trace_id\"),\n            correlation_id=data.get(\"correlation_id\"),\n            metadata=data.get(\"metadata\"),\n        )\n\n\n@dataclass\nclass AgenticIntentResponse:\n    \"\"\"Canonical response from agent invocation.\"\"\"\n    status: str\n    success: bool\n    intent_id: Optional[str] = None\n    target_agent: Optional[str] = None\n    task_id: Optional[str] = None\n    error_code: Optional[str] = None\n    error_message: Optional[str] = None\n    delivery_status: Optional[str] = None\n    delivery_method: Optional[str] = None\n    invocation_mode: Optional[str] = None\n    trace_id: Optional[str] = None\n    correla\n```"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "from simp.models.canonical_intent import CanonicalIntent"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of security_core.py?"}, {"role": "assistant", "content": "This is the file simp/security_core.py from the SIMP codebase. Here is its content:\n\n```\n#!/usr/bin/env python3\n\"\"\"\nSecurity utilities for SIMP agents.\n\nProvides:\n- SlidingWindowRateLimiter: Token-bucket style rate limiting\n- IdempotencyJournal: Prevents duplicate processing\n- Input validation helpers\n\"\"\"\n\nfrom __future__ import annotations\n\nimport hashlib\nimport json\nimport logging\nimport os\nimport re\nimport time\nfrom collections import deque\nfrom datetime import datetime, timedelta\nfrom pathlib import Path\nfrom typing import Any, Dict, List, Optional, Tuple\n\n# ---------------------------------------------------------------------------\n# Logging\n# ---------------------------------------------------------------------------\n\nlog = logging.getLogger(__name__)\n\n# ---------------------------------------------------------------------------\n# Environment-based defaults\n# ---------------------------------------------------------------------------\n\nRATE_LIMIT_WINDOW = int(os.environ.get(\"RATE_LIMIT_WINDOW\", \"3600\"))\nRATE_LIMIT_MAX = int(os.environ.get(\"RATE_LIMIT_MAX\", \"50\"))\nIDEMPOTENCY_TTL = int(os.environ.get(\"IDEMPOTENCY_TTL\", \"24\"))\n\n\n# ---------------------------------------------------------------------------\n# Sliding Window Rate Limiter\n# ---------------------------------------------------------------------------\n\nclass SlidingWindowRateLimiter:\n    \"\"\"\n    Sliding window rate limiter for external API calls.\n\n    Tracks timestamps of calls in a deque and expires entries older than\n    window_seconds. Allows max_calls within each window.\n\n    Usage:\n        limiter = SlidingWindowRateLimiter(max_calls=50, window_seconds=3600)\n        if limiter.can_proceed():\n            make_api_call()\n            limiter.record_call()\n        else:\n            limiter.wait_if_needed()\n    \"\"\"\n\n    def __init__(self, max_calls: int = RATE_LIMIT_MAX, window_seconds: int = RATE_LIMIT_WINDOW):\n        \"\"\"\n        Initialize the rate limiter.\n\n        Args:\n            max_calls: Maximum calls allowed per window.\n            window_seconds: Window size in seconds.\n        \"\"\"\n        self.max_calls = max_calls\n        self.window_seconds = window_seconds\n        self.calls: deque[float] = deque()\n\n    def can_proceed(self) -> bool:\n        \"\"\"Check if a new call can proceed without rate limiting.\"\"\"\n        now = time.time()\n        # Remove expired entries\n        while self.calls and now - self.calls[0] > self.window_seconds:\n            self.calls.popleft()\n        return len(self.calls) < self.max_calls\n\n    def record_call(self) -> None:\n        \"\"\"Record a call timestamp.\"\"\"\n        self.calls.append(time.time())\n\n    def wait_if_needed(self) -> None:\n        \"\"\"Block until a call can proceed (if currently rate limited).\"\"\"\n        if self.can_proceed():\n            return\n        # Sleep until the oldest call expires\n        sleep_time = self.window_seconds - (time.time() - self.calls[0])\n        if sleep_time > 0:\n            log.warning(\"Rate limited, sleeping for %.1f seconds\", sleep_time)\n            time.sleep(sleep_time)\n        # Clean up \n```"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "\"List-Unsubscribe\": \"<mailto:unsubscribe@simpsimp.com?subject=Unsubscribe>\","}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "def build_canspam_headers(from_name: str = \"SIMP\", from_email: str = \"support@simpsimp.com\") -> Dict[str, str]:"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of revenue_pipeline.py?"}, {"role": "assistant", "content": "This is the file simp/revenue_pipeline.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nSIMP Revenue Pipeline \u2014 Autonomous profit \u2192 token injection.\n\nThis module is the bridge between:\n  1. QuantumArb TradeExecutor (profit generation)\n  2. SIMP MeshToken (revenue injection)\n  3. TokenDistributor (reward distribution)\n\nRun as a cron job or call revenue_pipeline.cycle() periodically.\n\"\"\"\n\nimport json\nimport logging\nfrom dataclasses import dataclass, asdict\nfrom datetime import datetime, timezone\nfrom pathlib import Path\nfrom typing import Dict, Optional, Any, List\n\nfrom simp.organs.quantumarb.pnl_ledger import MODULE_LEDGER\nfrom simp.mesh_token import MeshTokenEngine\n\n# Module-level engine singleton\n_ENGINE = MeshTokenEngine()\n\nlogger = logging.getLogger(\"SIMP.RevenuePipeline\")\n\n\n@dataclass\nclass RevenueCycleReport:\n    \"\"\"Report from one revenue cycle execution.\"\"\"\n    cycle_id: str\n    timestamp: str\n    pnl_before: float\n    pnl_after: float\n    profits_injected: int\n    revenue_injected: int\n    fee_pool_before: int\n    fee_pool_after: int\n    trades_since_last: int\n    status: str  # \"success\", \"no_profits\", \"error\"\n\n\nclass RevenuePipeline:\n    \"\"\"Bridge between QuantumArb P&L and SIMP token revenue.\n\n    Singleton via MODULE_PIPELINE.\n    \"\"\"\n\n    def __init__(self):\n        self._lock = __import__(\"threading\").RLock()\n        self._cycle_log = Path(\"data/revenue_cycles.jsonl\")\n        self._cycle_log.parent.mkdir(parents=True, exist_ok=True)\n        self._last_pnl: float = 0.0\n        self._injection_multiplier: int = 1000  # 1000 tokens per $1 profit\n        self._revenue_split: float = 0.5  # 50% to revenue, 50% to fee pool\n\n    def run_cycle(self, dry_run: bool = True) -> RevenueCycleReport:\n        \"\"\"Run one revenue cycle: check P&L \u2192 inject \u2192 distribute.\n\n        Args:\n            dry_run: If True, simulate without actually injecting.\n\n        Returns:\n            RevenueCycleReport with results.\n        \"\"\"\n        from datetime import datetime as dt\n        from uuid import uuid4\n\n        cycle_id = f\"rev_{uuid4().hex[:12]}\"\n        timestamp = dt.now(timezone.utc).isoformat()\n\n        with self._lock:\n            try:\n                engine = _ENGINE\n                current_pnl = MODULE_LEDGER.get_total_realized_pnl()\n                pnl_delta = current_pnl - self._last_pnl\n\n                trades = MODULE_LEDGER.get_realized_trades()\n                recent_trades = len(trades)\n                if self._last_pnl > 0:\n                    # Count trades since last cycle\n                    last_cycle = self._get_last_cycle_timestamp()\n                    if last_cycle:\n                        recent_trades = len([\n                            t for t in trades\n                            if t.timestamp > last_cycle\n                        ])\n\n                fee_pool_before = (\n                    engine.get_fee_pool()\n                    if hasattr(engine, \"get_fee_pool\")\n                    else 0\n                )\n\n                if pnl_delta <= 0:\n                    report = RevenueCycleReport(\n                  \n```"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "logger = logging.getLogger(\"SIMP.RevenuePipeline\")"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of agent_lifecycle.py?"}, {"role": "assistant", "content": "This is the file simp/agent_lifecycle.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nSIMP Agent Lifecycle \u2014 Autonomous agent manager.\n\nKeeps registered agents alive, restarts dead ones, manages broker health,\nand escalates issues that can't be auto-resolved.\n\nRuns as part of cron_minute.sh for continuous monitoring.\n\"\"\"\n\nimport json\nimport logging\nimport subprocess\nimport time\nfrom dataclasses import dataclass, asdict\nfrom datetime import datetime, timezone\nfrom pathlib import Path\nfrom typing import Dict, List, Optional, Any\nfrom urllib.request import urlopen, Request\nfrom urllib.error import URLError\n\nlogger = logging.getLogger(\"SIMP.Lifecycle\")\n\nBROKER_URL = \"http://127.0.0.1:5555\"\nBROKER_START_CMD = [\"python3.10\", \"-m\", \"simp.server.http_server\"]\n\n\n@dataclass\nclass AgentSpec:\n    \"\"\"Specification for a managed agent process.\"\"\"\n    agent_id: str\n    start_cmd: List[str]\n    health_endpoint: str = \"\"\n    health_timeout: float = 5.0\n    restart_delay: float = 2.0\n    max_restarts_per_hour: int = 3\n\n\n@dataclass\nclass LifecycleEvent:\n    \"\"\"Record of a lifecycle event (start, stop, restart, failure).\"\"\"\n    agent_id: str\n    event_type: str       # \"start\", \"stop\", \"restart\", \"heartbeat_miss\", \"crash\"\n    message: str\n    timestamp: str\n    metadata: Dict[str, Any] = None\n\n    def __post_init__(self):\n        if self.metadata is None:\n            self.metadata = {}\n\n\n# \u2500\u2500 Built-in agent specifications \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\nDEFAULT_AGENTS: Dict[str, AgentSpec] = {\n    \"broker\": AgentSpec(\n        agent_id=\"broker\",\n        start_cmd=[\"python3.10\", \"-m\", \"simp.server.http_server\"],\n        health_endpoint=f\"{BROKER_URL}/health\",\n        max_restarts_per_hour=5,\n    ),\n    \"kashclaw_gemma\": AgentSpec(\n        agent_id=\"kashclaw_gemma\",\n        start_cmd=[\"python3.10\", \"start_kashclaw_agent.py\"],\n        health_endpoint=f\"{BROKER_URL}/agents/kashclaw_gemma\",\n    ),\n    \"quantumarb\": AgentSpec(\n        agent_id=\"quantumarb\",\n        start_cmd=[\"python3.10\", \"start_quantumarb_agent.py\"],\n        health_endpoint=f\"{BROKER_URL}/agents/quantumarb\",\n    ),\n}\n\n\nclass AgentLifecycleManager:\n    \"\"\"Manages agent process lifecycle with auto-restart and escalation.\n\n    Singleton via MODULE_LIFECYCLE.\n    \"\"\"\n\n    def __init__(\n        self,\n        agents: Optional[Dict[str, AgentSpec]] = None,\n        simp_dir: Optional[str] = None,\n        log_dir: Optional[str] = None,\n    ):\n        self._agents = agents or dict(DEFAULT_AGENTS)\n        self._simp_dir = Path(simp_dir or \"/Users/kaseymarcelle/Downloads/kashclaw (claude rebuild)/simp\")\n        self._log_dir = Path(log_dir or str(self._simp_dir / \"logs\"))\n        self._log_dir.mkdir(parents=True, exist_ok=True)\n        self._lock = __import__(\"threading\").RLock()\n\n        # Runtime state\n        self._restart_counts: Dict[str, List[float]] = {}  # agent_id \u2192 timestamps\n        self._processes: Dict[str, Optional[int]] = {}      # agent_id \u2192 pid or None\n        self._event_log = self._log_dir / \"lifecycle_events.jsonl\"\n\n    def check_agent(self, agent_id: str) -> Dict[str, Any]:\n\n```"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "logger = logging.getLogger(\"SIMP.Lifecycle\")"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "BROKER_START_CMD = [\"python3.10\", \"-m\", \"simp.server.http_server\"]"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "start_cmd=[\"python3.10\", \"-m\", \"simp.server.http_server\"],"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "simp_dir: Optional[str] = None,"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "self._simp_dir = Path(simp_dir or \"/Users/kaseymarcelle/Downloads/kashclaw (claude rebuild)/simp\")"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "self._log_dir = Path(log_dir or str(self._simp_dir / \"logs\"))"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "req = Request(endpoint, headers={\"User-Agent\": \"SIMP-Lifecycle/1.0\"})"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "cwd=str(self._simp_dir),"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of gate4_inbox_consumer.py?"}, {"role": "assistant", "content": "This is the file simp/gate4_inbox_consumer.py from the SIMP codebase. Here is its content:\n\n```\n#!/usr/bin/env python3.10\n\"\"\"\ngate4_inbox_consumer.py\n-----------------------\nReads quantum_signal_*.json files from data/inboxes/gate4_real/\nand places real Coinbase Advanced Trade market orders.\n\nRespects config/gate4_scaled_microscopic_live.json for:\n  - API credentials\n  - position sizing (min/max notional)\n  - circuit breakers (max hourly/daily trades, max consecutive losses)\n  - trading hours\n\nFiles are moved to _processed/ on success, _failed/ on error,\nso nothing is ever double-traded.\n\nUsage:\n    python3.10 gate4_inbox_consumer.py              # live\n    python3.10 gate4_inbox_consumer.py --dry-run    # log only, no orders\n    python3.10 gate4_inbox_consumer.py --once       # drain inbox once and exit\n\"\"\"\n\nfrom __future__ import annotations\n\nimport argparse\nimport json\nimport logging\nimport os\nimport re\nimport shutil\nimport signal\nimport urllib.error\nimport urllib.request\nimport sys\nimport time\nimport uuid\nfrom datetime import datetime, timezone\nfrom pathlib import Path\nfrom typing import Any\n\n# --- Coinbase SDK -----------------------------------------------------------\n# We prefer the official coinbase-advanced-py SDK. It's pure-python and\n# handles CDP JWT auth for us.\ntry:\n    from coinbase.rest import RESTClient  # type: ignore\nexcept ImportError:\n    if __name__ == \"__main__\":\n        print(\n            \"[fatal] coinbase-advanced-py is not installed in this venv.\\n\"\n            \"        Install it with:\\n\"\n            \"        ./venv_gate4/bin/pip install coinbase-advanced-py\\n\",\n            file=sys.stderr,\n        )\n        sys.exit(2)\n    RESTClient = None  # type: ignore\n\nfrom simp.exchange import CoinbaseOperationError, ResilientCoinbaseClient\nfrom simp.memory import Episode, SystemMemoryStore, load_active_system_policies\nfrom simp.policies.trading_policy import check_trade_allowed, PolicyViolation\nfrom simp.security.risk_policy import (\n    RiskGateEvaluator,\n    RiskGatePolicy,\n    get_risk_policy_manager,\n)\n\n# --- paths ------------------------------------------------------------------\nREPO = Path(__file__).resolve().parent\nINBOX = REPO / \"data\" / \"inboxes\" / \"gate4_real\"\nPROCESSED = INBOX / \"_processed\"\nFAILED = INBOX / \"_failed\"\nSTATE_FILE = REPO / \"data\" / \"gate4_consumer_state.json\"\nLOG_DIR = REPO / \"logs\"\nLOG_DIR.mkdir(parents=True, exist_ok=True)\nTRADE_LOG = LOG_DIR / \"gate4_trades.jsonl\"\nPNL_LEDGER = REPO / \"data\" / \"phase4_pnl_ledger.jsonl\"\nCONFIG_PATH = REPO / \"config\" / \"live_production_config.json\"\nBROKER_URL = os.environ.get(\"SIMP_BROKER_URL\", \"http://127.0.0.1:5555\").rstrip(\"/\")\nTRADE_RESULT_CHANNEL = \"trade_updates\"\nTRADE_RESULT_RECIPIENTS = (\"projectx_quantum_advisor\", \"projectx_native\")\nSYSTEM_MEMORY_STORE = SystemMemoryStore()\n\n# --- logging ----------------------------------------------------------------\nlogging.basicConfig(\n    level=logging.INFO,\n    format=\"%(asctime)s [gate4] %(levelname)s %(message)s\",\n    handlers=[\n        logging.StreamHandler(sys.stdout),\n        logging.FileHandler(LOG_DIR / \"gat\n```"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "BROKER_URL = os.environ.get(\"SIMP_BROKER_URL\", \"http://127.0.0.1:5555\").rstrip(\"/\")"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "_exchange_name = \"coinbase_paper\" if os.environ.get(\"SIMP_LIVE_TRADING_ENABLED\", \"\").lower() != \"true\" else \"coinbase\""}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of __init__.py?"}, {"role": "assistant", "content": "This is the file simp/__init__.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"SIMP Protocol \u2014 Standardized Intent Messaging Protocol.\"\"\"\n\n__version__ = \"0.4.1\"\n\n```"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "\"\"\"SIMP Protocol \u2014 Standardized Intent Messaging Protocol.\"\"\""}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of eval_suite.py?"}, {"role": "assistant", "content": "This is the file simp/eval_suite.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nSIMP Evaluation Dataset Runner \u2014 eval_suite\n\nLoads datasets of test intents, routes them through the SIMP broker (HTTP API or\nfile-based), collects responses, and scores them using configurable evaluators.\n\nSupports:\n  - EvaluationDataset / EvalResult / EvalReport dataclasses\n  - JSON/JSONL dataset loading from data/eval_datasets/\n  - Broker HTTP API routing or offline file-based routing\n  - Pass/fail, score-based, and LLM-as-judge stub evaluators\n  - Append-only JSONL results persistence in data/eval_results.jsonl\n  - Module-level singleton via get_eval_suite()\n  - CLI entry point when run as ``__main__``\n\"\"\"\n\nfrom __future__ import annotations\n\nimport json\nimport logging\nimport random\nimport threading\nimport time\nimport uuid\nfrom dataclasses import dataclass, field, asdict\nfrom datetime import datetime, timezone\nfrom pathlib import Path\nfrom typing import Any, Callable, Dict, List, Optional, Tuple\n\nlogger = logging.getLogger(__name__)\n\n# \u2500\u2500 Paths \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\n_DATASETS_DIR = Path(\"data/eval_datasets\")\n_RESULTS_PATH = Path(\"data/eval_results.jsonl\")\n_EVAL_LOCK = threading.Lock()\n\n# \u2500\u2500 Data models \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\n\n@dataclass\nclass EvaluationDataset:\n    \"\"\"A named collection of test intents for evaluation.\"\"\"\n\n    name: str\n    description: str\n    intents: List[Dict[str, Any]]\n    expected_results: Optional[Dict[str, Any]] = None\n\n    def __post_init__(self) -> None:\n        if not self.name:\n            raise ValueError(\"EvaluationDataset.name must be non-empty\")\n        if not self.intents:\n            raise ValueError(\"EvaluationDataset.intents must be non-empty\")\n\n\n@dataclass\nclass EvalResult:\n    \"\"\"Outcome of evaluating a single intent.\"\"\"\n\n    intent_id: str\n    passed: bool\n    score: float\n    latency_ms: float\n    errors: List[str] = field(default_factory=list)\n    metadata: Dict[str, Any] = field(default_factory=dict)\n\n    def to_dict(self) -> Dict[str, Any]:\n        return asdict(self)\n\n    @classmethod\n    def from_dict(cls, data: Dict[str, Any]) -> EvalResult:\n        return cls(**data)\n\n\n@dataclass\nclass EvalReport:\n    \"\"\"Aggregate statistics from a full evaluation run.\"\"\"\n\n    suite_name: str\n    total: int\n    passed: int\n    failed: int\n    avg_score: float\n    avg_latency: float\n    results: List[EvalResult] = field(default_factory=list)\n\n    @property\n    def pass_rate(self) -> float:\n        return self.passed / self.total if self.total > 0 else 0.0\n\n    def to_dict(self) -> Dict[str, Any]:\n        return {\n            \"suite_name\": self.suite_name,\n            \"total\": self.total,\n            \"passed\": self.passed,\n            \"failed\": self.failed,\n            \"pass_rate\": self.pass_rate,\n            \"avg_score\": self.avg_score,\n            \"avg_latency\": self.avg_latency,\n            \"results\": [r.to_dict() for r in self.results],\n        }\n\n    @classmethod\n    def from_dict(cls, data: Dict[str, Any]) -> EvalRe\n```"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "Loads datasets of test intents, routes them through the SIMP broker (HTTP API or"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "\"\"\"Routes intents to the SIMP broker or runs them offline."}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of native_tools.py?"}, {"role": "assistant", "content": "This is the file simp/native_tools.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nNative Tools registry \u2014 SIMP's built-in tool definitions and the @native_tool decorator.\n\"\"\"\nfrom __future__ import annotations\n\nimport inspect\nimport logging\nimport threading\nfrom dataclasses import asdict, dataclass, field\nfrom typing import Any, Callable, ClassVar, Dict, List, Optional, Set\n\nlogger = logging.getLogger(\"simp.native_tools\")\n\nNATIVE_TOOL_REGISTRIES: ClassVar[Dict[str, \"NativeToolRegistry\"]] = {}\n\n_REGISTRY_LOCK = threading.RLock()\n\n\n@dataclass\nclass ToolParameter:\n    name: str\n    type: str\n    description: str = \"\"\n    required: bool = True\n    default: Any = None\n\n    def to_json_schema_property(self) -> Dict[str, Any]:\n        prop = {\"type\": self.type}\n        if self.description:\n            prop[\"description\"] = self.description\n        if self.default is not None:\n            prop[\"default\"] = self.default\n        return prop\n\n\n@dataclass\nclass ToolExample:\n    input_args: Dict[str, Any] = field(default_factory=dict)\n    output: Any = None\n\n\n@dataclass\nclass SimpTool:\n    name: str\n    description: str\n    input_schema: Dict[str, Any] = field(default_factory=dict)\n    handler: Optional[Callable[..., Any]] = None\n    parameters: List[ToolParameter] = field(default_factory=list)\n    examples: List[ToolExample] = field(default_factory=list)\n    intent_type: str = \"\"\n    routing_hint: str = \"auto\"\n    brp_sensitivity: str = \"normal\"\n    cost_per_call: float = 0.0\n    timeout_seconds: int = 30\n    security_level: str = \"signed\"\n    mesh_preferred: bool = False\n    cache_ttl: int = 0\n\n    @classmethod\n    def from_function(\n        cls,\n        func: Callable[..., Any],\n        name: str = \"\",\n        description: str = \"\",\n        intent_type: str = \"\",\n    ) -> \"SimpTool\":\n        sig = inspect.signature(func)\n        params = []\n        for pname, p in sig.parameters.items():\n            ann = p.annotation.__name__ if hasattr(p.annotation, \"__name__\") else \"Any\"\n            params.append(ToolParameter(\n                name=pname,\n                type=ann,\n                required=(p.default is inspect.Parameter.empty),\n                default=(p.default if p.default is not inspect.Parameter.empty else None),\n            ))\n        schema = {\n            \"type\": \"object\",\n            \"properties\": {p.name: p.to_json_schema_property() for p in params},\n            \"required\": [p.name for p in params if p.required],\n        }\n        if not description:\n            description = func.__doc__ or f\"{name or func.__name__} tool\"\n        return cls(\n            name=name or func.__name__,\n            description=description,\n            input_schema=schema,\n            handler=func,\n            parameters=params,\n            intent_type=intent_type,\n        )\n\n    def simp_intent_type(self) -> str:\n        return self.intent_type or f\"native.{self.name}\"\n\n    def simp_routing_hint(self) -> str:\n        return self.routing_hint\n\n    def simp_brp_sensitivity(self) -> str:\n        return self.brp_sensitivity\n\n    def simp_cost_per\n```"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "logger = logging.getLogger(\"simp.native_tools\")"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "def simp_intent_type(self) -> str:"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "\"intent_type\": self.simp_intent_type(),"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "d[\"simp_metadata\"] = self.to_simp_metadata()"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "self._tools: Dict[str, SimpTool] = {}"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "tool = SimpTool.from_function("}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of post_quantum.py?"}, {"role": "assistant", "content": "This is the file simp/post_quantum.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nPost-Quantum Crypto Extension for SimpCrypto\n\nAdds Falcon, CRYSTALS-Dilithium, and SPHINCS+ as configurable\nsignature schemes alongside Ed25519.\n\nNIST standardised these three in August 2024.  The ``pqc`` library\n(pip install pqc) provides pure-Python implementations.\n\nThis extension adds a ``SIGNATURE_SCHEMES`` registry to ``SimpCrypto``\nthat can be configured per-agent or auto-selected by BRP threat score.\n\nUsage::\n\n    from simp.crypto import SimpCrypto\n    from simp.crypto.post_quantum import PostQuantumSigner\n\n    crypto = SimpCrypto()\n    # Default: Ed25519\n    sig = crypto.sign_intent(intent)\n\n    # Post-quantum: Falcon\n    crypto.set_signature_scheme(\"falcon\")\n    sig_pq = crypto.sign_intent(intent)\n\n    # Auto-select by threat score (from BRP)\n    crypto.set_adaptive_signing(True, threat_score=0.7)\n    # threat > 0.6 \u2192 Falcon; threat > 0.8 \u2192 Dilithium\n\"\"\"\n\nfrom __future__ import annotations\n\nimport hashlib\nimport json\nimport logging\nimport os\nimport time\nfrom dataclasses import dataclass, field\nfrom typing import Any, Callable, Dict, List, Optional, Tuple\n\nlog = logging.getLogger(\"post_quantum_crypto\")\n\n\n# ---------------------------------------------------------------------------\n# Abstract signer interface\n# ---------------------------------------------------------------------------\n\nclass SignerABC:\n    \"\"\"Abstract base for a signature scheme.\"\"\"\n    name: str = \"\"\n    key_size_bytes: int = 0\n    signature_size_bytes: int = 0\n    verification_ops_per_second: float = 0.0  # approximate\n\n    def generate_keypair(self) -> Tuple[bytes, bytes]:\n        \"\"\"Return (private_key, public_key).\"\"\"\n        raise NotImplementedError\n\n    def sign(self, message: bytes, private_key: bytes) -> bytes:\n        raise NotImplementedError\n\n    def verify(self, message: bytes, signature: bytes, public_key: bytes) -> bool:\n        raise NotImplementedError\n\n\n# ---------------------------------------------------------------------------\n# Ed25519 signer (default, existing)\n# ---------------------------------------------------------------------------\n\nclass Ed25519Signer(SignerABC):\n    \"\"\"Wrapper around the existing Ed25519 implementation.\"\"\"\n    name = \"ed25519\"\n    key_size_bytes = 32\n    signature_size_bytes = 64\n    verification_ops_per_second = 70000.0\n\n    def generate_keypair(self) -> Tuple[bytes, bytes]:\n        from cryptography.hazmat.primitives.asymmetric.ed25519 import Ed25519PrivateKey\n        key = Ed25519PrivateKey.generate()\n        return (key.private_bytes_raw(), key.public_key().public_bytes_raw())\n\n    def sign(self, message: bytes, private_key: bytes) -> bytes:\n        from cryptography.hazmat.primitives.asymmetric.ed25519 import Ed25519PrivateKey\n        key = Ed25519PrivateKey.from_private_bytes(private_key)\n        return key.sign(message)\n\n    def verify(self, message: bytes, signature: bytes, public_key: bytes) -> bool:\n        from cryptography.hazmat.primitives.asymmetric.ed25519 import Ed25519PublicKey\n        try:\n           \n```"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "crypto = SimpCrypto()"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of crypto.py?"}, {"role": "assistant", "content": "This is the file simp/crypto.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nSIMP Cryptographic utilities.\n\nUses PyNaCl (libsodium) for Ed25519 signing \u2014 cryptography's Ed25519 wrapper\nis broken on OpenSSL 4.0.0 (Apple Silicon / dev builds).\n\"\"\"\nimport base64\nimport hashlib\nimport hmac\nimport json\nimport logging\n\nimport nacl.bindings\nimport nacl.exceptions\nimport nacl.signing\n\nlogger = logging.getLogger(\"SIMP.Crypto\")\n\n\nclass SimpCrypto:\n    \"\"\"Cryptographic utilities for SIMP using Ed25519 via PyNaCl.\"\"\"\n\n    @staticmethod\n    def generate_keypair() -> tuple[bytes, bytes]:\n        \"\"\"Generate Ed25519 keypair. Returns (private_key_bytes, public_key_bytes).\n\n        Private key is 32 raw seed bytes (libsodium-compatible).\n        Public key is 32 raw bytes matching IETF RFC 8032.\n        \"\"\"\n        sk = nacl.signing.SigningKey.generate()\n        return bytes(sk), bytes(sk.verify_key)\n\n    @staticmethod\n    def seed_to_keypair(seed: bytes) -> tuple[bytes, bytes]:\n        \"\"\"Derive Ed25519 keypair from a 32-byte seed.\n\n        Useful for deterministic key generation.\n        \"\"\"\n        if len(seed) != 32:\n            raise ValueError(\"Seed must be exactly 32 bytes\")\n        sk = nacl.signing.SigningKey(seed)\n        return bytes(sk), bytes(sk.verify_key)\n\n    @staticmethod\n    def sign_intent(intent_dict: dict, private_key_bytes: bytes) -> str:\n        \"\"\"Sign an intent dict using Ed25519. Returns base64-encoded signature.\n\n        Signs the canonical JSON bytes directly \u2014 NOT a hash of the content.\n        This avoids the double-hashing vulnerability (padding oracle attack risk).\n        \"\"\"\n        sk = nacl.signing.SigningKey(private_key_bytes)\n        canonical = json.dumps(intent_dict, sort_keys=True, separators=(',', ':')).encode()\n        signed = sk.sign(canonical)\n        return base64.b64encode(signed.signature).decode()\n\n    @staticmethod\n    def sign_intent_v2(intent_dict: dict, private_key_bytes: bytes) -> str:\n        \"\"\"Sign an intent dict using Ed25519. Returns base64-encoded signature.\n\n        .. deprecated::\n            Identical to :meth:`sign_intent` \u2014 exists for backward compatibility only.\n            Will be removed in a future release.\n        \"\"\"\n        return SimpCrypto.sign_intent(intent_dict, private_key_bytes)\n\n    @staticmethod\n    def verify_signature(intent_dict: dict, signature: str, public_key_bytes: bytes) -> bool:\n        \"\"\"Verify an Ed25519 signature over an intent dict.\n\n        Verifies against canonical JSON bytes \u2014 matches sign_intent behavior.\n        \"\"\"\n        try:\n            vk = nacl.signing.VerifyKey(public_key_bytes)\n            canonical = json.dumps(intent_dict, sort_keys=True, separators=(',', ':')).encode()\n            vk.verify(canonical, base64.b64decode(signature))\n            return True\n        except nacl.exceptions.BadSignatureError:\n            return False\n        except Exception:\n            logger.exception(\"Unexpected verification error\")\n            return False\n\n    @staticmethod\n    def compute_hmac(data: bytes, key: bytes) -> str:\n        \"\"\"Comp\n```"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "logger = logging.getLogger(\"SIMP.Crypto\")"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "return SimpCrypto.sign_intent(intent_dict, private_key_bytes)"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of mesh_crypto.py?"}, {"role": "assistant", "content": "This is the file simp/mesh_crypto.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nSIMP Mesh Cryptography \u2014 Agent-to-Agent & Broker-Signed Messages\n\nExtends simp/crypto.py with:\n- Ed25519-signed intents with chain-of-trust\n- X25519 ephemeral key exchange for payload encryption\n- Broker-signed responses (agents verify broker identity)\n- Key rotation with revocation\n- Session-level message authentication codes (MACs)\n- Replay-resistant nonce tracking via persistent store\n\"\"\"\nimport base64\nimport json\nimport logging\nimport os\nimport threading\nimport time\nfrom dataclasses import dataclass, field, asdict\nfrom datetime import datetime, timezone\nfrom pathlib import Path\nfrom typing import Dict, List, Optional, Tuple, Any\n\nimport nacl.bindings\nimport nacl.exceptions\nimport nacl.signing\nimport nacl.hash\nimport nacl.secret\nimport nacl.utils\n\nlogger = logging.getLogger(\"SIMP.MeshCrypto\")\n\n# \u2500\u2500 Constants \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\nSIGNATURE_SCHEME = \"Ed25519\"\nENCRYPTION_SCHEME = \"X25519XSalsa20Poly1305\"\nHASH_SCHEME = \"SHA-512\"\nPROTOCOL_VERSION = \"simp-crypto-v1\"\nNONCE_STORE_PATH = \"data/nonce_store.json\"\nKEY_ROTATION_INTERVAL = 86400 * 90  # 90 days\n\n# \u2500\u2500 Data Structures \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\n@dataclass\nclass SignedMessage:\n    \"\"\"A message signed by an agent's Ed25519 keypair.\"\"\"\n    sender: str\n    intent_type: str\n    payload: dict\n    nonce: str\n    timestamp: str\n    signature: str\n    scheme: str = SIGNATURE_SCHEME\n    version: str = PROTOCOL_VERSION\n\n    def to_dict(self) -> dict:\n        return {\n            \"sender\": self.sender,\n            \"intent_type\": self.intent_type,\n            \"payload\": self.payload,\n            \"nonce\": self.nonce,\n            \"timestamp\": self.timestamp,\n            \"signature\": self.signature,\n            \"scheme\": self.scheme,\n            \"version\": self.version,\n        }\n\n    @classmethod\n    def from_dict(cls, d: dict) -> \"SignedMessage\":\n        return cls(**{k: v for k, v in d.items() if k in cls.__dataclass_fields__})\n\n\n@dataclass\nclass EncryptedPayload:\n    \"\"\"An encrypted payload between two agents using X25519 key exchange.\"\"\"\n    sender: str\n    recipient: str\n    ciphertext_b64: str\n    nonce_b64: str\n    ephem_pubkey_b64: str\n    intent_type: str = \"encrypted\"\n    version: str = PROTOCOL_VERSION\n\n    def to_dict(self) -> dict:\n        return asdict(self)\n\n\n@dataclass\nclass BrokerSignedResponse:\n    \"\"\"A broker response signed with the broker's Ed25519 key.\"\"\"\n    status: str\n    data: dict\n    intent_nonce: str\n    timestamp: str\n    signature: str\n    version: str = PROTOCOL_VERSION\n\n    def to_dict(self) -> dict:\n        return asdict(self)\n\n\n@dataclass\nclass KeyRotationRecord:\n    \"\"\"Record of a key rotation event.\"\"\"\n    agent_id: str\n    new_pubkey_b64: str\n    old_pubkey_b64: str\n    timestamp: str\n    signature: str  # Signed by old key to prove ownership\n    reason: str = \"scheduled_rotation\"\n\n\n# \u2500\u2500 Core Mesh Crypto Engine \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\nclass MeshCryptoEngine:\n    \"\"\"Hardened cryptographic en\n```"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "logger = logging.getLogger(\"SIMP.MeshCrypto\")"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "PROTOCOL_VERSION = \"simp-crypto-v1\""}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of agent.py?"}, {"role": "assistant", "content": "This is the file simp/agent.py from the SIMP codebase. Here is its content:\n\n```\nimport asyncio\nfrom typing import Dict, Callable, Optional\nfrom simp.intent import Intent, SimpResponse, Agent\nfrom simp.crypto import SimpCrypto\n\nclass SimpAgent:\n    \"\"\"Base class for SIMP agents\"\"\"\n\n    def __init__(self, agent_id: str, organization: str, private_key_pem: Optional[bytes] = None):\n        self.agent_id = agent_id\n        self.organization = organization\n        self.intent_handlers: Dict[str, Callable] = {}\n\n        # Load or generate keys\n        if private_key_pem:\n            self.private_key = SimpCrypto.load_private_key(private_key_pem)\n        else:\n            self.private_key, public_key = SimpCrypto.generate_keypair()\n\n        # Get public key\n        public_key_pem = SimpCrypto.public_key_to_pem(self.private_key.public_key()).decode()\n        self.public_key_pem = public_key_pem\n\n    def register_handler(self, intent_type: str, handler: Callable):\n        \"\"\"Register a handler for an intent type\"\"\"\n        self.intent_handlers[intent_type] = handler\n\n    async def handle_intent(self, intent: Intent) -> SimpResponse:\n        \"\"\"Process an incoming intent\"\"\"\n        intent_type = intent.intent_type\n\n        if intent_type not in self.intent_handlers:\n            return SimpResponse(\n                intent_id=intent.id,\n                status=\"error\",\n                error_code=\"UNKNOWN_INTENT_TYPE\",\n                error_message=f\"No handler for: {intent_type}\"\n            )\n\n        try:\n            handler = self.intent_handlers[intent_type]\n            result = await handler(intent.params) if asyncio.iscoroutinefunction(handler) else handler(intent.params)\n            return SimpResponse(\n                intent_id=intent.id,\n                status=\"success\",\n                data=result\n            )\n        except Exception as e:\n            return SimpResponse(\n                intent_id=intent.id,\n                status=\"error\",\n                error_code=\"HANDLER_ERROR\",\n                error_message=str(e)\n            )\n\n    def create_intent(self, intent_type: str, params: Dict) -> Intent:\n        \"\"\"Create a signed intent\"\"\"\n        agent = Agent(\n            id=self.agent_id,\n            organization=self.organization,\n            public_key=self.public_key_pem\n        )\n\n        intent = Intent(\n            source_agent=agent,\n            intent_type=intent_type,\n            params=params\n        )\n\n        # Sign it\n        intent.signature = SimpCrypto.sign_intent(intent.to_dict(), self.private_key)\n        return intent\n\n```"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "from simp.intent import Intent, SimpResponse, Agent"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "self.private_key = SimpCrypto.load_private_key(private_key_pem)"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "self.private_key, public_key = SimpCrypto.generate_keypair()"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "public_key_pem = SimpCrypto.public_key_to_pem(self.private_key.public_key()).decode()"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "async def handle_intent(self, intent: Intent) -> SimpResponse:"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "intent.signature = SimpCrypto.sign_intent(intent.to_dict(), self.private_key)"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of security_layer.py?"}, {"role": "assistant", "content": "This is the file simp/security_layer.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nUnified SIMP Security Layer \u2014 Bridges tokens, crypto signatures, and mesh.\n\nIntegrates:\n- token_security.py \u2014 Agent-token bindings, staking, intent gating, signed transfers\n- mesh_crypto.py \u2014 Ed25519 signed intents, broker responses, X25519 encryption, key rotation\n- simp/crypto.py \u2014 Core Ed25519 signing/verification primitives\n\nProvides a single entry point for all mesh security operations.\n\"\"\"\nimport json\nimport logging\nimport time\nfrom dataclasses import dataclass, asdict\nfrom typing import Dict, List, Optional, Tuple, Any\nfrom pathlib import Path\n\nfrom simp.crypto import SimpCrypto\nfrom token_security import (\n    MODULE_TOKEN_SECURITY,\n    TokenSecurityManager,\n    SignedTransfer,\n    AGENT_MIN_BALANCE,\n    STAKE_MINIMUM,\n)\nfrom simp.mesh_crypto import (\n    MODULE_MESH_CRYPTO,\n    MeshCryptoEngine,\n    SignedMessage,\n    BrokerSignedResponse,\n    EncryptedPayload,\n)\n\nlogger = logging.getLogger(\"SIMP.SecurityLayer\")\n\n\n@dataclass\nclass SecurityReport:\n    \"\"\"Full security posture of the mesh.\"\"\"\n    total_agents: int\n    registered_keys: int\n    revoked_keys: int\n    active_bindings: int\n    staked_agents: int\n    total_staked: int\n    broker_pubkey: str\n    intent_costs: dict\n    mesh_status: str\n\n\nclass SecurityLayer:\n    \"\"\"Unified security layer for the SIMP mesh.\n\n    Provides one-call access to:\n    - Agent registration with key binding + token account\n    - Signed intent verification (crypto + tokens)\n    - Encrypted agent-to-agent messaging\n    - Signed broker responses\n    - Key rotation and revocation\n    - Stake-based capability gating\n    - Security reporting\n    \"\"\"\n\n    def __init__(self, token_manager=None, crypto_engine=None):\n        self.token = token_manager or MODULE_TOKEN_SECURITY\n        self.crypto = crypto_engine or MODULE_MESH_CRYPTO\n\n    # \u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\n    # Agent Onboarding (Key Registration + Token Binding)\n    # \u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\n\n    def onboard_agent(self, agent_id: str, pubkey_b64: str,\n                      agent_type: str = \"unknown\") -> Tuple[bool, str]:\n        \"\"\"Register an agent with the full mesh security suite.\n\n        Does ALL of the following atomically:\n        1. Register Ed25519 pubkey for intent signing\n        2. Register Ed25519 pubkey for encrypted messaging\n        3. Create token account with faucet grant\n        4. Bind token account to agent ID\n\n        Returns (success, message).\n        \"\"\"\n        # 1. Register crypto key\n        key_ok = self.crypto.register_agent_key(agent_id, pubkey_b64)\n        if not key_ok:\n            # Check if already registered \u2014 if so, still ok\n            existing = self.crypto.get_agent_key(agent_id)\n            if existing != pubkey_b64:\n                return False, f\"Agent {agent_id} already registered with different key\"\n\n        # 2. Register token binding\n        token_ok = self.token.register_agent(agent_id, pubkey_b64, agent_type)\n        if not tok\n```"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "logger = logging.getLogger(\"SIMP.SecurityLayer\")"}], "agent_role": "engineer", "source": "source_code"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_evolutionary_ai.py?"}, {"role": "assistant", "content": "This is the file tests/test_evolutionary_ai.py from the SIMP codebase. Here is its content:\n\n```\nimport pytest\nfrom simp.projectx.evolutionary_ai import (\n    EvolutionaryOptimizer,\n    GenomeCandidate,\n    EvolutionResult,\n    SearchDimension,\n    EvolutionConfig,\n)\n\n\nclass TestSearchDimension:\n    def test_creation_with_required_args(self):\n        dim = SearchDimension(name=\"learning_rate\", low=0.0, high=1.0)\n        assert dim.name == \"learning_rate\"\n        assert dim.low == 0.0\n        assert dim.high == 1.0\n        assert dim.kind == \"float\"  # default\n\n    def test_creation_with_all_args(self):\n        dim = SearchDimension(name=\"batch_size\", low=16, high=256, kind=\"int\")\n        assert dim.name == \"batch_size\"\n        assert dim.low == 16\n        assert dim.high == 256\n        assert dim.kind == \"int\"\n\n\nclass TestGenomeCandidate:\n    def test_creation_with_genes(self):\n        genes = {\"lr\": 0.01, \"depth\": 5}\n        candidate = GenomeCandidate(genes=genes)\n        assert candidate.genes == genes\n        assert candidate.fitness is None\n        assert candidate.generation == 0\n\n    def test_creation_with_all_args(self):\n        genes = {\"lr\": 0.1}\n        metadata = {\"source\": \"elite\"}\n        candidate = GenomeCandidate(genes=genes, fitness=0.95, generation=3, metadata=metadata)\n        assert candidate.fitness == 0.95\n        assert candidate.generation == 3\n        assert candidate.metadata == metadata\n\n    def test_to_dict(self):\n        genes = {\"lr\": 0.5}\n        candidate = GenomeCandidate(genes=genes, fitness=0.8, generation=2)\n        d = candidate.to_dict()\n        assert d[\"genes\"] == genes\n        assert d[\"fitness\"] == 0.8\n        assert d[\"generation\"] == 2\n\n    def test_equality(self):\n        c1 = GenomeCandidate(genes={\"a\": 1}, fitness=0.5)\n        c2 = GenomeCandidate(genes={\"a\": 1}, fitness=0.5)\n        assert c1 == c2\n\n\nclass TestEvolutionResult:\n    def test_creation(self):\n        best = GenomeCandidate(genes={\"lr\": 0.1}, fitness=0.9)\n        history = [0.5, 0.7, 0.9]\n        result = EvolutionResult(best_candidate=best, generations=3, history=history)\n        assert result.best_candidate is best\n        assert result.generations == 3\n        assert result.history == history\n\n\nclass TestEvolutionaryOptimizer:\n    def test_creation_with_dimensions(self):\n        dims = [\n            SearchDimension(name=\"lr\", low=0.001, high=0.1),\n            SearchDimension(name=\"depth\", low=1, high=10, kind=\"int\"),\n        ]\n        opt = EvolutionaryOptimizer(dimensions=dims)\n        assert len(opt._dimensions) == 2\n\n    def test_creation_with_config(self):\n        dims = [SearchDimension(name=\"x\", low=0, high=1)]\n        config = EvolutionConfig(population_size=20, generations=5, random_seed=42)\n        opt = EvolutionaryOptimizer(dimensions=dims, config=config)\n        assert opt._config.population_size == 20\n\n    def test_initialize_population(self):\n        dims = [SearchDimension(name=\"x\", low=0.0, high=1.0)]\n        opt = EvolutionaryOptimizer(dimensions=dims)\n        pop = opt.initialize_population()\n        assert len\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_acceptance_matrix.py?"}, {"role": "assistant", "content": "This is the file tests/test_acceptance_matrix.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nSIMP Tranche 20 \u2014 Acceptance Matrix & Migration Readiness\n\nVerifies:\n  A) Route Contract Surface \u2014 if simp/server/route_contract.py exists\n  B) Error Taxonomy \u2014 if simp/server/error_taxonomy.py exists\n  C) Path Telemetry Shape \u2014 if simp/telemetry/path_telemetry.py exists\n  D) Compatibility Perimeter Doc exists\n  E) Operator Visibility \u2014 if dashboard/server.py and path_telemetry exist\n\"\"\"\n\nfrom __future__ import annotations\n\nimport os\nimport sys\nfrom pathlib import Path\n\nimport pytest\n\n# ---------------------------------------------------------------------------\n# Helpers\n# ---------------------------------------------------------------------------\n\n_PROJECT_ROOT = Path(__file__).resolve().parent.parent\nsys.path.insert(0, str(_PROJECT_ROOT))\n\n\n# ======================================================================\n# A) Route Contract Surface\n# ======================================================================\n\ntry:\n    from simp.server.route_contract import (\n        RouteEnvelope,\n        RouteStatus,\n        StreamAvailability,\n    )\n    ROUTE_CONTRACT_AVAILABLE = True\nexcept ImportError:\n    ROUTE_CONTRACT_AVAILABLE = False\n\n\n@pytest.mark.skipif(not ROUTE_CONTRACT_AVAILABLE, reason=\"route_contract.py not available\")\nclass TestRouteContractSurface:\n    \"\"\"A) Route Contract Surface \u2014 envelope, status, availability, to_dict().\"\"\"\n\n    def test_default_creation_has_expected_fields(self):\n        \"\"\"RouteEnvelope default has intent_id, trace_id, status.\"\"\"\n        env = RouteEnvelope()\n        assert env.intent_id.startswith(\"intent_\")\n        assert len(env.trace_id) == 32\n        assert env.status == RouteStatus.ACCEPTED\n\n    def test_all_route_status_variants(self):\n        \"\"\"All RouteStatus variants exist with correct values.\"\"\"\n        expected = {\n            \"ACCEPTED\": \"accepted\",\n            \"QUEUED\": \"queued\",\n            \"IMMEDIATE\": \"immediate\",\n            \"FAILED\": \"failed\",\n            \"INVALID_SIGNATURE\": \"invalid_signature\",\n        }\n        for name, val in expected.items():\n            member = getattr(RouteStatus, name)\n            assert member.value == val\n\n    def test_all_stream_availability_variants(self):\n        \"\"\"All StreamAvailability variants exist with correct values.\"\"\"\n        expected = {\n            \"STREAM_AVAILABLE\": \"stream_available\",\n            \"STREAM_UNAVAILABLE\": \"stream_unavailable\",\n            \"NON_STREAM_FALLBACK\": \"non_stream_fallback\",\n        }\n        for name, val in expected.items():\n            member = getattr(StreamAvailability, name)\n            assert member.value == val\n\n    def test_to_dict_has_all_expected_keys(self):\n        \"\"\"to_dict() returns all 15 expected keys.\"\"\"\n        env = RouteEnvelope()\n        d = env.to_dict()\n        expected_keys = {\n            \"intent_id\", \"trace_id\", \"correlation_id\",\n            \"status\", \"stream_availability\", \"stream_url\",\n            \"invocation_mode\", \"bridge_mode\",\n            \"delivery_status\", \"delivery_method\", \"delivery_latency_m\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "codes = list(SimpErrorCode)"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "err = SimpError(code=SimpErrorCode.NOT_FOUND, message=\"not found\")"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "err = SimpError(code=SimpErrorCode.UNAUTHORIZED, message=\"bad key\")"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "assert ERROR_HTTP_MAP[SimpErrorCode.INVALID_SIGNATURE] == 401"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "assert ERROR_HTTP_MAP[SimpErrorCode.UNAUTHORIZED] == 403"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "assert ERROR_HTTP_MAP[SimpErrorCode.NOT_FOUND] == 404"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "assert ERROR_HTTP_MAP[SimpErrorCode.INVALID_REQUEST] == 400"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "assert ERROR_HTTP_MAP[SimpErrorCode.RATE_LIMITED] == 429"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "assert ERROR_HTTP_MAP[SimpErrorCode.INTERNAL_ERROR] == 500"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "assert ERROR_HTTP_MAP[SimpErrorCode.TIMEOUT] == 504"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_security_layer.py?"}, {"role": "assistant", "content": "This is the file tests/test_security_layer.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"Tests for simp/security_layer.py \u2014 Unified Mesh Security.\n\nTests cover:\n- Full agent onboarding (key + token registration)\n- Integrated intent verification (crypto + token + stake)\n- Secure transfer execution\n- Key rotation through the security layer\n- Encrypted payload round-trip\n- Security reporting\n- Module singleton\n\"\"\"\nimport json\nimport base64\nimport tempfile\nimport pytest\nfrom pathlib import Path\n\nimport nacl.signing\nimport nacl.utils\n\nfrom simp.security_layer import SecurityLayer, MODULE_SECURITY_LAYER\nfrom simp.mesh_crypto import MeshCryptoEngine\nfrom token_security import TokenSecurityManager\nfrom mesh_token import MeshTokenEngine\n\n\n# \u2500\u2500 Helpers \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\ndef make_agent_keypair(seed_bytes: bytes = None) -> tuple:\n    \"\"\"Generate an agent Ed25519 keypair. Returns (private_key_bytes, pubkey_b64).\"\"\"\n    if seed_bytes and len(seed_bytes) == 32:\n        sk = nacl.signing.SigningKey(seed_bytes)\n    else:\n        sk = nacl.signing.SigningKey.generate()\n    pk_b64 = base64.b64encode(bytes(sk.verify_key)).decode()\n    return bytes(sk), pk_b64\n\n\n# \u2500\u2500 Fixtures \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\n@pytest.fixture\ndef security_layer():\n    \"\"\"Create a fresh SecurityLayer for each test.\"\"\"\n    with tempfile.TemporaryDirectory() as tmp:\n        engine = MeshTokenEngine(state_dir=tmp)\n        token_mgr = TokenSecurityManager(\n            engine=engine,\n            bindings_path=str(Path(tmp) / \"bindings.jsonl\"),\n        )\n        crypto_engine = MeshCryptoEngine(\n            nonce_store_path=str(Path(tmp) / \"nonces.json\"),\n        )\n        layer = SecurityLayer(token_manager=token_mgr, crypto_engine=crypto_engine)\n        yield layer\n\n\n@pytest.fixture\ndef onboarded_agent(security_layer):\n    \"\"\"Register an agent with full security onboarding.\"\"\"\n    sk, pk_b64 = make_agent_keypair(b\"ONBOARD\" + b\"\\x00\" * 24)\n    success, msg = security_layer.onboard_agent(\"quantumarb\", pk_b64, \"trading\")\n    assert success, f\"Onboarding failed: {msg}\"\n    return sk, pk_b64\n\n\n# \u2500\u2500 Test: Agent Onboarding \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\nclass TestOnboarding:\n    def test_onboard_new_agent(self, security_layer):\n        sk, pk_b64 = make_agent_keypair(b\"NEW\" + b\"\\x00\" * 29)\n        success, msg = security_layer.onboard_agent(\"alpaca\", pk_b64, \"trading\")\n        assert success, f\"Onboard failed: {msg}\"\n\n        # Verify crypto registration\n        assert security_layer.crypto.get_agent_key(\"alpaca\") == pk_b64\n\n        # Verify token binding\n        binding = security_layer.token.get_binding(\"alpaca\")\n        assert binding is not None\n        assert binding.pubkey_b64 == pk_b64\n        assert binding.agent_type == \"trading\"\n\n    def test_onboard_already_registered(self, security_layer, onboarded_agent):\n        sk, pk_b64 = onboarded_agent\n        # Should still succeed (idempotent)\n        success, msg = security_layer.onboard_agent(\"quantumarb\", pk_b64)\n        assert success\n\n    def test_\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_arb_detector.py?"}, {"role": "assistant", "content": "This is the file tests/test_arb_detector.py from the SIMP codebase. Here is its content:\n\n```\nimport pytest\nimport time\nfrom unittest.mock import Mock, patch\nfrom simp.organs.quantumarb.arb_detector import ArbDetector, ArbOpportunity\nfrom simp.organs.quantumarb.exchange_connector import StubExchangeConnector\nimport json\nimport os\nimport tempfile\n\n\ndef test_calculate_spread_bps():\n    \"\"\"Test that calculate_spread_bps returns the correct spread value.\"\"\"\n    # Create a mock exchange\n    mock_exchange = Mock()\n    arb = ArbDetector(exchanges={\"test_exchange\": mock_exchange}, threshold_bps=10.0)\n    \n    # Test with price_a > price_b\n    spread = arb.calculate_spread_bps(100.0, 99.0)\n    # (100-99)/99 * 10000 = 101.01 bps\n    expected_spread = ((100.0 - 99.0) / 99.0) * 10000\n    assert spread == pytest.approx(expected_spread)\n    \n    # Test with price_b > price_a\n    spread = arb.calculate_spread_bps(99.0, 100.0)\n    # (100-99)/99 * 10000 = 101.01 bps\n    expected_spread = ((100.0 - 99.0) / 99.0) * 10000\n    assert spread == pytest.approx(expected_spread)\n\n\ndef test_arb_opportunity_is_profitable():\n    \"\"\"Test that ArbOpportunity.is_profitable returns True when spread > threshold.\"\"\"\n    # Create an opportunity with profitable spread (101.01 bps > 100 bps threshold)\n    opportunity = ArbOpportunity(\n        exchange_a=\"exchange_a\",\n        exchange_b=\"exchange_b\",\n        market_a=\"BTC-USD\",\n        market_b=\"BTC-USD\",  # Same market on different exchanges\n        price_a=100.0,\n        price_b=99.0,\n        spread_bps=101.01,\n        estimated_profit=1.01,\n        timestamp=time.time()\n    )\n    \n    # Test with threshold 50 bps (0.5%) and fees 5 bps (0.05%)\n    # Net spread = 101.01 - 5 = 96.01 bps > 50 bps threshold\n    assert opportunity.is_profitable(threshold_bps=50.0, fees_bps=5.0) is True\n    \n    # Create an opportunity with unprofitable spread (50.25 bps < 100 bps threshold)\n    opportunity = ArbOpportunity(\n        exchange_a=\"exchange_a\",\n        exchange_b=\"exchange_b\",\n        market_a=\"BTC-USD\",\n        market_b=\"BTC-USD\",  # Same market on different exchanges\n        price_a=100.0,\n        price_b=99.5,\n        spread_bps=50.25,\n        estimated_profit=0.5025,\n        timestamp=time.time()\n    )\n    \n    # Test with threshold 100 bps (1%) and fees 5 bps (0.05%)\n    assert opportunity.is_profitable(threshold_bps=100.0, fees_bps=5.0) is False\n\n\ndef test_log_opportunity():\n    \"\"\"Test that _log_opportunity writes a record to JSONL and can be parsed back.\"\"\"\n    with tempfile.TemporaryDirectory() as tmpdir:\n        # Create a mock exchange\n        mock_exchange = Mock()\n        arb = ArbDetector(exchanges={\"test_exchange\": mock_exchange}, threshold_bps=10.0, log_dir=tmpdir)\n        \n        opportunity = ArbOpportunity(\n            market_a=\"BTC/USD\",\n            market_b=\"ETH/USD\",\n            exchange_a=\"exchange_a\",\n            exchange_b=\"exchange_b\",\n            price_a=100.0,\n            price_b=99.0,\n            spread_bps=101.01,\n            estimated_profit=1.01,\n            confidence=0.8,\n            timestamp=123456\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_quantumarb_structured_logging.py?"}, {"role": "assistant", "content": "This is the file tests/test_quantumarb_structured_logging.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nTest structured logging for QuantumArb TimesFM shadow mode.\nVerifies that logs contain all necessary context for reconstructing decisions.\n\"\"\"\n\nimport json\nimport tempfile\nfrom pathlib import Path\nfrom unittest.mock import Mock, patch\nfrom datetime import datetime, timezone\n\nimport pytest\n\nfrom simp.agents.quantumarb_agent import (\n    _log_timesfm_shadow,\n    ArbitrageSignal,\n    QuantumArbEngine,\n    ArbDecision,\n)\n\n\nclass TestStructuredLogging:\n    \"\"\"Test that QuantumArb logs contain all necessary context.\"\"\"\n    \n    def test_log_contains_all_context_fields(self, tmp_path):\n        \"\"\"Test that log entries contain all required context fields.\"\"\"\n        log_dir = str(tmp_path / \"logs\")\n        \n        # Create a mock forecast response\n        mock_resp = Mock()\n        mock_resp.point_forecast = [100.0, 101.0, 102.0]\n        mock_resp.shadow_mode = True\n        mock_resp.available = True\n        mock_resp.cached = False\n        \n        # Call logging function with all context\n        _log_timesfm_shadow(\n            series_id=\"test_series_001\",\n            forecast_resp=mock_resp,\n            decision=ArbDecision.NO_OPPORTUNITY,\n            rationale=\"Test rationale for structured logging\",\n            log_dir=log_dir,\n            intent_id=\"test_intent_123\",\n            ticker=\"BTC-USD\",\n            direction=\"BULL\",\n            quantity=1.5,\n            arb_type=\"cross_venue\",\n        )\n        \n        # Verify log file exists and contains entry\n        log_file = Path(log_dir) / \"timesfm_shadow_log.jsonl\"\n        assert log_file.exists()\n        \n        with open(log_file, \"r\") as f:\n            lines = f.readlines()\n            assert len(lines) == 1\n            \n            entry = json.loads(lines[0])\n            \n            # Verify all context fields are present\n            assert \"timestamp\" in entry\n            assert entry[\"series_id\"] == \"test_series_001\"\n            assert entry[\"decision\"] == \"NO_OPPORTUNITY\"\n            assert entry[\"shadow_mode\"] is True\n            assert entry[\"forecast_available\"] is True\n            assert entry[\"forecast_cached\"] is False\n            assert \"forecast_summary\" in entry\n            assert \"rationale_preview\" in entry\n            \n            # Verify new context fields\n            assert entry[\"intent_id\"] == \"test_intent_123\"\n            assert entry[\"ticker\"] == \"BTC-USD\"\n            assert entry[\"direction\"] == \"BULL\"\n            assert entry[\"quantity\"] == 1.5\n            assert entry[\"arb_type\"] == \"cross_venue\"\n            \n            # Verify forecast summary was calculated\n            summary = entry[\"forecast_summary\"]\n            assert summary[\"forecast_length\"] == 3\n            assert summary[\"forecast_mean\"] == pytest.approx(101.0)\n            assert summary[\"forecast_min\"] == 100.0\n            assert summary[\"forecast_max\"] == 102.0\n            assert summary[\"forecast_trend\"] == \"up\"\n    \n    def test_log_with_missing_optional_fields(self, tmp_path):\n        \"\"\"Tes\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "with patch('simp.agents.quantumarb_agent._try_forecast_sync', return_value=mock_forecast):"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "with patch('simp.agents.quantumarb_agent._try_forecast_sync', return_value=mock_forecast):"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_financial_a2a_pipeline.py?"}, {"role": "assistant", "content": "This is the file tests/test_financial_a2a_pipeline.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nEnd-to-end tests for A2A/FinancialOps pipeline.\n\nTests the complete pipeline from agent decisions to simulated execution:\n1. Construct AgentDecisionSummary objects (simulating agent outputs)\n2. Build A2A plan via aggregator\n3. Evaluate risk via safety harness\n4. Simulate execution via simulator\n\nAll steps are pure, in-memory, and non-destructive.\n\"\"\"\n\nimport pytest\nfrom simp.financial.a2a_schema import AgentDecisionSummary, Side, RiskPosture\nfrom simp.financial.a2a_aggregator import build_a2a_plan\nfrom simp.financial.a2a_safety import evaluate_risk, must_block\nfrom simp.financial.a2a_simulator import simulate_execution, simulate_multiple_plans\n\n\nclass TestA2AEndToEndPipeline:\n    \"\"\"Test suite for end-to-end A2A pipeline.\"\"\"\n    \n    def test_pipeline_safe_plan_executes(self):\n        \"\"\"\n        Test complete pipeline for a safe plan that should execute.\n        \n        Steps:\n        1. Create agent decisions (simulating QuantumArb, KashClaw, Kloutbot)\n        2. Build A2A plan\n        3. Evaluate risk (should be low/medium)\n        4. Check if blocked (should be False)\n        5. Simulate execution (should have trades)\n        \"\"\"\n        # Step 1: Simulate agent decisions\n        agent_decisions = [\n            # QuantumArb detects arbitrage opportunity in BTC\n            AgentDecisionSummary(\n                agent_name=\"quantumarb\",\n                instrument=\"BTC-USD\",\n                side=Side.BUY,\n                quantity=200.0,  # 20% of total\n                units=\"USD\",\n                confidence=0.85,\n                horizon_days=1,\n                volatility_posture=\"medium\",\n                timesfm_used=True,\n                rationale=\"Arbitrage spread detected: 0.5% profit opportunity\"\n            ),\n            # KashClaw recommends ETH based on technical analysis\n            AgentDecisionSummary(\n                agent_name=\"kashclaw\",\n                instrument=\"ETH-USD\",\n                side=Side.BUY,\n                quantity=300.0,  # 30% of total\n                units=\"USD\",\n                confidence=0.75,\n                horizon_days=3,\n                volatility_posture=\"low\",\n                timesfm_used=True,\n                rationale=\"Bullish MACD crossover, support at $3400\"\n            ),\n            # Kloutbot suggests SOL based on social sentiment\n            AgentDecisionSummary(\n                agent_name=\"kloutbot\",\n                instrument=\"SOL-USD\",\n                side=Side.BUY,\n                quantity=250.0,  # 25% of total\n                units=\"USD\",\n                confidence=0.65,\n                horizon_days=7,\n                volatility_posture=\"high\",\n                timesfm_used=False,\n                rationale=\"Positive sentiment trending on Twitter/X\"\n            ),\n            # Additional diversification\n            AgentDecisionSummary(\n                agent_name=\"quantumarb\",\n                instrument=\"ADA-USD\",\n                side=Side.BUY,\n                quantity=250.0,  # 25% of tot\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_quantumarb_a2a_summary.py?"}, {"role": "assistant", "content": "This is the file tests/test_quantumarb_a2a_summary.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nTest QuantumArb decision summary structure for A2A compatibility.\n\"\"\"\nimport json\nfrom pathlib import Path\nfrom datetime import datetime\n\nimport pytest\n\nfrom simp.agents.quantumarb_agent import (\n    ArbitrageSignal,\n    ArbitrageOpportunity,\n    ArbDecision,\n    ArbType,\n    _log_decision_summary,\n)\n\n\nclass TestA2ASummaryStructure:\n    \"\"\"Test that decision summaries have stable structure for A2A consumption.\"\"\"\n    \n    def test_summary_has_stable_field_names(self, tmp_path):\n        \"\"\"Test that summary field names don't change unexpectedly.\"\"\"\n        signal = ArbitrageSignal(\n            intent_id=\"test-a2a-1\",\n            source_agent=\"bullbear_predictor\",\n            ticker=\"BTC-USD\",\n            direction=\"BULL\",\n            trust=0.8,\n            delta=0.05,\n            contradiction_score=1.5,\n        )\n        \n        opportunity = ArbitrageOpportunity(\n            arb_type=ArbType.STATISTICAL,\n            decision=ArbDecision.NO_OPPORTUNITY,\n            source_signal_id=\"test-a2a-1\",\n            ticker=\"BTC-USD\",\n            estimated_spread_bps=12.5,\n            confidence=0.4,\n            rationale=\"Test rationale\",\n            dry_run=True,\n        )\n        \n        _log_decision_summary(\n            signal=signal,\n            opportunity=opportunity,\n            timesfm_used=True,\n            timesfm_rationale=\"Forecast available\",\n            log_dir=str(tmp_path),\n        )\n        \n        log_file = tmp_path / \"decision_summary.jsonl\"\n        with open(log_file, \"r\", encoding=\"utf-8\") as f:\n            entry = json.loads(f.readline())\n        \n        # Required fields for A2A consumption\n        required_fields = {\n            \"timestamp\": str,           # ISO timestamp\n            \"intent_id\": str,           # Traceability\n            \"source_agent\": str,        # Who sent the signal\n            \"asset_pair\": (str, type(None)),  # Instrument\n            \"side\": str,                # BULL/BEAR/NOTRADE\n            \"decision\": str,            # Uppercase decision\n            \"arb_type\": str,            # Lowercase arb type\n            \"dry_run\": bool,            # Safety flag\n            \"confidence\": (int, float), # 0-1 confidence\n            \"timesfm_used\": bool,       # Whether TimesFM was consulted\n            \"timesfm_rationale\": (str, type(None)),  # TimesFM insight\n            \"rationale_preview\": str,   # Abbreviated rationale\n        }\n        \n        # Verify all required fields exist with correct types\n        for field_name, expected_type in required_fields.items():\n            assert field_name in entry, f\"Missing field: {field_name}\"\n            \n            if isinstance(expected_type, tuple):\n                # Multiple allowed types\n                assert isinstance(entry[field_name], expected_type), \\\n                    f\"Field {field_name} has wrong type: {type(entry[field_name])}\"\n            else:\n                assert isinstance(entry[field_name], expected_type), \\\n                    f\"Field {fiel\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_strategy_version_manager.py?"}, {"role": "assistant", "content": "This is the file tests/test_strategy_version_manager.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nTests for StrategyVersionManager \u2014 T29\n\"\"\"\n\nfrom __future__ import annotations\n\nimport json\nimport shutil\nimport tempfile\nimport time\nfrom pathlib import Path\n\nimport pytest\n\nREPO = Path(__file__).resolve().parent.parent\nimport sys\n\nsys.path.insert(0, str(REPO))\n\nfrom scripts.strategy_version_manager import StrategyVersionManager\n\n\n@pytest.fixture\ndef tmp_strategies_dir():\n    \"\"\"Fresh temp strategies directory for each test.\"\"\"\n    d = Path(tempfile.mkdtemp(prefix=\"strategies_\"))\n    yield d\n    shutil.rmtree(d, ignore_errors=True)\n\n\n@pytest.fixture\ndef mgr(tmp_strategies_dir):\n    return StrategyVersionManager(strategies_dir=tmp_strategies_dir)\n\n\nclass TestStrategyVersionManager:\n    def test_init_creates_index(self, mgr):\n        index_file = mgr.strategies_dir / \"index.json\"\n        assert index_file.exists()\n        data = json.loads(index_file.read_text())\n        assert data[\"next_num\"] == 1\n        assert data[\"versions\"] == []\n\n    def test_checkpoint_creates_version(self, mgr):\n        v = mgr.checkpoint(created_by=\"test\", rationale=\"test checkpoint\")\n        assert v == \"v001\"\n        ver_file = mgr.strategies_dir / \"v001.json\"\n        assert ver_file.exists()\n        data = json.loads(ver_file.read_text())\n        assert data[\"version\"] == \"v001\"\n        assert data[\"created_by\"] == \"test\"\n        assert data[\"rationale\"] == \"test checkpoint\"\n\n    def test_checkpoint_increments_version_number(self, mgr):\n        v1 = mgr.checkpoint(rationale=\"first\")\n        v2 = mgr.checkpoint(rationale=\"second\")\n        v3 = mgr.checkpoint(rationale=\"third\")\n        assert v1 == \"v001\"\n        assert v2 == \"v002\"\n        assert v3 == \"v003\"\n\n    def test_list_versions_returns_all_versions(self, mgr):\n        mgr.checkpoint(rationale=\"one\")\n        mgr.checkpoint(rationale=\"two\")\n        mgr.checkpoint(rationale=\"three\")\n        versions = mgr.list_versions()\n        assert len(versions) == 3\n        assert [v[\"version\"] for v in versions] == [\"v001\", \"v002\", \"v003\"]\n\n    def test_get_version_returns_correct_version(self, mgr):\n        mgr.checkpoint(rationale=\"first\")\n        mgr.checkpoint(rationale=\"second\")\n        ver = mgr.get_version(\"v002\")\n        assert ver is not None\n        assert ver.version == \"v002\"\n        assert ver.rationale == \"second\"\n\n    def test_get_version_returns_none_for_missing(self, mgr):\n        ver = mgr.get_version(\"v999\")\n        assert ver is None\n\n    def test_diff_shows_changes_between_versions(self, mgr):\n        mgr.checkpoint(rationale=\"baseline\")\n        mgr.checkpoint(rationale=\"changed threshold\")\n        diff_output = mgr.diff(\"v001\", \"v002\")\n        assert \"Strategy Diff: v001 \u2192 v002\" in diff_output\n        assert \"Strategy Diff: v001 \u2192 v002\" in diff_output\n\n    def test_rollback_restores_files(self, tmp_strategies_dir):\n        \"\"\"Create a temp file, checkpoint, modify, rollback \u2014 verify restore.\"\"\"\n        mgr = StrategyVersionManager(strategies_dir=tmp_strategies_dir)\n        test_file = REPO / \"simp\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_mesh_relay.py?"}, {"role": "assistant", "content": "This is the file tests/test_mesh_relay.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nTests for SIMP Mesh Relay Router (Sprint 73)\n\"\"\"\n\nimport time\nimport pytest\n\nfrom simp.transport.mesh_relay import MeshRouter, MeshPeer\nfrom simp.transport.packet import (\n    SimpPacket,\n    MessageType,\n    PacketFlags,\n    agent_id_to_peer_id,\n    IntentBloomFilter,\n    DEFAULT_TTL,\n)\n\n\nclass TestMeshPeer:\n    def test_default_values(self):\n        peer = MeshPeer()\n        assert peer.transport == \"http\"\n        assert peer.is_direct is True\n\n    def test_is_stale(self):\n        peer = MeshPeer(last_seen=time.time() - 600)\n        assert peer.is_stale\n\n    def test_not_stale(self):\n        peer = MeshPeer(last_seen=time.time())\n        assert not peer.is_stale\n\n    def test_custom_peer(self):\n        peer = MeshPeer(\n            peer_id=agent_id_to_peer_id(\"bob\"),\n            agent_id=\"bob\",\n            transport=\"ble\",\n            capabilities=[\"trade\"],\n        )\n        assert peer.agent_id == \"bob\"\n        assert peer.transport == \"ble\"\n        assert \"trade\" in peer.capabilities\n\n\nclass TestMeshRouter:\n    def test_init(self):\n        router = MeshRouter(local_agent_id=\"test\")\n        assert router.local_agent_id == \"test\"\n        assert len(router.peers) == 0\n\n    def test_add_peer(self):\n        router = MeshRouter(local_agent_id=\"test\")\n        peer = MeshPeer(peer_id=b\"\\x01\" * 8, agent_id=\"peer-1\")\n        assert router.add_peer(peer)\n        assert len(router.peers) == 1\n\n    def test_remove_peer(self):\n        router = MeshRouter(local_agent_id=\"test\")\n        pid = b\"\\x01\" * 8\n        peer = MeshPeer(peer_id=pid, agent_id=\"peer-1\")\n        router.add_peer(peer)\n        assert router.remove_peer(pid)\n        assert len(router.peers) == 0\n\n    def test_remove_nonexistent(self):\n        router = MeshRouter()\n        assert not router.remove_peer(b\"\\xff\" * 8)\n\n    def test_get_peer(self):\n        router = MeshRouter()\n        pid = b\"\\x02\" * 8\n        peer = MeshPeer(peer_id=pid, agent_id=\"p2\")\n        router.add_peer(peer)\n        found = router.get_peer(pid)\n        assert found is not None\n        assert found.agent_id == \"p2\"\n\n    def test_get_peer_by_agent_id(self):\n        router = MeshRouter()\n        peer = MeshPeer(\n            peer_id=agent_id_to_peer_id(\"alice\"),\n            agent_id=\"alice\",\n        )\n        router.add_peer(peer)\n        found = router.get_peer_by_agent_id(\"alice\")\n        assert found is not None\n        assert found.agent_id == \"alice\"\n\n    def test_max_peers(self):\n        router = MeshRouter(max_peers=2)\n        router.add_peer(MeshPeer(peer_id=b\"\\x01\" * 8))\n        router.add_peer(MeshPeer(peer_id=b\"\\x02\" * 8))\n        assert not router.add_peer(MeshPeer(peer_id=b\"\\x03\" * 8))\n\n    def test_list_peers(self):\n        router = MeshRouter()\n        router.add_peer(MeshPeer(peer_id=b\"\\x01\" * 8, agent_id=\"a\"))\n        router.add_peer(MeshPeer(peer_id=b\"\\x02\" * 8, agent_id=\"b\"))\n        peers = router.list_peers()\n        assert len(peers) == 2\n\n    def test_prune_stale_peers(self):\n        router = Mes\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "pkt = SimpPacket("}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "pkt = SimpPacket(ttl=1, sender_id=b\"\\x01\" * 8)"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "pkt = SimpPacket("}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "pkt = SimpPacket("}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "pkt = SimpPacket("}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "pkt = SimpPacket("}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "pkt = SimpPacket("}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "pkt = SimpPacket("}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "pkt = SimpPacket("}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_enhanced_bus_v2.py?"}, {"role": "assistant", "content": "This is the file tests/test_enhanced_bus_v2.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\ntest_enhanced_bus_v2.py\n========================\nUnit tests + stress tests for every new subsystem in enhanced_bus.py v2:\n\n  \u2022 OfflineMessageStore  \u2013 SQLite persistence, expiry, multi-agent\n  \u2022 BloomFilter          \u2013 add/contains, TTL eviction, false-positive rate\n  \u2022 DeliveryReceipt      \u2013 issue, verify, tamper detection, DB persistence\n  \u2022 PaymentChannel       \u2013 apply_payment, edge cases, state machine\n  \u2022 PaymentSettler       \u2013 open/pay/receive/settle, persistence, balance summary\n  \u2022 GossipRouter         \u2013 flood, dedup, TTL drop, peer management\n  \u2022 EnhancedMeshBus      \u2013 full integration: offline drain, receipts, settlement\n                          broadcast, gossip originate, backwards compat\n\nStress tests\n  \u2022 1 000 messages through offline store (multi-threaded writers)\n  \u2022 10 000 bloom-filter insertions with false-positive measurement\n  \u2022 500-payment channel stress\n  \u2022 200-agent concurrent receive with gossip\n\"\"\"\n\nfrom __future__ import annotations\n\nimport hashlib\nimport hmac as _hmac\nimport json\nimport os\nimport sqlite3\nimport tempfile\nimport threading\nimport time\nimport uuid\nfrom typing import List\nfrom pathlib import Path\n\nimport pytest\nimport sys\n\n# \u2500\u2500 path setup \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nROOT = Path(__file__).parent.parent\nsys.path.insert(0, str(ROOT))\n\nfrom simp.mesh.packet import MeshPacket, Priority, MessageType, create_event_packet\nfrom simp.mesh.enhanced_bus import (\n    BloomFilter,\n    ChannelState,\n    DeliveryReceipt,\n    DeliveryReceiptManager,\n    EnhancedMeshBus,\n    GossipRouter,\n    MessageStatus,\n    OfflineMessageStore,\n    PaymentChannel,\n    PaymentSettler,\n    PrioritizedMessage,\n)\n\n\n# \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n# Helpers\n# \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\ndef _make_packet(\n    sender:    str = \"agent_a\",\n    recipient: str = \"agent_b\",\n    channel:   str = \"test\",\n    ttl:       int = 3600,\n) -> MeshPacket:\n    return create_event_packet(\n        sender_id    = sender,\n        recipient_id = recipient,\n        channel      = channel,\n        payload      = {\"ts\": time.time(), \"data\": \"test\"},\n        ttl_seconds  = ttl,\n    )\n\n\ndef _tmp_db() -> str:\n    fd, path = tempfile.mkstemp(suffix=\".db\")\n    os.close(fd)\n    return path\n\n\ndef _tmp_bus(log_dir: str = None) -> EnhancedMeshBus:\n    if log_dir is None:\n        log_dir = tempfile.mkdtemp()\n    return EnhancedMeshBus(\n        log_dir         = log_dir,\n        db_path         = os.path.join(log_dir, \"test_offline.db\"),\n        shared_secret   = b\"test_secret_simp\",\n        enable_gossip   = True,\n        enable_payments = True,\n        enable_receipts = True,\n    )\n\n\nSECRET = b\"test_secret_simp\"\n\n\n# \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n# 1. OfflineMessageStore\n# \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\nclass TestOfflineMessageStore:\n    def test_st\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_sprint40_deerflow_upgrades.py?"}, {"role": "assistant", "content": "This is the file tests/test_sprint40_deerflow_upgrades.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\ntest_sprint40_deerflow_upgrades.py\n====================================\nComprehensive stress test suite for all four DeerFlow-extracted capability\nmodules ported to ProjectX / SIMP v0.4.0.\n\nModules under test:\n  1. draft_projectx_loop_guard      \u2014 LoopGuard, SubagentConcurrencyGuard, AgentGuardSuite\n  2. draft_projectx_sandbox_audit   \u2014 SandboxAudit, HostBashGate, AuditedBashRunner\n  3. draft_projectx_skill_loader    \u2014 ProjectXSkillParser, ProjectXSkillLoader,\n                                       ProjectXSkillInstaller, SkillRegistry\n  4. draft_projectx_subagent_spawner \u2014 ProjectXSubagentSpawner, ProjectXCheckpointer,\n                                        ProjectXMemoryBridge, SubagentStatus\n\nSprint: 40 \u2014 DeerFlow Skills Upgrade\nAuthor: KLOUTBOT\nDate:   2026-04-09\n\"\"\"\n\nimport pytest\npytest.skip(\"Skipping DeerFlow upgrade tests - draft modules not implemented\", allow_module_level=True)\n\nimport asyncio\nimport json\nimport os\nimport sys\nimport tempfile\nimport threading\nimport time\nimport uuid\nfrom concurrent.futures import ThreadPoolExecutor\nfrom pathlib import Path\n\nimport pytest\n\n# \u2500\u2500\u2500 path bootstrap \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nSCAFFOLDING = Path(__file__).parent.parent.parent.parent / \"ProjectX\" / \"proposals\" / \"scaffolding\"\nsys.path.insert(0, str(SCAFFOLDING))\n\n# \u2500\u2500\u2500 imports \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nfrom draft_projectx_loop_guard import (\n    AgentGuardSuite,\n    LoopGuard,\n    SubagentConcurrencyGuard,\n)\nfrom draft_projectx_sandbox_audit import (\n    AuditedBashRunner,\n    CommandClassification,\n    HostBashGate,\n    RiskLevel,\n    SandboxAudit,\n    _HOST_BASH_ENV_VAR,\n)\nfrom draft_projectx_skill_loader import (\n    ProjectXSkillInstaller,\n    ProjectXSkillLoader,\n    ProjectXSkillParser,\n    SkillRegistry,\n)\nfrom draft_projectx_subagent_spawner import (\n    MAX_CONCURRENT_SUBAGENTS,\n    ProjectXCheckpointer,\n    ProjectXMemoryBridge,\n    ProjectXSubagentSpawner,\n    SubagentStatus,\n    SubagentTask,\n)\n\n# \u2500\u2500\u2500 shared fixtures \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\nVALID_SKILL_MD = \"\"\"# Test Skill\n\n## Description\nA test skill for unit testing the ProjectX skill loader pipeline.\n\n## System Prompt\nYou are a test agent. Execute test tasks with precision and return structured results.\n\n## Tools\nwebsearch, python_repl\n\n## Intent Types\nresearch, test_harness\n\n## Constraints\n- Never fabricate data\n- Always return structured output\n\"\"\"\n\nINVALID_SKILL_MD_MISSING_PROMPT = \"\"\"# Bad Skill\n\n## Description\nThis skill is missing the system prompt section.\n\n## Tools\nwebsearch\n\"\"\"\n\nINVALID_SKILL_MD_EMPTY_BODY = \"\"\"# Empty Skill\n\n## Description\n\n## System Prompt\n\n\"\"\"\n\n\n@pytest.fixture\ndef skill_dir(tmp_path):\n    return tmp_path\n\n\n@pytest.fixture\ndef checkpoint_db(tmp_path):\n    return str(tmp_path / \"checkpoints.sqlite3\")\n\n\n@pytest.fixture\ndef memory_db(tmp_path):\n    return str(tmp_path / \"memory.sqlite3\")\n\n\n@pytest.fixture\ndef ws_collector():\n    events = []\n    d\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "ok, out, err = runner.run_safe(\"echo SIMP_TEST_MARKER\")"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "ok, out, err = runner.run_safe(\"chmod 777 /tmp/test_simp\")"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_transport_bridge.py?"}, {"role": "assistant", "content": "This is the file tests/test_transport_bridge.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nTests for SIMP Transport Bridge (Sprint 71)\n\"\"\"\n\nimport json\nimport pytest\n\nfrom simp.transport.bridge import (\n    intent_to_packet,\n    packet_to_intent,\n    build_ack_packet,\n    build_discovery_packet,\n    select_transport,\n)\nfrom simp.transport.packet import (\n    MessageType,\n    PacketFlags,\n    agent_id_to_peer_id,\n    encode,\n    decode,\n)\n\n\nclass TestIntentToPacket:\n    def test_basic_conversion(self):\n        intent = {\"intent_type\": \"test\", \"params\": {\"key\": \"value\"}}\n        pkt = intent_to_packet(intent)\n        assert pkt.msg_type == MessageType.INTENT\n        assert len(pkt.payload) > 0\n\n    def test_with_source_and_target(self):\n        intent = {\"intent_type\": \"trade\", \"target_agent\": \"bob\"}\n        pkt = intent_to_packet(intent, source_agent_id=\"alice\", target_agent_id=\"bob\")\n        assert pkt.sender_id == agent_id_to_peer_id(\"alice\")\n        assert pkt.recipient_id == agent_id_to_peer_id(\"bob\")\n        assert pkt.flags & PacketFlags.HAS_RECIPIENT\n\n    def test_signature_flag(self):\n        intent = {\"intent_type\": \"test\", \"signature\": \"abc123\"}\n        pkt = intent_to_packet(intent)\n        assert pkt.flags & PacketFlags.HAS_SIGNATURE\n\n    def test_custom_ttl(self):\n        intent = {\"intent_type\": \"test\"}\n        pkt = intent_to_packet(intent, ttl=3)\n        assert pkt.ttl == 3\n\n\nclass TestPacketToIntent:\n    def test_roundtrip(self):\n        original = {\"intent_type\": \"test\", \"params\": {\"x\": 42}}\n        pkt = intent_to_packet(original)\n        recovered = packet_to_intent(pkt)\n        assert recovered[\"intent_type\"] == \"test\"\n        assert recovered[\"params\"][\"x\"] == 42\n\n    def test_full_encode_decode_roundtrip(self):\n        original = {\"id\": \"intent-123\", \"source_agent\": \"alice\", \"target_agent\": \"bob\"}\n        pkt = intent_to_packet(original, source_agent_id=\"alice\", target_agent_id=\"bob\")\n        encoded = encode(pkt)\n        decoded = decode(encoded)\n        recovered = packet_to_intent(decoded)\n        assert recovered[\"id\"] == \"intent-123\"\n\n\nclass TestBuildAckPacket:\n    def test_basic_ack(self):\n        ack = build_ack_packet(\"intent-123\")\n        assert ack.msg_type == MessageType.ACK\n        assert ack.ttl == 1\n\n        payload = json.loads(ack.payload.decode())\n        assert payload[\"intent_id\"] == \"intent-123\"\n        assert payload[\"status\"] == \"received\"\n\n    def test_ack_with_agent(self):\n        ack = build_ack_packet(\"intent-456\", responder_agent_id=\"bob\")\n        assert ack.sender_id == agent_id_to_peer_id(\"bob\")\n\n\nclass TestBuildDiscoveryPacket:\n    def test_basic_discovery(self):\n        disc = build_discovery_packet(\"agent-1\")\n        assert disc.msg_type == MessageType.DISCOVERY\n        assert disc.sender_id == agent_id_to_peer_id(\"agent-1\")\n\n        payload = json.loads(disc.payload.decode())\n        assert payload[\"agent_id\"] == \"agent-1\"\n\n    def test_discovery_with_capabilities(self):\n        disc = build_discovery_packet(\"agent-2\", \"trading\", [\"trade\", \"query\"])\n        payload = json.loads\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_grpc_transport.py?"}, {"role": "assistant", "content": "This is the file tests/test_grpc_transport.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nTest: gRPC Transport (T47) \u2014 updated for actual grpc_proto schema\n\nTests against the real SimpGrpcServicer with a mock broker.\nMatches the proto at simp/server/grpc_proto/simp.proto (SimpService).\n\nRun: python3 -m pytest tests/test_grpc_transport.py -v\n\"\"\"\n\nimport sys\nimport time\nfrom pathlib import Path\nfrom unittest.mock import MagicMock\n\nsys.path.insert(0, str(Path(__file__).resolve().parent.parent))\n\nimport grpc\nimport pytest\n\nfrom simp.server.grpc_proto import simp_pb2, simp_pb2_grpc\nfrom simp.server.grpc_server import GrpcServer, SimpGrpcServicer\nfrom simp.server.grpc_client import GrpcBrokerClient\n\n\n# \u2500\u2500 Static helpers \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\n_GRPC_PORT = 15500\n\n\ndef _next_port():\n    global _GRPC_PORT\n    _GRPC_PORT += 1\n    return _GRPC_PORT\n\n\n# \u2500\u2500 Mock Broker \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\n\nclass MockRegistry:\n    def __init__(self):\n        self._agents = {}\n\n    def exists(self, agent_id):\n        return agent_id in self._agents\n\n    def register(self, agent_id, data):\n        self._agents[agent_id] = data\n        return True\n\n    def update(self, agent_id, data):\n        if agent_id in self._agents:\n            self._agents[agent_id].update(data)\n            return True\n        return False\n\n    def deregister(self, agent_id):\n        return self._agents.pop(agent_id, None) is not None\n\n    def get(self, agent_id, default=None):\n        return self._agents.get(agent_id, default)\n\n    def count(self):\n        return len(self._agents)\n\n    def get_all(self):\n        return dict(self._agents)\n\n\nclass MockBroker:\n    def __init__(self):\n        self.agent_registry = MockRegistry()\n        self.agents = {\n            \"test-agent\": {\"capabilities\": [\"read\"], \"last_heartbeat\": \"2026-04-26T00:00:00Z\",\n                           \"heartbeat_count\": 5, \"status\": \"online\", \"file_based\": False,\n                           \"endpoint\": \"http://localhost:9000\", \"lifecycle_state\": \"running\"},\n        }\n        self.stats = {\"intents_routed\": 42, \"agents_registered\": 1, \"intents_received\": 100,\n                       \"intents_failed\": 3, \"uptime_seconds\": 3600, \"state\": \"RUNNING\", \"version\": \"2.0\"}\n        self.deregistered = []\n        self._log_events = []\n\n    def register_agent(self, agent_id, agent_type=\"generic\", endpoint=\"\", metadata=None):\n        if self.agent_registry.exists(agent_id):\n            return True  # Idempotent\n        self.agent_registry.register(agent_id, {\n            \"agent_id\": agent_id, \"agent_type\": agent_type, \"endpoint\": endpoint,\n            \"metadata\": metadata or {}, \"status\": \"online\", \"last_heartbeat\": \"2026-04-26T00:00:00Z\",\n            \"heartbeat_count\": 0, \"file_based\": False, \"lifecycle_state\": \"running\",\n        })\n        return True\n\n    def deregister_agent(self, agent_id):\n        self.deregistered.append(agent_id)\n        return self.agent_registry.deregister(agent_id)\n\n    def record_heartbeat(self, agent_id):\n        if self.agent_registry.exists\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "return SimpGrpcServicer(broker=mock_broker, lifecycle_manager=None)"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "resp = servicer.Health(simp_pb2.HealthRequest(), MagicMock())"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "assert resp.version == \"SIMP-1.0\""}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "assert result[\"version\"] == \"SIMP-1.0\""}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "req = simp_pb2.RegisterAgentRequest("}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "req = simp_pb2.DeregisterAgentRequest(agent_id=\"dereg-me\")"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "req = simp_pb2.HeartbeatRequest(agent_id=\"hb-agent\")"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "resp = servicer.ListAgents(simp_pb2.ListAgentsRequest(), MagicMock())"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "req = simp_pb2.GetAgentRequest(agent_id=\"get-me\")"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "req = simp_pb2.GetAgentRequest(agent_id=\"ghost\")"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "intent = simp_pb2.Intent("}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "req = simp_pb2.SubmitIntentRequest(intent=intent)"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "resp = servicer.GetStats(simp_pb2.Empty(), MagicMock())"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "req = simp_pb2.StreamLogsRequest(limit=5)"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "req = simp_pb2.SetAgentLifecycleRequest("}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_sprint27_failed_intents.py?"}, {"role": "assistant", "content": "This is the file tests/test_sprint27_failed_intents.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"Tests for Sprint 27: failed-intent aggregates and drill-down diagnostics.\"\"\"\n\nimport os\nimport sys\n\nfrom fastapi.testclient import TestClient\n\nsys.path.insert(0, os.path.join(os.path.dirname(__file__), \"..\"))\n\nimport dashboard.server as ds\n\n\nFAILED_INTENT = {\n    \"id\": \"86b62b9d-7743-4c20-b708-87934c3da708\",\n    \"timestamp\": \"2026-04-06T18:30:00+00:00\",\n    \"delivered_at\": \"2026-04-06T18:30:01+00:00\",\n    \"source_agent\": \"dashboard_ui\",\n    \"target_agent\": \"kashclaw_gemma\",\n    \"intent_type\": \"planning\",\n    \"delivery_status\": \"connection_refused\",\n    \"failure_reason\": \"Connection refused by target endpoint\",\n    \"correlation_ids\": {\n        \"broker_intent_id\": \"86b62b9d-7743-4c20-b708-87934c3da708\",\n        \"request_id\": \"req-123\",\n        \"correlation_id\": \"req-123\",\n    },\n    \"fallback_behavior\": {\n        \"mode\": \"queued_for_polling\",\n        \"queued_for_polling\": True,\n        \"dlq_eligible\": True,\n        \"fallback_agent\": None,\n    },\n    \"route_attempts\": [\n        {\n            \"attempt\": 1,\n            \"timestamp\": \"2026-04-06T18:30:00+00:00\",\n            \"transport\": \"http\",\n            \"endpoint\": \"http://127.0.0.1:8780\",\n            \"status\": \"connection_refused\",\n            \"http_status\": None,\n            \"error\": \"Connection refused by target endpoint\",\n        }\n    ],\n    \"lifecycle\": [\n        {\"event\": \"intent_received\", \"timestamp\": \"2026-04-06T18:30:00+00:00\", \"status\": \"pending\"},\n        {\"event\": \"fallback_queued_for_polling\", \"timestamp\": \"2026-04-06T18:30:01+00:00\", \"status\": \"connection_refused\"},\n        {\"event\": \"delivery_finalized\", \"timestamp\": \"2026-04-06T18:30:01+00:00\", \"status\": \"connection_refused\"},\n    ],\n}\n\n\ndef test_normalize_intent_detail_produces_bounded_failure_state():\n    detail = ds._normalize_intent_detail({\"intent_id\": \"abc\"}, lookup_status=\"not_found\")\n    assert detail[\"failure_reason\"] == \"unknown\"\n    assert detail[\"fallback_behavior\"][\"mode\"] == \"unknown\"\n    assert detail[\"correlation_ids\"][\"broker_intent_id\"] == \"abc\"\n\n\ndef test_failed_intents_endpoint_returns_summary_and_rows(monkeypatch):\n    async def fake_failed(limit=50):\n        return {\n            \"summary\": {\n                \"count\": 1,\n                \"latest_failure_at\": FAILED_INTENT[\"delivered_at\"],\n                \"by_status\": {\"connection_refused\": 1},\n                \"by_target_agent\": {\"kashclaw_gemma\": 1},\n            },\n            \"intents\": [FAILED_INTENT],\n        }\n\n    monkeypatch.setattr(ds, \"_broker_failed_intents\", fake_failed)\n\n    with TestClient(ds.app) as client:\n        response = client.get(\"/api/intents/failed?limit=10\")\n\n    body = response.json()\n    assert response.status_code == 200\n    assert body[\"summary\"][\"by_status\"][\"connection_refused\"] == 1\n    assert body[\"intents\"][0][\"failure_reason\"] == \"Connection refused by target endpoint\"\n    assert body[\"intents\"][0][\"route_attempts\"][0][\"status\"] == \"connection_refused\"\n\n\ndef test_intent_detail_endpoint_returns_diagnostic_view(monkeypatch):\n    a\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_timesfm_policy_engine.py?"}, {"role": "assistant", "content": "This is the file tests/test_timesfm_policy_engine.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nTests for TimesFM policy engine.\n\"\"\"\nimport pytest\nfrom unittest.mock import Mock, patch\n\nfrom simp.integrations.timesfm_policy_engine import (\n    AgentContext,\n    PolicyDecision,\n    PolicyEngine,\n    make_agent_context_for,\n)\n\n\nclass TestTimesFMPolicyEngine:\n    \"\"\"Test TimesFM policy engine functionality.\"\"\"\n    \n    def test_agent_context_creation(self):\n        \"\"\"Test AgentContext dataclass.\"\"\"\n        context = AgentContext(\n            agent_id=\"test_agent\",\n            series_id=\"test:series:1\",\n            q1_utility_score=5,\n            q3_shadow_confirmed=True,\n            q8_nonblocking=True,\n            min_series_length=100,\n            requesting_handler=\"handle_trade\",\n            extra={\"max_horizon\": 30},\n        )\n        assert context.agent_id == \"test_agent\"\n        assert context.series_id == \"test:series:1\"\n        assert context.min_series_length == 100\n        assert context.requesting_handler == \"handle_trade\"\n        assert context.q1_utility_score == 5\n        assert context.q3_shadow_confirmed is True\n        assert context.q8_nonblocking is True\n        assert context.extra == {\"max_horizon\": 30}\n    \n    def test_policy_decision_denied(self):\n        \"\"\"Test PolicyDecision denied property.\"\"\"\n        # Allowed decision\n        allowed = PolicyDecision(\n            approved=True,\n            reason=\"All requirements met\",\n            violations=[],\n            agent_id=\"test_agent\",\n            series_id=\"test:series:1\",\n        )\n        assert allowed.denied is False\n        \n        # Denied decision\n        denied = PolicyDecision(\n            approved=False,\n            reason=\"Q1 assessment failed\",\n            violations=[\"Q1 utility score too low\"],\n            agent_id=\"test_agent\",\n            series_id=\"test:series:1\",\n        )\n        assert denied.denied is True\n        \n        # Test string representation\n        assert \"APPROVED\" in str(allowed)\n        assert \"DENIED\" in str(denied)\n    \n    def test_q1_utility_score_criteria(self):\n        \"\"\"Test Q1 utility score criteria (agent capability).\"\"\"\n        engine = PolicyEngine()\n        \n        # Agent with sufficient Q1 score (5 = critical utility)\n        context = AgentContext(\n            agent_id=\"quantumarb\",\n            series_id=\"test:series:1\",\n            q1_utility_score=5,\n            q3_shadow_confirmed=True,\n            q8_nonblocking=True,\n            min_series_length=100,\n            requesting_handler=\"handle_trade\",\n        )\n        decision = engine.evaluate(context)\n        assert decision.approved is True\n        assert \"All policy checks passed\" in decision.reason\n        \n        # Agent with insufficient Q1 score (1 = minimal utility)\n        context = AgentContext(\n            agent_id=\"new_agent\",\n            series_id=\"test:series:1\",\n            q1_utility_score=1,\n            q3_shadow_confirmed=True,\n            q8_nonblocking=True,\n            min_series_length=100,\n            requesting_handler=\"handle_trad\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_sprint69_validation.py?"}, {"role": "assistant", "content": "This is the file tests/test_sprint69_validation.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nSprint 69 \u2014 Input Validation Tests\n\nTests for:\n- Fixed timestamp regex (now uses ISO 8601 pattern, not broken \\\\d{m})\n- AgentRegistrationRequest Pydantic model\n- IntentRouteRequest Pydantic model\n- HTTP Content-Type enforcement\n\"\"\"\n\nimport pytest\nfrom pydantic import ValidationError\n\nfrom simp.server.validation import (\n    ResponseRecording,\n    AgentRegistrationRequest,\n    IntentRouteRequest,\n)\nfrom simp.server.http_server import SimpHttpServer\nfrom simp.server.broker import BrokerConfig\n\n\nclass TestTimestampValidation:\n    \"\"\"Test fixed timestamp validation (was broken regex \\\\d{m}/\\\\d{d}).\"\"\"\n\n    def test_valid_iso_timestamps(self):\n        valid = [\n            \"2024-01-15 12:30:00\",\n            \"2024-01-15T12:30:00\",\n            \"2024-12-31T23:59:59\",\n            \"2024-01-01T00:00:00\",\n        ]\n        for ts in valid:\n            rec = ResponseRecording(response_id=\"r1\", content=\"test\", timestamp=ts)\n            assert rec.timestamp == ts\n\n    def test_invalid_timestamps_rejected(self):\n        invalid = [\n            \"not-a-date\",\n            \"2024/01/15\",\n            \"15-01-2024\",\n        ]\n        for ts in invalid:\n            with pytest.raises(ValidationError):\n                ResponseRecording(response_id=\"r1\", content=\"test\", timestamp=ts)\n\n    def test_none_timestamp_accepted(self):\n        \"\"\"None timestamp should be accepted (optional field).\"\"\"\n        rec = ResponseRecording(response_id=\"r1\", content=\"test\", timestamp=None)\n        assert rec.timestamp is None\n\n\nclass TestAgentRegistrationRequest:\n    \"\"\"Test Pydantic model for agent registration (Sprint 69).\"\"\"\n\n    def test_valid_registration(self):\n        req = AgentRegistrationRequest(\n            agent_id=\"vision:001\",\n            agent_type=\"vision\",\n            endpoint=\"localhost:5001\",\n        )\n        assert req.agent_id == \"vision:001\"\n\n    def test_with_metadata(self):\n        req = AgentRegistrationRequest(\n            agent_id=\"grok:001\",\n            agent_type=\"grok\",\n            endpoint=\"localhost:5002\",\n            metadata={\"version\": \"2.0\"},\n        )\n        assert req.metadata == {\"version\": \"2.0\"}\n\n    def test_empty_agent_id_rejected(self):\n        with pytest.raises(ValidationError):\n            AgentRegistrationRequest(\n                agent_id=\"\",\n                agent_type=\"test\",\n                endpoint=\"localhost:5001\",\n            )\n\n    def test_agent_id_too_long(self):\n        with pytest.raises(ValidationError):\n            AgentRegistrationRequest(\n                agent_id=\"a\" * 129,\n                agent_type=\"test\",\n                endpoint=\"localhost:5001\",\n            )\n\n    def test_agent_type_invalid_chars(self):\n        with pytest.raises(ValidationError):\n            AgentRegistrationRequest(\n                agent_id=\"test001\",\n                agent_type=\"test type!\",\n                endpoint=\"localhost:5001\",\n            )\n\n    def test_endpoint_too_long(self):\n        with pytest.raises(ValidationError):\n            AgentR\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "server = SimpHttpServer(config)"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_skill_engine.py?"}, {"role": "assistant", "content": "This is the file tests/test_skill_engine.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nTests for simp.projectx.skill_engine\n\"\"\"\nimport tempfile\nfrom pathlib import Path\n\nimport pytest\n\nfrom simp.projectx.skill_engine import (\n    SkillDefinition,\n    SkillEngine,\n    _INTENT_SUBSYSTEM_MAP,\n)\n\n\n# \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n# SkillDefinition tests\n# \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\nclass TestSkillDefinition:\n    def test_init_requires_name_description_system_prompt(self):\n        skill = SkillDefinition(\n            name=\"test_skill\",\n            description=\"A test skill\",\n            system_prompt=\"You are a test.\",\n        )\n        assert skill.name == \"test_skill\"\n        assert skill.description == \"A test skill\"\n        assert skill.system_prompt == \"You are a test.\"\n        assert skill.tools == []\n        assert skill.intent_types == []\n        assert skill.constraints == []\n        assert skill.source_file == \"\"\n\n    def test_init_accepts_optional_fields(self):\n        skill = SkillDefinition(\n            name=\"my_skill\",\n            description=\"Desc\",\n            system_prompt=\"Prompt\",\n            tools=[\"websearch\", \"crawl\"],\n            intent_types=[\"research_request\", \"analysis\"],\n            constraints=[\"Don't use external APIs\", \"Be concise\"],\n            source_file=\"/path/to/skill.md\",\n        )\n        assert skill.tools == [\"websearch\", \"crawl\"]\n        assert skill.intent_types == [\"research_request\", \"analysis\"]\n        assert skill.constraints == [\"Don't use external APIs\", \"Be concise\"]\n        assert skill.source_file == \"/path/to/skill.md\"\n\n    def test_repr_includes_name(self):\n        skill = SkillDefinition(name=\"foo\", description=\"Bar\", system_prompt=\"Hi\")\n        r = repr(skill)\n        assert \"foo\" in r\n        assert \"SkillDefinition\" in r\n\n    def test_equality_based_on_all_fields(self):\n        skill_a = SkillDefinition(name=\"foo\", description=\"Desc\", system_prompt=\"P\")\n        skill_b = SkillDefinition(name=\"foo\", description=\"Different\", system_prompt=\"X\")\n        skill_c = SkillDefinition(name=\"bar\", description=\"Desc\", system_prompt=\"P\")\n        skill_d = SkillDefinition(name=\"foo\", description=\"Desc\", system_prompt=\"P\")\n        # Different fields: not equal\n        assert skill_a != skill_b\n        assert skill_a != skill_c\n        # Same fields: equal\n        assert skill_a == skill_d\n\n    def test_to_subsystem_config_returns_config(self):\n        from simp.projectx.subsystems import SubsystemConfig\n        skill = SkillDefinition(\n            name=\"deep_research\",\n            description=\"Deep research subsystem\",\n            system_prompt=\"Research deeply.\",\n            tools=[\"websearch\"],\n            intent_types=[\"research_request\"],\n            constraints=[\"Cite sources\"],\n        )\n        config = skill.to_subsystem_config()\n        assert isinstance(config, SubsystemConfig)\n        assert config.name == \"deep_research\"\n        assert config.role == \"Deep research subsystem\"\n      \n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "assert engine._skills_dir == Path(\"simp/skills\")"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_nurture_agent.py?"}, {"role": "assistant", "content": "This is the file tests/test_nurture_agent.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nTests for nurture_agent \u2014 drip sequence state machine, engagement tracking, escalation.\n\"\"\"\n\nimport json\nimport os\nimport pytest\nimport shutil\nimport signal\nimport tempfile\nimport threading\nimport time\nfrom datetime import datetime, timezone, timedelta\nfrom pathlib import Path\nfrom unittest.mock import patch, MagicMock\n\n# Import the module under test via importlib to avoid pytest assertion-rewrite issues\nimport importlib.util\nimport sys\nfrom pathlib import Path as PP\n\nSCRIPTS_AGENTS = PP(__file__).resolve().parent.parent.parent / \"simp\" / \"scripts\" / \"agents\"\n# Verify the path resolves correctly\nassert SCRIPTS_AGENTS.exists(), f\"Scripts agents dir not found at {SCRIPTS_AGENTS}\"\nsys.path.insert(0, str(SCRIPTS_AGENTS))\n\n_spec = importlib.util.spec_from_file_location(\"nurture_agent\", SCRIPTS_AGENTS / \"nurture_agent.py\")\nmodule_under_test = importlib.util.module_from_spec(_spec)\nsys.modules[\"nurture_agent\"] = module_under_test\n_spec.loader.exec_module(module_under_test)\n\n\n# \u2500\u2500\u2500 TempDir Fixture \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\n@pytest.fixture\ndef temp_leads(tmp_path):\n    \"\"\"Create a isolated temp leads directory with all subdirs.\"\"\"\n    leads = tmp_path / \"leads\"\n    nurture = leads / \"nurture\"\n    immediate = leads / \"immediate\"\n    cold = leads / \"cold\"\n    activity = leads / \"activity\"\n    data = tmp_path / \"data\"\n\n    for d in [nurture, immediate, cold, activity, data]:\n        d.mkdir(parents=True, exist_ok=True)\n\n    with patch.object(module_under_test, \"LEADS_DIR\", leads), \\\n         patch.object(module_under_test, \"NURTURE_DIR\", nurture), \\\n         patch.object(module_under_test, \"IMMEDIATE_DIR\", immediate), \\\n         patch.object(module_under_test, \"COLD_DIR\", cold), \\\n         patch.object(module_under_test, \"ACTIVITY_DIR\", activity), \\\n         patch.object(module_under_test, \"DATA_DIR\", data):\n        yield {\n            \"leads\": leads,\n            \"nurture\": nurture,\n            \"immediate\": immediate,\n            \"cold\": cold,\n            \"activity\": activity,\n            \"data\": data,\n        }\n\n\n# \u2500\u2500\u2500 Test Drip States \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\ndef test_drip_state_enum():\n    \"\"\"DripState enum has all expected values.\"\"\"\n    assert module_under_test.DripState.PENDING_D1.value == \"pending_d1\"\n    assert module_under_test.DripState.PENDING_D3.value == \"pending_d3\"\n    assert module_under_test.DripState.PENDING_D7.value == \"pending_d7\"\n    assert module_under_test.DripState.PENDING_D14.value == \"pending_d14\"\n    assert module_under_test.DripState.EXHAUSTED.value == \"exhausted\"\n    assert module_under_test.DripState.ESCALATED.value == \"escalated\"\n\n\n# \u2500\u2500\u2500 Test Next State \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\ndef test_next_state():\n    \"\"\"State machine advances correctly through drip sequence.\"\"\"\n    assert module_under_test._next_state(module_under_test.DripState.PENDING_D1) == module_under_test.DripState.PENDING_D3\n    assert module_under_test._next_stat\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_demo_builder.py?"}, {"role": "assistant", "content": "This is the file tests/test_demo_builder.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"Tests for demo_builder \u2014 HTML report generation and lead handling.\"\"\"\n\nimport json\nimport os\nimport re\nfrom pathlib import Path\nfrom unittest.mock import patch\n\nimport pytest\n\n# Ensure simp package is importable\nimport sys\nsys.path.insert(0, str(Path(__file__).parent.parent))\n\nfrom scripts.demo_builder import (\n    LeadRecord,\n    build_demo_html,\n    build_remediation_priority,\n    _escape_html,\n    _severity_badge,\n    _priority_class,\n    CIS_V8_FRAMEWORKS,\n    REPORT_FRAMEWORKS_DISPLAY,\n    run_demo_builder,\n    DEFAULT_OUTPUT_DIR,\n)\n\n\n# ---------------------------------------------------------------------------\n# LeadRecord tests\n# ---------------------------------------------------------------------------\n\nclass TestLeadRecord:\n    def test_from_dict_minimal(self):\n        lead = LeadRecord.from_dict({\"domain\": \"stripe.com\"})\n        assert lead.domain == \"stripe.com\"\n        assert lead.company == \"\"\n        assert lead.email == \"\"\n\n    def test_from_dict_full(self):\n        lead = LeadRecord.from_dict({\n            \"domain\": \"stripe.com\",\n            \"company\": \"Stripe, Inc.\",\n            \"first_name\": \"Alice\",\n            \"last_name\": \"Smith\",\n            \"email\": \"alice@stripe.com\",\n            \"title\": \"CISO\",\n            \"industry\": \"FinTech\",\n        })\n        assert lead.domain == \"stripe.com\"\n        assert lead.company == \"Stripe, Inc.\"\n        assert lead.full_name == \"Alice Smith\"\n        assert lead.email == \"alice@stripe.com\"\n\n    def test_safe_company(self):\n        lead = LeadRecord.from_dict({\n            \"domain\": \"my-company.io\",\n            \"company\": \"My Company (Official)!\",\n        })\n        assert lead.safe_company == \"My_Company__Official__\"\n\n    def test_safe_company_fallback_to_domain(self):\n        lead = LeadRecord.from_dict({\"domain\": \"my-company.io\"})\n        # domain-only: split on '.' gives 'my-company' (not underscores)\n        assert lead.safe_company == \"my-company\"\n\n    def test_from_dict_legacy_field_names(self):\n        \"\"\"email_address and company_name are legacy field names.\"\"\"\n        lead = LeadRecord.from_dict({\n            \"domain\": \"stripe.com\",\n            \"email_address\": \"alice@stripe.com\",\n            \"company_name\": \"Stripe HQ\",\n        })\n        assert lead.email == \"alice@stripe.com\"\n        assert lead.company == \"Stripe HQ\"\n\n\n# ---------------------------------------------------------------------------\n# Helper function tests\n# ---------------------------------------------------------------------------\n\nclass TestEscapeHtml:\n    def test_escapes_ampersand(self):\n        assert _escape_html(\"A & B\") == \"A &amp; B\"\n\n    def test_escapes_lt_gt(self):\n        assert _escape_html(\"<script>\") == \"&lt;script&gt;\"\n\n    def test_escapes_quotes(self):\n        assert _escape_html('say \"hello\"') == \"say &quot;hello&quot;\"\n\n    def test_preserves_plain_text(self):\n        assert _escape_html(\"plain text\") == \"plain text\"\n\n\nclass TestSeverityBadge:\n    def test_critical(self):\n        html = _s\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_sprint19_production.py?"}, {"role": "assistant", "content": "This is the file tests/test_sprint19_production.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"Tests for Sprint 19: Production server, orchestration fixes, task dependencies.\"\"\"\n\nimport os\nimport sys\n\nimport pytest\n\nsys.path.insert(0, os.path.join(os.path.dirname(__file__), \"..\"))\n\n\nclass TestProductionServer:\n    def test_start_production_script_exists(self):\n        path = os.path.join(os.path.dirname(__file__), \"..\", \"bin\", \"start_production.py\")\n        assert os.path.exists(path)\n\n    def test_production_script_compiles(self):\n        import py_compile\n        path = os.path.join(os.path.dirname(__file__), \"..\", \"bin\", \"start_production.py\")\n        py_compile.compile(path, doraise=True)\n\n    def test_create_app_factory_exists(self):\n        from simp.server.http_server import create_app\n        app = create_app()\n        assert app is not None\n\n    def test_gunicorn_in_requirements(self):\n        path = os.path.join(os.path.dirname(__file__), \"..\", \"requirements.txt\")\n        with open(path) as f:\n            content = f.read()\n        assert \"gunicorn\" in content.lower()\n\n\nclass TestOrchestrationDuplicateFix:\n    def test_task_ledger_get_task(self):\n        from simp.task_ledger import TaskLedger\n        tl = TaskLedger()\n        task_id = tl.create_task(\n            title=\"Test task\",\n            task_type=\"implementation\",\n            description=\"Test task\",\n        )\n        task = tl.get_task(task_id)\n        assert task is not None\n        assert task[\"task_id\"] == task_id\n\n    def test_no_duplicate_task_for_same_intent(self):\n        \"\"\"Creating a task for the same intent should not duplicate.\"\"\"\n        from simp.task_ledger import TaskLedger\n        tl = TaskLedger()\n        task_id_1 = tl.create_task(\n            title=\"Task for intent X\",\n            task_type=\"implementation\",\n            description=\"Task for intent X\",\n        )\n        # The fix should prevent duplicates when routing the same intent\n        task = tl.get_task(task_id_1)\n        assert task is not None\n\n\nclass TestTaskDependencyOrdering:\n    def test_task_ledger_has_blocked_status(self):\n        from simp.task_ledger import TaskLedger, VALID_STATUSES\n        assert \"blocked\" in VALID_STATUSES\n\n    def test_subtask_ordering(self):\n        from simp.task_ledger import TaskLedger\n        tl = TaskLedger()\n        parent_id = tl.create_task(\n            title=\"Parent goal\",\n            task_type=\"architecture\",\n            description=\"Parent goal\",\n        )\n        subtasks = [\n            {\"task_type\": \"spec\", \"description\": \"Step 1\", \"title\": \"Step 1\", \"order\": 0},\n            {\"task_type\": \"implementation\", \"description\": \"Step 2\", \"title\": \"Step 2\", \"order\": 1},\n            {\"task_type\": \"test\", \"description\": \"Step 3\", \"title\": \"Step 3\", \"order\": 2},\n        ]\n        tl.decompose_task(parent_id, subtasks)\n        parent = tl.get_task(parent_id)\n        assert len(parent.get(\"subtask_ids\", [])) == 3\n\n    def test_subtask_blocked_status(self):\n        \"\"\"Subtasks with order > 0 should start as blocked.\"\"\"\n        from simp.task_ledger import TaskL\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_financial_a2a_integration.py?"}, {"role": "assistant", "content": "This is the file tests/test_financial_a2a_integration.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nIntegration tests for A2A/FinancialOps with synthetic agent summaries.\n\nThese tests verify that the A2A layer works correctly with summaries\nthat mimic real agent outputs from QuantumArb, KashClaw, and Kloutbot.\n\nThe tests focus on:\n- Creating realistic synthetic agent decision summaries\n- Testing aggregator behavior with agent-like inputs\n- Verifying safety checks work with realistic scenarios\n- Ensuring the system handles conflicts and consensus appropriately\n\"\"\"\n\nimport pytest\nfrom simp.financial.a2a_schema import (\n    AgentDecisionSummary,\n    PortfolioPosture,\n    A2APlan,\n    Side,\n    RiskPosture,\n    ExecutionMode,\n)\nfrom simp.financial.a2a_aggregator import (\n    build_a2a_plan,\n    compute_aggregate_exposure,\n    classify_posture,\n    calculate_net_direction,\n)\nfrom simp.financial.a2a_safety import (\n    evaluate_risk,\n    must_block,\n    check_plan_safety,\n)\n\n\ndef create_kashclaw_like_summary(\n    instrument: str = \"BTC-USD\",\n    side: Side = Side.BUY,\n    quantity: float = 1000.0,\n    confidence: float = 0.7,\n    volatility_posture: str = \"neutral\"\n) -> AgentDecisionSummary:\n    \"\"\"\n    Create a synthetic KashClaw-like agent decision summary.\n    \n    KashClaw characteristics:\n    - Trading execution agent\n    - Uses TimesFM for volatility-adjusted sizing\n    - Has risk_posture field (conservative/neutral/aggressive)\n    - Typically provides confidence based on market conditions\n    \n    Args:\n        instrument: Trading instrument\n        side: BUY/SELL/HOLD\n        quantity: Amount to trade\n        confidence: Confidence score (0.0-1.0)\n        volatility_posture: Volatility assessment\n        \n    Returns:\n        AgentDecisionSummary mimicking KashClaw output\n    \"\"\"\n    return AgentDecisionSummary(\n        agent_name=\"kashclaw\",\n        instrument=instrument,\n        side=side,\n        quantity=quantity,\n        units=\"USD\",\n        confidence=confidence,\n        volatility_posture=volatility_posture,\n        timesfm_used=True,  # KashClaw uses TimesFM\n        rationale=f\"KashClaw execution: {side.value.upper()} {instrument} based on volatility-adjusted sizing\",\n    )\n\n\ndef create_quantumarb_like_summary(\n    instrument: str = \"BTC-USD\",\n    side: Side = Side.BUY,\n    quantity: float = 1500.0,\n    confidence: float = 0.85,\n    horizon_days: int = 7\n) -> AgentDecisionSummary:\n    \"\"\"\n    Create a synthetic QuantumArb-like agent decision summary.\n    \n    QuantumArb characteristics:\n    - Arbitrage detection agent\n    - High confidence when opportunities are clear\n    - Uses statistical analysis and TimesFM\n    - Has horizon estimates for mean reversion\n    \n    Args:\n        instrument: Trading instrument\n        side: BUY/SELL/HOLD\n        quantity: Amount to trade\n        confidence: Confidence score (0.0-1.0)\n        horizon_days: Time horizon in days\n        \n    Returns:\n        AgentDecisionSummary mimicking QuantumArb output\n    \"\"\"\n    return AgentDecisionSummary(\n        agent_name=\"quantumarb\",\n        instrument=in\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_subsystems.py?"}, {"role": "assistant", "content": "This is the file tests/test_subsystems.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nTests for simp.projectx.subsystems: SubsystemConfig, SubsystemRegistry, SubsystemHandle.\n\"\"\"\n\nfrom simp.projectx.subsystems import (\n    SubsystemConfig,\n    SubsystemRegistry,\n    SubsystemHandle,\n    SubsystemResult,\n)\n\n\n# \u2500\u2500 Helpers \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\ndef dummy_executor(system_prompt: str, user_message: str) -> str:\n    \"\"\"Executor that ignores inputs and returns a fixed result.\"\"\"\n    return \"done\"\n\n\n# \u2500\u2500 SubsystemConfig \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\ndef test_subsystem_config_required_fields():\n    cfg = SubsystemConfig(name=\"test\", role=\"analyst\", system_prompt=\"Think\")\n    assert cfg.name == \"test\"\n    assert cfg.role == \"analyst\"\n    assert cfg.system_prompt == \"Think\"\n\ndef test_subsystem_config_defaults():\n    cfg = SubsystemConfig(name=\"x\", role=\"y\", system_prompt=\"z\")\n    assert cfg.max_calls_per_minute == 10\n    assert cfg.memory_enabled is True\n    assert cfg.web_enabled is False\n    assert cfg.tags == []\n\ndef test_subsystem_config_custom_limits():\n    cfg = SubsystemConfig(\n        name=\"heavy\",\n        role=\"processor\",\n        system_prompt=\"Process\",\n        max_calls_per_minute=50,\n        memory_enabled=False,\n        web_enabled=True,\n        tags=[\"batch\"],\n    )\n    assert cfg.max_calls_per_minute == 50\n    assert cfg.memory_enabled is False\n    assert cfg.web_enabled is True\n    assert cfg.tags == [\"batch\"]\n\n\n# \u2500\u2500 SubsystemHandle \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\ndef test_subsystem_handle_name():\n    cfg = SubsystemConfig(name=\"foo\", role=\"r\", system_prompt=\"p\")\n    h = SubsystemHandle(cfg)\n    assert h.name == \"foo\"\n\ndef test_subsystem_handle_run_returns_result():\n    cfg = SubsystemConfig(name=\"run_test\", role=\"analyst\", system_prompt=\"Think\")\n    h = SubsystemHandle(cfg)\n    result = h.run(\"hello\", dummy_executor)\n    assert isinstance(result, SubsystemResult)\n    assert result.subsystem == \"run_test\"\n    assert result.task == \"hello\"\n    assert result.output == \"done\"\n    assert result.error is None\n    assert result.success is True\n\ndef test_subsystem_handle_run_error():\n    cfg = SubsystemConfig(name=\"err_test\", role=\"analyst\", system_prompt=\"Think\")\n    h = SubsystemHandle(cfg)\n    result = h.run(\"fail\", lambda sp, um: (_ for _ in ()).throw(RuntimeError(\"boom\")))\n    assert result.error == \"boom\"\n    assert result.success is False\n\ndef test_subsystem_handle_run_error_preserves_task():\n    cfg = SubsystemConfig(name=\"err_task\", role=\"analyst\", system_prompt=\"Think\")\n    h = SubsystemHandle(cfg)\n    result = h.run(\"my_task\", lambda sp, um: (_ for _ in ()).throw(ValueError(\"oops\")))\n    assert result.task == \"my_task\"\n\ndef test_subsystem_handle_remaining_calls_decrements():\n    cfg = SubsystemConfig(name=\"rate_test\", role=\"analyst\", system_prompt=\"Think\", max_calls_per_minute=5)\n    h = SubsystemHandle(cfg)\n    initial = h.remaining_calls\n    assert initial == 5\n    h.run(\"a\", dummy_executor)\n    assert h.remai\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_mesh_observability.py?"}, {"role": "assistant", "content": "This is the file tests/test_mesh_observability.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nContract tests for mesh observability endpoints on EnhancedMeshBus.\n\nVerifies response shape ({status, generated_at, source, payload}) for:\n  - /mesh/subscriptions\n  - /mesh/stats\n  - /mesh/channels\n\nAlso tests empty bus, populated bus, deregistration reconciliation, and\nregression coverage (no AttributeError / KeyError).\n\"\"\"\n\nfrom __future__ import annotations\n\nimport json\nimport re\nimport sys\nimport tempfile\nfrom pathlib import Path\nfrom datetime import datetime, timezone\n\nimport pytest\n\n# \u2500\u2500 Project bootstrap \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nPROJECT_ROOT = Path(__file__).resolve().parent.parent\nif str(PROJECT_ROOT) not in sys.path:\n    sys.path.insert(0, str(PROJECT_ROOT))\n\nfrom simp.mesh.enhanced_bus import EnhancedMeshBus\n\n# \u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\n# Helpers\n# \u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\n\nISO_REGEX = re.compile(\n    r\"^\\d{4}-\\d{2}-\\d{2}T\\d{2}:\\d{2}:\\d{2}(\\.\\d+)?(Z|[+-]\\d{2}:\\d{2})$\"\n)\n\n\ndef _contract_keys() -> set:\n    \"\"\"The mandatory top-level keys every mesh endpoint response must contain.\"\"\"\n    return {\"status\", \"generated_at\", \"source\", \"payload\"}\n\n\ndef _assert_contract_shape(response: dict, label: str = \"\") -> None:\n    \"\"\"Assert that *response* satisfies the observability contract shape.\"\"\"\n    missing = _contract_keys() - set(response.keys())\n    extra = set(response.keys()) - _contract_keys()\n    parts = [f\"  label={label!r}\"]\n    if missing:\n        parts.append(f\"  missing keys: {sorted(missing)}\")\n    if extra:\n        parts.append(f\"  extra keys: {sorted(extra)}\")\n    assert not missing and not extra, \"Contract shape violation:\\n\" + \"\\n\".join(parts)\n\n    # Validate generated_at is an ISO8601 timestamp\n    assert ISO_REGEX.match(response[\"generated_at\"]), (\n        f\"generated_at not ISO8601: {response['generated_at']!r}\"\n    )\n\n    # Validate source is present and non-empty\n    assert isinstance(response[\"source\"], str) and response[\"source\"], (\n        f\"source missing or empty: {response['source']!r}\"\n    )\n\n    # Validate payload exists and is a dict\n    assert isinstance(response[\"payload\"], dict), (\n        f\"payload must be dict, got {type(response['payload']).__name__}\"\n    )\n\n\ndef _build_response(\n    bus: EnhancedMeshBus,\n    endpoint: str,\n) -> dict:\n    \"\"\"Simulate the three mesh endpoint handlers and return the contract-shaped dict.\"\"\"\n    now = datetime.now(timezone.utc).isoformat()\n\n    if endpoint == \"subscriptions\":\n        # mirror /mesh/subscriptions handler logic\n        channels = bus.get_all_subscriptions()\n        agent_channels = {\n            agent_id: bus.get_agent_channels(agent_id)\n            for agent_id in bus.get_registered_agents()\n        }\n        return {\n            \"status\": \"success\",\n            \"generated_at\": now,\n            \"source\": \"enhanced_mesh_bus\",\n            \"payload\": {\n                \"channels\": channels,\n                \"agent_channels\": agent_chann\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_projectx_tool_generator.py?"}, {"role": "assistant", "content": "This is the file tests/test_projectx_tool_generator.py from the SIMP codebase. Here is its content:\n\n```\nfrom __future__ import annotations\n\nfrom simp.mcp.tool_registry import ToolRegistry\nfrom simp.projectx.tool_generator import get_dynamic_tool_creator\n\n\ndef test_dynamic_tool_creator_is_stable_per_agent() -> None:\n    creator_a1 = get_dynamic_tool_creator(\"projectx_dynamic_a\")\n    creator_a2 = get_dynamic_tool_creator(\"projectx_dynamic_a\")\n    creator_b = get_dynamic_tool_creator(\"projectx_dynamic_b\")\n\n    assert creator_a1 is creator_a2\n    assert creator_a1 is not creator_b\n\n\ndef test_dynamic_tool_creator_registers_and_runs_summarize_tool() -> None:\n    agent_id = \"projectx_dynamic_summary\"\n    creator = get_dynamic_tool_creator(agent_id)\n\n    result = creator.register_tool(\"summarize incident items\", name_hint=\"incident_summary\")\n    registry = ToolRegistry.get_registry(agent_id)\n\n    assert result[\"status\"] == \"success\"\n    assert registry is not None\n\n    tool_result = registry.call_tool(\n        \"incident_summary\",\n        items=[\"alpha event\", \"beta event\", \"gamma event\"],\n        max_items=2,\n    )\n\n    assert tool_result[\"count\"] == 3\n    assert \"alpha event\" in tool_result[\"summary\"]\n    assert \"gamma event\" not in tool_result[\"summary\"]\n\n\ndef test_dynamic_tool_creator_registers_threshold_filter_tool() -> None:\n    agent_id = \"projectx_dynamic_filter\"\n    creator = get_dynamic_tool_creator(agent_id)\n\n    creator.register_tool(\"filter records above threshold\", name_hint=\"high_scores\")\n    registry = ToolRegistry.get_registry(agent_id)\n\n    tool_result = registry.call_tool(\n        \"high_scores\",\n        items=[\n            {\"symbol\": \"AAA\", \"score\": 0.42},\n            {\"symbol\": \"BBB\", \"score\": 0.91},\n            {\"symbol\": \"CCC\", \"score\": \"bad\"},\n        ],\n        field=\"score\",\n        min_value=0.5,\n    )\n\n    assert tool_result[\"count\"] == 1\n    assert tool_result[\"items\"][0][\"symbol\"] == \"BBB\"\n\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_sprint18_scalability.py?"}, {"role": "assistant", "content": "This is the file tests/test_sprint18_scalability.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"Tests for Sprint 18: Scalability \u2014 connection pooling, async health, dead agent cleanup.\"\"\"\n\nimport asyncio\nimport os\nimport sys\nimport time\n\nimport pytest\n\nsys.path.insert(0, os.path.join(os.path.dirname(__file__), \"..\"))\n\nfrom simp.server.broker import SimpBroker, BrokerConfig\n\n\nclass TestAsyncHealthChecks:\n\n    def test_health_check_loop_is_async(self, broker):\n        \"\"\"Health check loop should be an async coroutine.\"\"\"\n        assert asyncio.iscoroutinefunction(broker._health_check_loop)\n\n    def test_bounded_health_check_exists(self, broker):\n        \"\"\"Bounded health check method should exist and be async.\"\"\"\n        assert hasattr(broker, '_bounded_health_check')\n        assert asyncio.iscoroutinefunction(broker._bounded_health_check)\n\n    def test_check_agent_health_is_async(self, broker):\n        \"\"\"_check_agent_health should be an async coroutine.\"\"\"\n        assert asyncio.iscoroutinefunction(broker._check_agent_health)\n\n    def test_health_check_with_no_agents(self, broker):\n        \"\"\"Health check loop should handle empty agent registry.\"\"\"\n        loop = asyncio.new_event_loop()\n        try:\n            async def quick_check():\n                agents = list(broker.agents.items())\n                assert len(agents) == 0\n            loop.run_until_complete(quick_check())\n        finally:\n            loop.close()\n\n\nclass TestConnectionPooling:\n\n    def test_broker_has_http_pool_attribute(self, broker):\n        \"\"\"Broker should have an HTTP pool attribute (None before start).\"\"\"\n        assert hasattr(broker, '_http_pool')\n\n    def test_http_pool_none_before_start(self, broker):\n        \"\"\"HTTP pool should be None before start() is called.\"\"\"\n        assert broker._http_pool is None\n\n    def test_http_pool_created_on_start(self, broker):\n        \"\"\"HTTP pool should be created when broker starts.\"\"\"\n        broker.start()\n        try:\n            assert broker._http_pool is not None\n        finally:\n            broker.stop()\n\n    def test_httpx_in_requirements(self):\n        \"\"\"httpx should be in requirements.txt.\"\"\"\n        req_path = os.path.join(os.path.dirname(__file__), \"..\", \"requirements.txt\")\n        with open(req_path) as f:\n            content = f.read()\n        assert \"httpx\" in content.lower()\n\n    def test_close_http_pool_method_exists(self, broker):\n        \"\"\"Broker should have a method to close the HTTP pool.\"\"\"\n        assert hasattr(broker, '_close_http_pool')\n        assert asyncio.iscoroutinefunction(broker._close_http_pool)\n\n\nclass TestDeadAgentCleanup:\n\n    def test_agent_info_has_failure_counter(self, broker):\n        \"\"\"Registered agents should track health check failures.\"\"\"\n        broker.start()\n        try:\n            broker.register_agent(\n                agent_id=\"test_agent_cleanup\",\n                agent_type=\"test\",\n                endpoint=\"http://localhost:9999\",\n                metadata={},\n            )\n            agent_info = broker.agents.get(\"test_agent_cleanup\", {})\n            assert \"healt\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "path = os.path.join(os.path.dirname(__file__), \"..\", \"simp\", \"server\", \"broker.py\")"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_mesh_client.py?"}, {"role": "assistant", "content": "This is the file tests/test_mesh_client.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nTests for SIMP Mesh Client.\n\"\"\"\n\nimport json\nimport time\nfrom unittest.mock import Mock, patch, MagicMock\nimport pytest\n\nfrom simp.mesh.client import MeshClient, create_mesh_client\nfrom simp.mesh.packet import MeshPacket, MessageType, Priority\n\n\nclass MockResponse:\n    \"\"\"Mock HTTP response for testing.\"\"\"\n    \n    def __init__(self, status_code=200, json_data=None, text=\"\"):\n        self.status_code = status_code\n        self._json_data = json_data or {}\n        self.text = text\n    \n    def json(self):\n        return self._json_data\n\n\nclass TestMeshClientBasics:\n    \"\"\"Test basic MeshClient functionality.\"\"\"\n    \n    def test_client_initialization(self):\n        \"\"\"Test MeshClient initialization.\"\"\"\n        # Test with httpx available\n        with patch.dict('sys.modules', {'httpx': MagicMock()}):\n            from simp.mesh.client import MeshClient\n            client = MeshClient(agent_id=\"test_agent\", broker_url=\"http://test:5555\")\n            \n            assert client.agent_id == \"test_agent\"\n            assert client.broker_url == \"http://test:5555\"\n            assert client.api_key is None\n            assert client._http is not None\n    \n    def test_create_mesh_client(self):\n        \"\"\"Test create_mesh_client helper function.\"\"\"\n        client = create_mesh_client(\n            agent_id=\"test_agent\",\n            broker_url=\"http://test:5555\",\n            api_key=\"test_key\"\n        )\n        \n        assert isinstance(client, MeshClient)\n        assert client.agent_id == \"test_agent\"\n        assert client.broker_url == \"http://test:5555\"\n        assert client.api_key == \"test_key\"\n\n\nclass TestMeshClientSend:\n    \"\"\"Test message sending functionality.\"\"\"\n    \n    def test_send_basic(self):\n        \"\"\"Test basic send operation.\"\"\"\n        mock_http = Mock()\n        mock_response = MockResponse(200, {\n            \"status\": \"success\",\n            \"message_id\": \"test-message-id\"\n        })\n        mock_http.post.return_value = mock_response\n        \n        client = MeshClient(\n            agent_id=\"sender\",\n            broker_url=\"http://test:5555\",\n            http_client=mock_http\n        )\n        \n        # Send message\n        message_id = client.send(\n            recipient_id=\"receiver\",\n            payload={\"test\": \"data\"}\n        )\n        \n        assert message_id == \"test-message-id\"\n        \n        # Verify HTTP call\n        mock_http.post.assert_called_once()\n        args, kwargs = mock_http.post.call_args\n        assert args[0] == \"http://test:5555/mesh/send\"\n        assert kwargs[\"headers\"][\"Content-Type\"] == \"application/json\"\n        \n        # Verify request data\n        request_data = kwargs[\"json\"]\n        assert request_data[\"sender_id\"] == \"sender\"\n        assert request_data[\"recipient_id\"] == \"receiver\"\n        assert request_data[\"payload\"] == {\"test\": \"data\"}\n    \n    def test_send_to_agent(self):\n        \"\"\"Test send_to_agent convenience method.\"\"\"\n        mock_http = Mock()\n        mock_response = MockResponse(2\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_projectx_optimization.py?"}, {"role": "assistant", "content": "This is the file tests/test_projectx_optimization.py from the SIMP codebase. Here is its content:\n\n```\nfrom __future__ import annotations\n\nfrom simp.projectx.apo_engine import APOEngine\nfrom simp.projectx.bayesian_optimization import (\n    GaussianProcessOptimizer,\n    PromptBayesianOptimizer,\n    SearchDimension,\n)\nfrom simp.projectx.evolutionary_ai import (\n    EvolutionConfig,\n    EvolutionaryOptimizer,\n    PromptEvolutionEngine,\n)\n\n\ndef _quadratic_objective(params: dict[str, float | int]) -> float:\n    x = float(params[\"x\"])\n    return 1.0 - ((x - 0.72) ** 2)\n\n\ndef test_gaussian_process_optimizer_improves_simple_quadratic() -> None:\n    optimizer = GaussianProcessOptimizer(\n        [SearchDimension(\"x\", 0.0, 1.0)],\n        random_seed=7,\n    )\n\n    result = optimizer.optimize(_quadratic_objective, iterations=18, warmup=4)\n\n    assert result.best_score > 0.97\n    assert abs(float(result.best_params[\"x\"]) - 0.72) < 0.18\n    assert len(result.observations) == 18\n\n\ndef test_prompt_bayesian_optimizer_returns_high_scoring_template() -> None:\n    optimizer = PromptBayesianOptimizer(\n        [\n            SearchDimension(\"tone\", 0.0, 1.0),\n            SearchDimension(\"detail\", 0, 4, kind=\"int\"),\n        ],\n        template_factory=lambda params: (\n            f\"tone={float(params['tone']):.2f};detail={int(params['detail'])}\"\n        ),\n        random_seed=3,\n    )\n\n    def scorer(prompt: str) -> float:\n        tone_part, detail_part = prompt.split(\";\")\n        tone = float(tone_part.split(\"=\")[1])\n        detail = int(detail_part.split(\"=\")[1])\n        return 1.0 - abs(tone - 0.65) - abs(detail - 3) * 0.08\n\n    result = optimizer.optimize(scorer, iterations=16, warmup=4)\n\n    assert result[\"best_score\"] > 0.80\n    assert \"tone=\" in result[\"best_template\"]\n    assert result[\"observation_count\"] == 16\n\n\ndef test_evolutionary_optimizer_improves_simple_quadratic() -> None:\n    optimizer = EvolutionaryOptimizer(\n        [SearchDimension(\"x\", 0.0, 1.0)],\n        config=EvolutionConfig(\n            population_size=10,\n            generations=7,\n            mutation_rate=0.30,\n            crossover_rate=0.90,\n            elite_count=2,\n            random_seed=11,\n        ),\n    )\n\n    result = optimizer.optimize(_quadratic_objective)\n\n    assert result.best_candidate.fitness is not None\n    assert result.best_candidate.fitness > 0.95\n    assert abs(float(result.best_candidate.genes[\"x\"]) - 0.72) < 0.20\n    assert len(result.history) == 7\n\n\ndef test_prompt_evolution_engine_returns_best_template() -> None:\n    engine = PromptEvolutionEngine(\n        [\n            SearchDimension(\"brevity\", 0, 5, kind=\"int\"),\n            SearchDimension(\"certainty\", 0.0, 1.0),\n        ],\n        template_factory=lambda genes: (\n            f\"brevity={int(genes['brevity'])};certainty={float(genes['certainty']):.2f}\"\n        ),\n        config=EvolutionConfig(\n            population_size=12,\n            generations=6,\n            mutation_rate=0.25,\n            crossover_rate=0.85,\n            elite_count=2,\n            random_seed=21,\n        ),\n    )\n\n    def scorer(prompt: str) \n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_system_learning.py?"}, {"role": "assistant", "content": "This is the file tests/test_system_learning.py from the SIMP codebase. Here is its content:\n\n```\nfrom __future__ import annotations\n\nimport sys\nfrom pathlib import Path\n\nSCRIPTS_DIR = Path(__file__).resolve().parents[1] / \"scripts\"\nif str(SCRIPTS_DIR) not in sys.path:\n    sys.path.insert(0, str(SCRIPTS_DIR))\n\nimport learn_from_system  # noqa: E402\nfrom simp.memory.policy_state import POLICY_STATE_PATH, REFLECTION_STATUS_PATH  # noqa: E402\nfrom simp.memory.system_reflection import SystemLearningEngine  # noqa: E402\n\n\ndef test_system_learning_detects_cross_system_policies(tmp_path: Path) -> None:\n    trade_log = tmp_path / \"gate4_trades.jsonl\"\n    pnl = tmp_path / \"phase4_pnl_ledger.jsonl\"\n    mesh = tmp_path / \"mesh_events.jsonl\"\n    orchestration = tmp_path / \"orchestration_log.jsonl\"\n    security = tmp_path / \"security_audit.jsonl\"\n    registry = tmp_path / \"agent_registry.jsonl\"\n\n    trade_log.write_text(\n        \"\\n\".join(\n            [\n                '{\"ts\":\"2026-04-21T16:30:38.42+00:00\",\"signal_id\":\"sig-1\",\"symbol\":\"BTC-USD\",\"side\":\"BUY\",\"dry_run\":false,\"result\":\"insufficient_balance\"}',\n                '{\"ts\":\"2026-04-21T16:36:53.05+00:00\",\"signal_id\":\"sig-2\",\"symbol\":\"BTC-USD\",\"side\":\"BUY\",\"dry_run\":false,\"result\":\"ok\",\"client_order_id\":\"order-ok\"}',\n            ]\n        )\n        + \"\\n\"\n    )\n    pnl.write_text(\n        '{\"exec_ts\":\"2026-04-21T16:36:53.05+00:00\",\"client_order_id\":\"order-ok\",\"signal_id\":\"sig-2\",\"symbol\":\"BTC-USD\",\"side\":\"BUY\",\"exec_usd\":1.0}\\n'\n    )\n    mesh.write_text(\n        \"\\n\".join(\n            [\n                '{\"timestamp\":\"2026-04-21T16:00:00+00:00\",\"event_type\":\"MESSAGE_DELIVERED\",\"status\":\"success\"}',\n                '{\"timestamp\":\"2026-04-21T16:00:01+00:00\",\"event_type\":\"MESSAGE_DROPPED\",\"status\":\"error\",\"error_code\":\"NO_SUBSCRIBERS\"}',\n            ]\n        )\n        + \"\\n\"\n    )\n    orchestration.write_text(\n        \"\\n\".join(\n            [\n                '{\"timestamp\":\"2026-04-21T16:10:00+00:00\",\"event_kind\":\"plan_started\"}',\n                '{\"timestamp\":\"2026-04-21T16:11:00+00:00\",\"event_kind\":\"plan_completed\"}',\n            ]\n        )\n        + \"\\n\"\n    )\n    security.write_text(\n        '{\"timestamp\":\"2026-04-21T16:12:00+00:00\",\"event_type\":\"validation_error\",\"severity\":\"low\"}\\n'\n    )\n    registry.write_text(\n        \"\\n\".join(\n            [\n                '{\"timestamp\":\"2026-04-21T16:13:00+00:00\",\"event\":\"registered\"}',\n                '{\"timestamp\":\"2026-04-21T16:14:00+00:00\",\"event\":\"deregistered\"}',\n            ]\n        )\n        + \"\\n\"\n    )\n\n    engine = SystemLearningEngine(\n        trade_log_path=str(trade_log),\n        pnl_ledger_path=str(pnl),\n        mesh_events_path=str(mesh),\n        orchestration_log_path=str(orchestration),\n        security_audit_path=str(security),\n        agent_registry_path=str(registry),\n    )\n    report = engine.analyze().to_dict()\n\n    lesson_titles = {lesson[\"title\"] for lesson in report[\"lessons\"]}\n    policy_titles = {policy[\"title\"] for policy in report[\"policy_candidates\"]}\n\n    assert \"Mesh friction is learnable operational signal, not just transp\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_trade_learning.py?"}, {"role": "assistant", "content": "This is the file tests/test_trade_learning.py from the SIMP codebase. Here is its content:\n\n```\nfrom __future__ import annotations\n\nimport sys\nfrom pathlib import Path\n\nfrom simp.memory.system_memory import Episode, Lesson, PolicyCandidate, SystemMemoryStore\nfrom simp.memory.trade_learning import TradeLearningEngine\n\n\nSCRIPTS_DIR = Path(__file__).resolve().parents[1] / \"scripts\"\nif str(SCRIPTS_DIR) not in sys.path:\n    sys.path.insert(0, str(SCRIPTS_DIR))\n\nimport learn_from_trades  # noqa: E402\n\n\ndef test_system_memory_store_round_trip(tmp_path: Path) -> None:\n    store = SystemMemoryStore(db_path=str(tmp_path / \"system_memory.sqlite3\"))\n\n    episode_id = store.add_episode(\n        Episode(\n            episode_type=\"trade_execution\",\n            source=\"gate4_trades\",\n            entity=\"order-1\",\n            summary=\"BTC BUY ok\",\n            occurred_at=\"2026-04-21T16:36:53+00:00\",\n            payload={\"symbol\": \"BTC-USD\", \"result\": \"ok\"},\n            tags=[\"trade\", \"BTC-USD\"],\n        )\n    )\n    lesson_id = store.upsert_lesson(\n        Lesson(\n            title=\"Budget before fan-out\",\n            summary=\"Budget capital before placing basket orders.\",\n            lesson_type=\"risk_control\",\n            confidence=0.9,\n            evidence={\"signals\": 2},\n            source_episode_ids=[episode_id],\n        )\n    )\n    policy_id = store.upsert_policy_candidate(\n        PolicyCandidate(\n            title=\"Run nightly reflection\",\n            rationale=\"Promote trade lessons nightly.\",\n            priority=\"high\",\n            payload={\"schedule\": \"nightly\"},\n            source_lesson_ids=[lesson_id],\n        )\n    )\n\n    assert episode_id\n    assert lesson_id\n    assert policy_id\n    assert store.list_episodes(limit=1)[0][\"entity\"] == \"order-1\"\n    assert store.list_lessons(limit=1)[0][\"title\"] == \"Budget before fan-out\"\n    assert store.list_policy_candidates(limit=1)[0][\"title\"] == \"Run nightly reflection\"\n\n\ndef test_trade_learning_detects_capital_gating_need() -> None:\n    engine = TradeLearningEngine()\n    trades = [\n        {\n            \"ts\": \"2026-04-21T16:30:38.42+00:00\",\n            \"signal_id\": \"sig-1\",\n            \"symbol\": \"BTC-USD\",\n            \"side\": \"BUY\",\n            \"dry_run\": False,\n            \"result\": \"insufficient_balance\",\n        },\n        {\n            \"ts\": \"2026-04-21T16:30:38.63+00:00\",\n            \"signal_id\": \"sig-1\",\n            \"symbol\": \"ETH-USD\",\n            \"side\": \"BUY\",\n            \"dry_run\": False,\n            \"result\": \"insufficient_balance\",\n        },\n        {\n            \"ts\": \"2026-04-21T16:36:53.05+00:00\",\n            \"signal_id\": \"sig-2\",\n            \"symbol\": \"BTC-USD\",\n            \"side\": \"BUY\",\n            \"dry_run\": False,\n            \"result\": \"ok\",\n            \"client_order_id\": \"order-ok\",\n        },\n        {\n            \"ts\": \"2026-04-19T14:04:13.87+00:00\",\n            \"signal_id\": \"sig-old\",\n            \"symbol\": \"BTC-USD\",\n            \"side\": \"BUY\",\n            \"dry_run\": True,\n            \"result\": \"dry_run_ok\",\n        },\n    ]\n    pnl = [\n        {\n            \"exec_ts\": \"2026-0\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_chaos_guardian.py?"}, {"role": "assistant", "content": "This is the file tests/test_chaos_guardian.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nChaos guardian tests \u2014 verify the system degrades gracefully under adverse conditions.\n\nTests cover:\n  - SafeJsonlWriter recovers from partial/trauncated files\n  - Circuit breaker trips after failures and recovers\n  - BRPBridge handles malformed JSONL without crashing\n  - Nonce store handles concurrent access\n  - Governance engine respects all safety guardrails under stress\n\"\"\"\n\nfrom __future__ import annotations\n\nimport json\nimport os\nimport random\nimport tempfile\nimport threading\nimport time\nfrom pathlib import Path\n\nimport pytest\n\n\nclass TestSafeJsonlWriterChaos:\n    \"\"\"SafeJsonlWriter survives file corruption and recovers.\"\"\"\n\n    def test_recovers_from_truncated_jsonl(self, tmp_path) -> None:\n        from simp.utils.safe_jsonl import SafeJsonlWriter\n\n        path = tmp_path / \"chaos.jsonl\"\n        writer = SafeJsonlWriter(path, max_size_mb=0.001)\n\n        for i in range(3):\n            writer.append({\"seq\": i})\n\n        # Truncate the file manually (simulate crash mid-write)\n        with open(path, \"w\") as f:\n            f.write('{\"seq\": 0}\\n{\"seq\": 1}\\n{\"incomplete\": ')\n\n        # Writer should not crash on next append\n        writer.append({\"seq\": 99})\n        content = path.read_text()\n        # The file should have the new record\n        assert '{\"seq\": 99}' in content or content.count(\"\\n\") >= 1\n\n    def test_recovers_from_injecting_newlines(self, tmp_path) -> None:\n        from simp.utils.safe_jsonl import SafeJsonlWriter\n\n        path = tmp_path / \"chaos2.jsonl\"\n        writer = SafeJsonlWriter(path)\n\n        # Try to inject via embedded newline\n        writer.append({\"msg\": \"line1\\n{\\\"injected\\\": true}\\nline2\"})\n\n        content = path.read_text()\n        # Newlines should be escaped, not literal\n        assert \"\\n{\" not in content\n        assert json.loads(content.strip().split(\"\\n\")[-1])[\"msg\"].count(\"\\\\n\") >= 1\n\n    def test_rotation_produces_valid_gzip(self, tmp_path) -> None:\n        \"\"\"Verify we can create, rotate, and read back a gzip-compressed JSONL.\"\"\"\n        import gzip\n        from simp.utils.safe_jsonl import SafeJsonlWriter\n\n        path = tmp_path / \"rotate.jsonl\"\n        writer = SafeJsonlWriter(path, max_size_mb=100.0)  # no auto-rotation\n\n        for i in range(5):\n            writer.append({\"seq\": i, \"padding\": \"x\" * 100})\n\n        # Manually rotate via filesystem\n        import time, shutil\n        stamp = time.strftime(\"%Y%m%d_%H%M%S\")\n        gz_path = tmp_path / f\"rotate_{stamp}.jsonl.gz\"\n        with open(path, \"rb\") as f_in:\n            with gzip.open(str(gz_path), \"wb\") as f_out:\n                f_out.write(f_in.read())\n\n        # Gzip file should be readable\n        with gzip.open(str(gz_path), \"rt\") as f:\n            lines = f.readlines()\n        assert len(lines) == 5\n        assert \"seq\" in lines[0]\n\n\nclass TestCircuitBreakerChaos:\n    \"\"\"Circuit breaker trips on failures and recovers gracefully.\"\"\"\n\n    def test_circuit_breaker_trips_after_failures(self) -> None:\n        from simp.projectx.hardenin\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_financial_a2a_edge_cases.py?"}, {"role": "assistant", "content": "This is the file tests/test_financial_a2a_edge_cases.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nEdge case tests for A2A Safety and Simulator.\n\nThese tests verify behavior at boundaries and edge cases documented\nin the scenario catalog and runbook.\n\"\"\"\n\nimport pytest\nfrom simp.financial.a2a_schema import AgentDecisionSummary, Side, A2APlan, PortfolioPosture, RiskPosture\nfrom simp.financial.a2a_aggregator import build_a2a_plan\nfrom simp.financial.a2a_safety import evaluate_risk, must_block, check_plan_safety\nfrom simp.financial.a2a_simulator import simulate_execution\n\n\nclass TestA2AEdgeCases:\n    \"\"\"Test edge cases and boundary conditions.\"\"\"\n    \n    def test_exactly_at_concentration_threshold(self):\n        \"\"\"Test plan with exactly 30% concentration (Scenario 9.1).\"\"\"\n        # Note: build_a2a_plan may set execution_allowed=False for concentration\n        # This test verifies the system behavior as documented\n        \n        # Create a plan with exactly 30% concentration in one instrument\n        # But need multiple instruments to avoid 100% concentration\n        decisions = [\n            AgentDecisionSummary(\n                agent_name=\"quantumarb\",\n                instrument=\"BTC-USD\",\n                side=Side.BUY,\n                quantity=300.0,  # 30% of 1000\n                units=\"USD\",\n                confidence=0.8\n            ),\n            AgentDecisionSummary(\n                agent_name=\"kashclaw\",\n                instrument=\"ETH-USD\",\n                side=Side.BUY,\n                quantity=300.0,  # 30%\n                units=\"USD\",\n                confidence=0.7\n            ),\n            AgentDecisionSummary(\n                agent_name=\"kloutbot\",\n                instrument=\"SOL-USD\",\n                side=Side.BUY,\n                quantity=400.0,  # 40% (max concentration)\n                units=\"USD\",\n                confidence=0.6\n            )\n        ]\n        \n        plan = build_a2a_plan(decisions)\n        \n        # The aggregator may block if max concentration > 30%\n        # SOL has 40% concentration, so likely blocked by aggregator\n        # This is correct system behavior\n        \n        # Test that must_block respects execution_allowed\n        if not plan.execution_allowed:\n            # Aggregator already blocked it\n            assert must_block(plan) == True\n            # Check safety_checks_failed for concentration warning\n            concentration_failed = any(\"concentration\" in check.lower() for check in plan.safety_checks_failed)\n            assert concentration_failed, f\"Expected concentration check to fail. Failed checks: {plan.safety_checks_failed}\"\n        else:\n            # Rare case: aggregator didn't block\n            risk = evaluate_risk(plan)\n            assert risk[\"max_single_instrument_exposure\"] == 0.4  # SOL has 40%\n    \n    def test_just_above_concentration_threshold(self):\n        \"\"\"Test plan with 30.1% concentration.\"\"\"\n        decisions = [\n            AgentDecisionSummary(\n                agent_name=\"quantumarb\",\n                instrument=\"BTC-USD\",\n                side=Side.BUY,\n \n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_projectx_governance.py?"}, {"role": "assistant", "content": "This is the file tests/test_projectx_governance.py from the SIMP codebase. Here is its content:\n\n```\nfrom __future__ import annotations\n\nfrom simp.compat.projectx_contracts import contract_summary\nfrom simp.projectx.governance import GovernedImprovementEngine\nfrom simp.projectx.safety_monitor import SafetyConfig, SafetyMonitor\n\n\ndef test_governed_improvement_holds_without_benchmark(tmp_path) -> None:\n    contract_log_path = tmp_path / \"projectx_contracts.jsonl\"\n    engine = GovernedImprovementEngine(\n        contract_log_path=contract_log_path,\n        safety_monitor=SafetyMonitor(SafetyConfig(escalation_pause_seconds=1.0)),\n    )\n\n    result = engine.run_patch_flow(\n        objective=\"Clamp ProjectX validator threshold safely\",\n        target_file=\"simp/projectx/validator.py\",\n        original_snippet=\"VALIDATION_THRESHOLD = 0.55\",\n        patched_snippet=\"VALIDATION_THRESHOLD = 0.56\",\n        rationale=\"Tighten the default validator threshold slightly.\",\n        evidence={\"source\": \"test\"},\n    )\n\n    assert result[\"status\"] == \"ok\"\n    assert result[\"decision\"][\"decision\"] == \"hold\"\n    assert \"Benchmark delta evidence is required before promotion.\" in result[\"decision\"][\"reasons\"]\n    summary = contract_summary(log_path=contract_log_path)\n    assert summary[\"counts\"][\"mission_lifecycle_event\"] >= 2\n    assert summary[\"counts\"][\"validation_evidence\"] >= 2\n    assert summary[\"counts\"][\"policy_decision\"] >= 1\n    assert summary[\"counts\"][\"memory_episode\"] >= 1\n    assert summary[\"counts\"][\"scoreboard_metric\"] >= 2\n\n\ndef test_governed_improvement_approves_with_operator_and_positive_benchmark(tmp_path) -> None:\n    contract_log_path = tmp_path / \"projectx_contracts.jsonl\"\n    engine = GovernedImprovementEngine(\n        contract_log_path=contract_log_path,\n        safety_monitor=SafetyMonitor(SafetyConfig(escalation_pause_seconds=1.0)),\n    )\n\n    result = engine.run_patch_flow(\n        objective=\"Slightly increase the validator threshold for prose validation\",\n        target_file=\"simp/projectx/validator.py\",\n        original_snippet=\"VALIDATION_THRESHOLD = 0.55\",\n        patched_snippet=\"VALIDATION_THRESHOLD = 0.551\",\n        rationale=\"Slightly increase the validator threshold for prose validation.\",\n        evidence={\"source\": \"operator\"},\n        benchmark_delta=0.02,\n        operator_approved=True,\n        apply_requested=False,\n    )\n\n    assert result[\"decision\"][\"decision\"] == \"approve\"\n    assert result[\"decision\"][\"operator_approved\"] is True\n    assert result[\"decision\"][\"applied\"] is False\n    assert result[\"proposal\"][\"gate_results\"][\"scope\"] is True\n\ndef test_apo_auto_apply_triggers_without_operator_approval(tmp_path, monkeypatch) -> None:\n    \"\"\"When APO_AUTO_APPLY=true, a passing proposal auto-triggers apply.\"\"\"\n    import os\n    monkeypatch.setenv(\"APO_AUTO_APPLY\", \"true\")\n    # Force reload of governance module to pick up env var\n    import importlib\n    import simp.projectx.governance as gov_module\n    importlib.reload(gov_module)\n\n    contract_log_path = tmp_path / \"projectx_contracts.jsonl\"\n    engine = gov_module.GovernedImp\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "target_file=\"simp/projectx/validator.py\","}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "target_file=\"simp/projectx/validator.py\","}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "target_file=\"simp/projectx/validator.py\","}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "target_file=\"simp/projectx/validator.py\","}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "target_file=\"simp/projectx/validator.py\","}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_security_integration.py?"}, {"role": "assistant", "content": "This is the file tests/test_security_integration.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nSIMP Security Integration Tests \u2014 Full-stack verification\n\nTests the complete security integration:\n1. Security middleware initialization\n2. Agent onboarding through the HTTP server\n3. Signed intent verification through the middleware\n4. Broker response signing\n5. Security enforcement toggle\n6. End-to-end onboard \u2192 sign \u2192 route \u2192 verify flow\n\"\"\"\n\nimport json\nimport os\nimport sys\nimport tempfile\nimport time\nimport uuid\nfrom pathlib import Path\nfrom unittest.mock import MagicMock, patch, PropertyMock\n\nimport nacl.signing\nimport pytest\nfrom flask import Flask, g, jsonify, request as flask_request\n\n# Ensure test can import from project root\nsys.path.insert(0, os.path.join(os.path.dirname(__file__), \"..\"))\n\nfrom simp.mesh_crypto import (\n    MODULE_MESH_CRYPTO,\n    MeshCryptoEngine,\n    SignedMessage,\n    BrokerSignedResponse,\n)\nfrom token_security import MODULE_TOKEN_SECURITY, TokenSecurityManager, TOKEN_BINDING_PATH\nfrom simp.security_layer import MODULE_SECURITY_LAYER, SecurityLayer, SecurityReport\n\n\n# \u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\n# Helpers\n# \u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\n\n\ndef _make_keypair() -> tuple:\n    \"\"\"Generate an Ed25519 keypair. Returns (private_key_bytes, pubkey_b64).\"\"\"\n    sk = nacl.signing.SigningKey.generate()\n    import base64\n    pk_b64 = base64.b64encode(bytes(sk.verify_key)).decode()\n    return bytes(sk), pk_b64\n\n\n# \u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\n# Fixtures\n# \u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\n\n\n@pytest.fixture(autouse=True)\ndef isolate_data(tmp_path):\n    \"\"\"Isolate data files to a temp directory for each test.\"\"\"\n    orig_binding = TOKEN_BINDING_PATH\n    orig_nonce = None\n    orig_broker_key = None\n\n    # Patch token binding path\n    test_binding_path = str(tmp_path / \"test_token_bindings.json\")\n    import token_security as ts_mod\n    ts_mod.TOKEN_BINDING_PATH = test_binding_path\n\n    # Reset singletons to pick up temp paths\n    ts_mod.MODULE_TOKEN_SECURITY = TokenSecurityManager()\n\n    # Also isolate mesh crypto nonce store\n    from simp import mesh_crypto\n    if hasattr(mesh_crypto, 'NONCE_STORE_PATH'):\n        orig_nonce = mesh_crypto.NONCE_STORE_PATH\n        mesh_crypto.NONCE_STORE_PATH = str(tmp_path / \"test_nonces.json\")\n\n    if hasattr(mesh_crypto, 'BROKER_KEY_PATH'):\n        orig_broker_key = mesh_crypto.BROKER_KEY_PATH\n        mesh_crypto.BROKER_KEY_PATH = str(tmp_path / \"test_broker_key.json\")\n\n    # Reset mesh crypto singleton to pick up new paths\n    mesh_crypto.MODULE_MESH_CRYPTO = MeshCryptoEngine()\n    ts_mod.MODULE_TOKEN_SECURITY = TokenSecurityManager()\n\n    yield\n\n    # Restore\n    ts_mod.TOKEN_BINDING_PATH = orig_binding\n    if orig_nonce:\n        mesh_crypto.NONCE_STORE_PATH = orig_nonce\n    if orig_broker_key:\n        mesh_crypto.BROKER_KEY_PATH = orig_broker_key\n\n\n@pytest.fixture\ndef security_layer():\n    \"\"\"Get a fresh SecurityLayer with iso\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "assert signed_resp.version == \"simp-crypto-v1\""}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_sprint22_routing.py?"}, {"role": "assistant", "content": "This is the file tests/test_sprint22_routing.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"Tests for Sprint 22: Smart routing, load balancing, circuit breaker, priority dispatch.\"\"\"\n\nimport os\nimport sys\nimport json\nimport tempfile\nimport time\n\nimport pytest\n\nsys.path.insert(0, os.path.join(os.path.dirname(__file__), \"..\"))\n\n\nclass TestDynamicRoutingReload:\n    def test_builder_pool_has_check_reload(self):\n        from simp.routing.builder_pool import BuilderPool\n        bp = BuilderPool()\n        assert hasattr(bp, 'check_reload')\n        assert callable(bp.check_reload)\n\n    def test_builder_pool_loads_policy(self):\n        from simp.routing.builder_pool import BuilderPool\n        bp = BuilderPool()\n        assert hasattr(bp, '_policy_mtime')\n        assert bp._policy_mtime > 0\n\n    def test_check_reload_returns_false_when_unchanged(self):\n        from simp.routing.builder_pool import BuilderPool\n        bp = BuilderPool()\n        # No change since init \u2014 should return False\n        assert bp.check_reload() is False\n\n    def test_check_reload_detects_change(self):\n        from simp.routing.builder_pool import BuilderPool\n        # Create a temp policy file\n        with tempfile.NamedTemporaryFile(mode='w', suffix='.json', delete=False) as f:\n            json.dump({\n                \"builder_pool\": {\"primary\": \"a\", \"secondary\": \"b\", \"support\": []},\n                \"task_routing\": {\"test\": [\"a\"]},\n                \"fallback_rules\": {}\n            }, f)\n            tmp_path = f.name\n\n        try:\n            bp = BuilderPool(policy_path=tmp_path)\n            assert bp._task_routing == {\"test\": [\"a\"]}\n\n            # Write updated policy\n            time.sleep(0.05)\n            with open(tmp_path, 'w') as f:\n                json.dump({\n                    \"builder_pool\": {\"primary\": \"a\", \"secondary\": \"b\", \"support\": []},\n                    \"task_routing\": {\"test\": [\"a\", \"c\"]},\n                    \"fallback_rules\": {}\n                }, f)\n\n            # Force mtime change (some filesystems have 1s resolution)\n            new_mtime = bp._policy_mtime + 1\n            os.utime(tmp_path, (new_mtime, new_mtime))\n\n            result = bp.check_reload()\n            assert result is True\n            assert bp._task_routing == {\"test\": [\"a\", \"c\"]}\n        finally:\n            os.unlink(tmp_path)\n\n\nclass TestLoadBalancing:\n    def test_get_builder_returns_agent(self):\n        from simp.routing.builder_pool import BuilderPool\n        bp = BuilderPool()\n        builder = bp.get_builder(\"code_task\")\n        # Should return one of the agents in the routing table\n        assert builder is not None\n\n    def test_get_builder_with_exclude(self):\n        from simp.routing.builder_pool import BuilderPool\n        bp = BuilderPool()\n        builder1 = bp.get_builder(\"code_task\")\n        if builder1:\n            builder2 = bp.get_builder(\"code_task\", exclude={builder1})\n            # Should return a different agent or None\n            assert builder2 != builder1 or builder2 is None\n\n    def test_compute_agent_score(self):\n        from simp.routing.builder_poo\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "broker = SimpBroker(config)"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "broker = SimpBroker(config)"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "broker = SimpBroker(config)"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "broker = SimpBroker(config)"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "broker = SimpBroker(config)"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "broker = SimpBroker(config)"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_sprint18_fixed.py?"}, {"role": "assistant", "content": "This is the file tests/test_sprint18_fixed.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nFixed version of test_sprint18_scalability.py with proper test isolation.\n\"\"\"\n\nimport asyncio\nimport pytest\nimport tempfile\nimport os\nfrom pathlib import Path\nfrom simp.server.broker import SimpBroker, BrokerConfig\nfrom simp.server.agent_registry import AgentRegistryConfig\n\n\nclass TestDeadAgentCleanupFixed:\n    \"\"\"Fixed tests with proper AgentRegistry isolation.\"\"\"\n    \n    @pytest.fixture\n    def broker(self):\n        \"\"\"Create broker with isolated AgentRegistry using temporary file.\"\"\"\n        # Create temporary directory for test data\n        temp_dir = tempfile.mkdtemp(prefix=\"simp_test_\")\n        temp_registry_file = os.path.join(temp_dir, \"agent_registry.jsonl\")\n        \n        # Create broker config\n        config = BrokerConfig(max_agents=100, health_check_interval=60)\n        \n        # Create broker\n        broker = SimpBroker(config)\n        \n        # Replace the AgentRegistry with one using temporary file\n        # Note: This is a hack because broker doesn't expose AgentRegistry config\n        # In production, we should modify broker to accept AgentRegistry config\n        from simp.server.agent_registry import AgentRegistry\n        registry_config = AgentRegistryConfig(path=temp_registry_file)\n        broker.agent_registry = AgentRegistry(config=registry_config)\n        broker.agents = broker.agent_registry  # Maintain backward compatibility\n        \n        yield broker\n        \n        # Cleanup\n        broker.stop()\n        # Remove temporary directory\n        import shutil\n        shutil.rmtree(temp_dir, ignore_errors=True)\n    \n    def test_agent_info_has_failure_counter(self, broker):\n        \"\"\"Registered agents should track health check failures.\"\"\"\n        broker.start()\n        try:\n            broker.register_agent(\n                agent_id=\"test_agent_cleanup\",\n                agent_type=\"test\",\n                endpoint=\"http://localhost:9999\",\n                metadata={},\n            )\n            agent_info = broker.agents.get(\"test_agent_cleanup\", {})\n            assert \"health_check_failures\" in agent_info\n            assert agent_info[\"health_check_failures\"] == 0\n        finally:\n            broker.stop()\n    \n    def test_failure_counter_increments(self, broker):\n        \"\"\"Health check failure counter should increment.\"\"\"\n        broker.start()\n        try:\n            broker.register_agent(\n                agent_id=\"test_fail_agent\",\n                agent_type=\"test\",\n                endpoint=\"http://localhost:9999\",\n                metadata={},\n            )\n            loop = asyncio.new_event_loop()\n            try:\n                loop.run_until_complete(broker._record_health_failure(\"test_fail_agent\"))\n                assert broker.agents[\"test_fail_agent\"][\"health_check_failures\"] == 1\n                assert broker.agents[\"test_fail_agent\"][\"status\"] == \"unreachable\"\n            finally:\n                loop.close()\n        finally:\n            broker.stop()\n    \n    def test_auto_deregister_after_thre\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "temp_dir = tempfile.mkdtemp(prefix=\"simp_test_\")"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "broker = SimpBroker(config)"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_sprint17_schema.py?"}, {"role": "assistant", "content": "This is the file tests/test_sprint17_schema.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"Tests for Sprint 17: Crypto activation, schema unification, config consolidation.\"\"\"\n\nimport os\nimport sys\n\nimport pytest\n\nsys.path.insert(0, os.path.join(os.path.dirname(__file__), \"..\"))\n\nfrom simp.models.canonical_intent import (\n    CanonicalIntent,\n    INTENT_TYPE_REGISTRY,\n    REQUIRED_FIELDS,\n)\n\n\nclass TestCanonicalIntent:\n    def test_create_from_broker_dict(self):\n        data = {\n            \"intent_id\": \"intent:test:123\",\n            \"source_agent\": \"agent_a\",\n            \"target_agent\": \"agent_b\",\n            \"intent_type\": \"code_task\",\n            \"params\": {\"code\": \"print('hello')\"},\n        }\n        intent = CanonicalIntent.from_dict(data)\n        assert intent.source_agent == \"agent_a\"\n        assert intent.intent_type == \"code_task\"\n\n    def test_create_from_legacy_intent_dict(self):\n        \"\"\"Handle nested source_agent object from Intent dataclass.\"\"\"\n        data = {\n            \"simp_version\": \"1.0\",\n            \"source_agent\": {\"id\": \"agent_x\", \"organization\": \"acme\", \"public_key\": \"abc\"},\n            \"intent\": {\"type\": \"research\", \"params\": {\"query\": \"test\"}},\n            \"signature\": \"deadbeef\",\n        }\n        intent = CanonicalIntent.from_dict(data)\n        assert intent.source_agent == \"agent_x\"\n        assert intent.intent_type == \"research\"\n        assert intent.params == {\"query\": \"test\"}\n\n    def test_validate_rejects_unknown_type(self):\n        intent = CanonicalIntent(\n            source_agent=\"test\",\n            intent_type=\"hack_the_planet\",\n            params={},\n        )\n        errors = intent.validate()\n        assert any(\"Unknown intent_type\" in e for e in errors)\n\n    def test_validate_passes_valid_intent(self):\n        intent = CanonicalIntent(\n            source_agent=\"test_agent\",\n            intent_type=\"code_task\",\n            params={\"code\": \"x = 1\"},\n        )\n        errors = intent.validate()\n        assert len(errors) == 0\n\n    def test_to_dict_round_trip(self):\n        original = CanonicalIntent(\n            source_agent=\"agent_a\",\n            intent_type=\"research\",\n            params={\"q\": \"test\"},\n        )\n        d = original.to_dict()\n        restored = CanonicalIntent.from_dict(d)\n        assert restored.source_agent == original.source_agent\n        assert restored.intent_type == original.intent_type\n\n    def test_get_task_type_mapping(self):\n        intent = CanonicalIntent(intent_type=\"code_task\")\n        assert intent.get_task_type() == \"implementation\"\n        intent2 = CanonicalIntent(intent_type=\"research\")\n        assert intent2.get_task_type() == \"research\"\n\n    def test_validate_requires_source_agent(self):\n        intent = CanonicalIntent(intent_type=\"code_task\", params={})\n        errors = intent.validate()\n        assert any(\"source_agent\" in e for e in errors)\n\n    def test_priority_validation(self):\n        intent = CanonicalIntent(\n            source_agent=\"test\",\n            intent_type=\"code_task\",\n            params={},\n            priority=\"ultra_critical\",\n     \n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "from simp.models.canonical_intent import ("}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "assert hasattr(SimpCrypto, 'sign_intent')"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "private_key, public_key = SimpCrypto.generate_keypair()"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "signature = SimpCrypto.sign_intent(payload, private_key)"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "private_key, public_key = SimpCrypto.generate_keypair()"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "signature = SimpCrypto.sign_intent(payload, private_key)"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "config = SimpConfig()"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "sc = SimpConfig()"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_brp_enforcement.py?"}, {"role": "assistant", "content": "This is the file tests/test_brp_enforcement.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nTests for SIMP BRP Enforcement Engine \u2014 Tranche 5.\n\nCovers:\n- Default mode is SHADOW\n- Allowlist agents never get enforced\n- Denylist agents always get enforced\n- Confidence below threshold \u2192 logged not denied\n- Confidence above threshold in ENFORCED mode \u2192 denied\n- Operator can change mode per attack type\n- All enforcement decisions have reason codes and explanations\n- JSONL audit logging works\n\"\"\"\n\nfrom __future__ import annotations\n\nimport json\nimport os\nimport pytest\nfrom typing import Dict, Any\n\nfrom simp.brp.enforcement import (\n    EnforcementMode,\n    EnforcementRule,\n    EnforcementConfig,\n    EnforcementDecision,\n    EnforcementEngine,\n)\n\n\n# \u2500\u2500 Fixtures \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\n@pytest.fixture\ndef temp_log_path(tmp_path) -> str:\n    return str(tmp_path / \"brp_enforcement_test.jsonl\")\n\n\n@pytest.fixture\ndef default_engine(temp_log_path: str) -> EnforcementEngine:\n    \"\"\"Engine with default config pointing at a temp log file.\"\"\"\n    config = EnforcementConfig.default_config()\n    config.audit_log_path = temp_log_path\n    engine = EnforcementEngine(config=config)\n    return engine\n\n\n@pytest.fixture\ndef empty_engine(temp_log_path: str) -> EnforcementEngine:\n    \"\"\"Engine with minimal config (no rules, default SHADOW).\"\"\"\n    config = EnforcementConfig(\n        default_mode=EnforcementMode.SHADOW,\n        rules={},\n        allowlist=set(),\n        denylist=set(),\n        audit_log_path=temp_log_path,\n    )\n    return EnforcementEngine(config=config)\n\n\n# \u2500\u2500 Tests: Default mode \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\nclass TestDefaultMode:\n\n    def test_default_config_mode_is_shadow(self) -> None:\n        \"\"\"Default enforcement mode is SHADOW.\"\"\"\n        config = EnforcementConfig.default_config()\n        assert config.default_mode == EnforcementMode.SHADOW\n\n    def test_default_engine_mode_is_shadow(self, default_engine: EnforcementEngine) -> None:\n        \"\"\"Engine snapshot shows default mode is SHADOW.\"\"\"\n        snapshot = default_engine.get_config_snapshot()\n        assert snapshot[\"default_mode\"] == \"shadow\"\n\n    def test_default_engine_evaluate_no_rule_uses_shadow(\n        self, empty_engine: EnforcementEngine\n    ) -> None:\n        \"\"\"Without a matching rule, the engine falls back to SHADOW mode.\"\"\"\n        decision = empty_engine.evaluate(\n            attack_type=\"unknown_type\",\n            agent_id=\"test_agent\",\n            confidence=0.95,\n        )\n        assert decision.mode == EnforcementMode.SHADOW\n        assert decision.action_taken == \"logged\"\n\n\n# \u2500\u2500 Tests: Allowlist \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\nclass TestAllowlist:\n\n    def test_allowlist_agent_never_denied(\n        self, default_engine: EnforcementEngine\n    ) -> None:\n        \"\"\"An allowlisted agent is never denied, regardless of confidence.\"\"\"\n        decision = default_engine.evaluate(\n            attack_type=\"code_exploit\",\n            agent_id=\"projectx_native\",\n            confidenc\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_path_telemetry.py?"}, {"role": "assistant", "content": "This is the file tests/test_path_telemetry.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nTests for Sprint 14 \u2014 Path Telemetry.\n\nCovers:\n  - Appending records and reading summary\n  - Threading safety (50 concurrent appends)\n  - ``make_telemetry_block`` shape\n  - Persistence across collector restart (reload_from_jsonl)\n  - Rolling window behavior (last 100, last 1000)\n  - Empty collector returns empty summary\n\"\"\"\n\nimport json\nimport os\nimport threading\nimport tempfile\nfrom collections import Counter\nfrom pathlib import Path\n\nimport pytest\n\nfrom simp.telemetry.path_telemetry import (\n    INVOCATION_MODES,\n    PathTelemetryCollector,\n    PathTelemetryRecord,\n    path_telemetry,\n    make_telemetry_block,\n)\n\n_BRIDGE_MODES = {\"mcp_bridge\", \"external_bridge\"}\n_NATIVE_MODES = {\"native\", \"mesh_native\", \"http_native\"}\n\n\n# ======================================================================\n# Fixtures\n# ======================================================================\n\n\n@pytest.fixture\ndef collector():\n    \"\"\"Return a fresh collector backed by a temporary JSONL file.\"\"\"\n    with tempfile.NamedTemporaryFile(suffix=\".jsonl\", delete=False) as tmp:\n        tmp_path = tmp.name\n    col = PathTelemetryCollector(jsonl_path=tmp_path)\n    yield col\n    col.reset()\n    try:\n        os.unlink(tmp_path)\n    except OSError:\n        pass\n\n\n# ======================================================================\n# PathTelemetryRecord\n# ======================================================================\n\n\nclass TestPathTelemetryRecord:\n    def test_to_dict(self):\n        rec = PathTelemetryRecord(\n            invocation_mode=\"native\",\n            agent_id=\"quantumarb\",\n            tool_name=\"detect_arb\",\n            latency_ms=42.5,\n            success=True,\n        )\n        d = rec.to_dict()\n        assert d[\"invocation_mode\"] == \"native\"\n        assert d[\"agent_id\"] == \"quantumarb\"\n        assert d[\"tool_name\"] == \"detect_arb\"\n        assert d[\"latency_ms\"] == 42.5\n        assert d[\"success\"] is True\n        assert \"timestamp\" in d\n\n    def test_auto_timestamp(self):\n        rec = PathTelemetryRecord(\n            invocation_mode=\"native\", agent_id=\"a\", tool_name=\"t\", latency_ms=1.0, success=True\n        )\n        assert \"T\" in rec.timestamp  # ISO8601\n\n\n# ======================================================================\n# Append & GetSummary \u2014 happy path\n# ======================================================================\n\n\nclass TestAppendAndSummary:\n    def test_single_append_native(self, collector):\n        collector.append(\"native\", \"quantumarb\", \"scan\", 12.3, True)\n        summary = collector.get_summary()\n        assert summary[\"native_count\"] == 1\n        assert summary[\"bridged_count\"] == 0\n        assert summary[\"count_by_agent\"] == {\"quantumarb\": 1}\n        assert summary[\"count_by_mode\"] == {\"native\": 1}\n\n    def test_single_append_bridged(self, collector):\n        collector.append(\"mcp_bridge\", \"gemma4\", \"plan\", 55.0, True)\n        summary = collector.get_summary()\n        assert summary[\"native_count\"] == 0\n        assert s\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_mesh_bridge.py?"}, {"role": "assistant", "content": "This is the file tests/test_mesh_bridge.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nTests for ProjectXMeshBridge.\n\nThese tests mock all network/broker calls so they run without a live SIMP\ninstallation. Real network calls are never made.\n\"\"\"\n\nfrom __future__ import annotations\n\nimport sys\nfrom unittest.mock import MagicMock, patch\n\nimport pytest\n\nsys.path.insert(0, \"/Users/kaseymarcelle/Downloads/kashclaw (claude rebuild)/simp\")\n\nfrom simp.projectx.mesh_bridge import (\n    ProjectXMeshBridge,\n    ProjectXTask,\n    AGENT_ID,\n    TASK_CHANNEL,\n    RESULT_CHANNEL,\n    get_projectx_mesh_bridge,\n)\n\n\n# ---------------------------------------------------------------------------\n# Fixtures\n# ---------------------------------------------------------------------------\n\n@pytest.fixture\ndef mock_broker_url():\n    return \"http://127.0.0.1:5555\"\n\n\n@pytest.fixture\ndef mock_computer():\n    computer = MagicMock()\n    computer.max_tier = 2\n    computer.log_dir = \"/tmp\"\n    computer._action_count = 0\n    computer.safe_execute = MagicMock(return_value={\"success\": True, \"data\": {}})\n    return computer\n\n\n@pytest.fixture\ndef mock_trust_graph():\n    graph = MagicMock()\n    graph.get_effective_score = MagicMock(return_value=5.0)\n    return graph\n\n\n@pytest.fixture\ndef mock_mesh_bus():\n    bus = MagicMock()\n    bus.send = MagicMock(return_value=True)\n    bus.subscribe = MagicMock(return_value=True)\n    bus.unsubscribe = MagicMock(return_value=True)\n    return bus\n\n\n# ---------------------------------------------------------------------------\n# Helpers\n# ---------------------------------------------------------------------------\n\ndef make_task_payload(\n    task_id: str = \"task-001\",\n    action: str = \"get_screenshot\",\n    requester_id: str = \"remote_agent\",\n    **kwargs,\n) -> dict:\n    \"\"\"Build a minimal packet payload dict for _execute_task.\"\"\"\n    return {\n        \"task_id\": task_id,\n        \"action\": action,\n        \"params\": kwargs.pop(\"params\", {}),\n        \"requester_id\": requester_id,\n        \"priority\": kwargs.pop(\"priority\", \"normal\"),\n        \"timeout\": kwargs.pop(\"timeout\", 30),\n        \"trust_required\": kwargs.pop(\"trust_required\", 0.0),\n        **kwargs,\n    }\n\n\ndef make_mock_packet(payload: dict) -> MagicMock:\n    \"\"\"Wrap a payload dict in a mock packet object.\"\"\"\n    pkt = MagicMock()\n    pkt.payload = payload\n    pkt.channel = TASK_CHANNEL\n    return pkt\n\n\ndef make_bridge(mock_broker_url, mock_computer, mock_trust_graph, mock_mesh_bus):\n    \"\"\"\n    Create a bridge with all external dependencies patched.\n    Patches are active for the lifetime of the returned bridge object.\n    \"\"\"\n    with patch(\"simp.projectx.mesh_bridge.requests.post\") as mock_post, \\\n         patch(\n             \"simp.mesh.enhanced_bus.get_enhanced_mesh_bus\",\n             return_value=mock_mesh_bus,\n         ), \\\n         patch(\"simp.mesh.packet.create_event_packet\") as mock_create_pkt:\n\n        mock_post.return_value = MagicMock(status_code=200, json=lambda: {\"agent_id\": AGENT_ID})\n\n        br = ProjectXMeshBridge(\n            broker_url=mock_broker_url,\n          \n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "patch(\"simp.mesh.enhanced_bus.get_enhanced_mesh_bus\", return_value=mock_mesh_bus), \\"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "patch(\"simp.mesh.enhanced_bus.get_enhanced_mesh_bus\", return_value=mock_mesh_bus), \\"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "patch(\"simp.mesh.enhanced_bus.get_enhanced_mesh_bus\", return_value=mock_mesh_bus), \\"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "patch(\"simp.mesh.enhanced_bus.get_enhanced_mesh_bus\", return_value=mock_mesh_bus), \\"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_coinbase_client.py?"}, {"role": "assistant", "content": "This is the file tests/test_coinbase_client.py from the SIMP codebase. Here is its content:\n\n```\nfrom __future__ import annotations\n\nfrom simp.exchange.coinbase_client import (\n    CoinbaseOperationError,\n    ResilientCoinbaseClient,\n    classify_coinbase_exception,\n)\n\n\nclass _FlakySDK:\n    def __init__(self) -> None:\n        self.calls = 0\n\n    def get_accounts(self):\n        self.calls += 1\n        if self.calls < 3:\n            raise ConnectionError(\"temporary dns failure\")\n        return {\"accounts\": []}\n\n\nclass _FatalSDK:\n    def get_accounts(self):\n        raise ValueError(\"invalid credentials\")\n\n\ndef test_retry_wrapper_retries_transient_errors() -> None:\n    client = ResilientCoinbaseClient(_FlakySDK(), max_attempts=3, base_delay_seconds=0.0)\n\n    result = client.get_accounts()\n\n    assert result == {\"accounts\": []}\n\n\ndef test_retry_wrapper_raises_coinbase_operation_error_on_fatal() -> None:\n    client = ResilientCoinbaseClient(_FatalSDK(), max_attempts=3, base_delay_seconds=0.0)\n\n    try:\n        client.get_accounts()\n    except CoinbaseOperationError as exc:\n        assert exc.classification == \"fatal\"\n        assert exc.attempts == 1\n    else:  # pragma: no cover - defensive\n        raise AssertionError(\"expected CoinbaseOperationError\")\n\n\ndef test_exception_classifier_marks_dns_as_transient() -> None:\n    assert classify_coinbase_exception(ConnectionError(\"Failed to resolve api.coinbase.com\")) == \"transient\"\n\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_ktc_frontend_api_contract.py?"}, {"role": "assistant", "content": "This is the file tests/test_ktc_frontend_api_contract.py from the SIMP codebase. Here is its content:\n\n```\nfrom __future__ import annotations\n\nfrom pathlib import Path\n\nfrom simp.organs.ktc.api import app as app_module\n\n\ndef _configure_temp_app(tmp_path: Path):\n    db_path = tmp_path / \"ktc_frontend_contract.db\"\n    app_module.CONFIG[\"database_path\"] = str(db_path)\n    app_module._social_store_cache.pop(str(db_path), None)\n    client = app_module.app.test_client()\n    return client\n\n\ndef _auth_headers(token: str) -> dict[str, str]:\n    return {\"Authorization\": f\"Bearer {token}\"}\n\n\ndef test_register_and_auth_me(tmp_path):\n    client = _configure_temp_app(tmp_path)\n\n    response = client.post(\n        \"/api/auth/register\",\n        json={\n            \"username\": \"casey\",\n            \"email\": \"casey@example.com\",\n            \"password\": \"secret123\",\n            \"full_name\": \"Casey Smith\",\n        },\n    )\n\n    assert response.status_code == 200\n    body = response.get_json()\n    assert body[\"username\"] == \"casey\"\n    assert body[\"token\"]\n\n    me = client.get(\"/api/auth/me\", headers=_auth_headers(body[\"token\"]))\n    assert me.status_code == 200\n    me_body = me.get_json()\n    assert me_body[\"email\"] == \"casey@example.com\"\n    assert me_body[\"full_name\"] == \"Casey Smith\"\n\n\ndef test_post_creation_feed_and_auto_invest_rules(tmp_path):\n    client = _configure_temp_app(tmp_path)\n    register = client.post(\n        \"/api/auth/register\",\n        json={\n            \"username\": \"jules\",\n            \"email\": \"jules@example.com\",\n            \"password\": \"secret123\",\n            \"full_name\": \"Jules Parker\",\n        },\n    )\n    token = register.get_json()[\"token\"]\n    headers = _auth_headers(token)\n\n    rule_response = client.post(\n        \"/api/crypto/auto-rules\",\n        headers=headers,\n        json={\n            \"cryptocurrency\": \"solana\",\n            \"percentage\": 25,\n            \"min_savings_threshold\": 5,\n            \"is_enabled\": True,\n        },\n    )\n    assert rule_response.status_code == 200\n\n    create_post = client.post(\n        \"/api/posts\",\n        headers=headers,\n        json={\n            \"title\": \"Bulk buy win\",\n            \"description\": \"Locked in a solid grocery price cut.\",\n            \"product_name\": \"Protein Bars\",\n            \"original_price\": 24.0,\n            \"your_price\": 16.0,\n            \"retailer\": \"Target\",\n            \"image_url\": \"https://example.com/bars.jpg\",\n            \"tags\": [\"grocery\", \"deal\"],\n        },\n    )\n    assert create_post.status_code == 201\n    post_body = create_post.get_json()\n    assert post_body[\"savings_amount\"] == 8.0\n    assert len(post_body[\"auto_invested\"]) == 1\n    assert post_body[\"auto_invested\"][0][\"amount_usd\"] == 2.0\n\n    feed = client.get(\"/api/posts\", headers=headers)\n    assert feed.status_code == 200\n    feed_body = feed.get_json()\n    assert any(post[\"id\"] == post_body[\"id\"] for post in feed_body)\n\n    portfolio = client.get(\"/api/crypto/portfolio\", headers=headers)\n    assert portfolio.status_code == 200\n    portfolio_body = portfolio.get_json()\n    assert portfolio_body[\"total_invested\"] == 2\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_rollback_manager.py?"}, {"role": "assistant", "content": "This is the file tests/test_rollback_manager.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nTests for QuantumArb RollbackManager \u2014 T20 Chaos Engineering.\n\nTests cover:\n  1. evaluate() with loss > reversal cost \u2192 reversed=True\n  2. evaluate() with reversal cost > loss \u2192 reversed=False\n  3. execute_reversal() returns bool\n  4. get_stats() expected counts\n  5. Persistence to JSONL (append-only)\n  6. recent() time-based filtering\n\"\"\"\n\nimport json\nimport os\nimport tempfile\nfrom datetime import datetime, timezone\n\nimport pytest\n\nfrom simp.organs.quantumarb.rollback_manager import (\n    RollbackManager,\n    RollbackRecord,\n)\nfrom simp.organs.quantumarb.exchange_connector import StubExchangeConnector\n\n\n# ---------------------------------------------------------------------------\n# Fixtures\n# ---------------------------------------------------------------------------\n\n@pytest.fixture\ndef temp_log() -> str:\n    \"\"\"Yield a temporary JSONL file path that is cleaned up after the test.\"\"\"\n    tmp = tempfile.NamedTemporaryFile(mode=\"w\", suffix=\".jsonl\", delete=False)\n    tmp.close()\n    yield tmp.name\n    if os.path.exists(tmp.name):\n        os.unlink(tmp.name)\n\n\n@pytest.fixture\ndef stub_connector() -> StubExchangeConnector:\n    \"\"\"Return a fresh StubExchangeConnector in sandbox mode.\"\"\"\n    return StubExchangeConnector(sandbox=True, simulated_latency_ms=0)\n\n\n@pytest.fixture\ndef mgr(temp_log: str, stub_connector: StubExchangeConnector) -> RollbackManager:\n    \"\"\"Return a RollbackManager wired to a temp log and stub connector.\"\"\"\n    return RollbackManager(\n        log_path=temp_log,\n        connectors={\"stub_venue\": stub_connector},\n    )\n\n\n# ---------------------------------------------------------------------------\n# Helper\n# ---------------------------------------------------------------------------\n\ndef _lossy_result(order_id: str, venue: str = \"stub_venue\") -> dict:\n    \"\"\"Build an execution result where the buy leg filled but sell leg failed.\"\"\"\n    return {\n        \"success\": False,\n        \"order_id\": order_id,\n        \"filled_quantity\": 0.001,\n        \"average_price\": 65000.0,\n        \"error_message\": \"Sell leg failed after buy fill\",\n        \"total_fees_usd\": 50.0,\n        \"trades\": [\n            {\n                \"exchange\": venue,\n                \"filled_quantity\": 0.001,\n                \"average_price\": 65000.0,\n                \"fees\": 0.325,\n            }\n        ],\n        \"metadata\": {\"exchange\": venue},\n        \"timestamp\": datetime.now(timezone.utc).isoformat(),\n    }\n\n\ndef _cheap_result(order_id: str, venue: str = \"stub_venue\") -> dict:\n    \"\"\"Build an execution result that failed pre-execution (no trades).\"\"\"\n    return {\n        \"success\": False,\n        \"order_id\": order_id,\n        \"filled_quantity\": 0.0,\n        \"average_price\": 0.0,\n        \"error_message\": \"Insufficient funds \u2014 pre execution\",\n        \"total_fees_usd\": 0.005,\n        \"trades\": [],\n        \"metadata\": {\"exchange\": venue},\n        \"timestamp\": datetime.now(timezone.utc).isoformat(),\n    }\n\n\n# -----------------------------------------------------------------\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_risk_engine.py?"}, {"role": "assistant", "content": "This is the file tests/test_risk_engine.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nTest suite for simp.projectx.risk_engine.\nCovers: RiskEngine, RiskConfig, PositionState, RiskViolation, OrderIntent\n\"\"\"\nimport pytest\nfrom simp.projectx.risk_engine import (\n    RiskEngine,\n    RiskConfig,\n    PositionState,\n    RiskViolation,\n    OrderIntent,\n)\n\n\n# =============================================================================\n# RiskConfig\n# =============================================================================\n\ndef test_risk_config_default_values():\n    config = RiskConfig()\n    assert config.max_order_notional_usd == 500.0\n    assert config.max_open_notional_usd == 5000.0\n    assert config.max_daily_loss_usd == 250.0\n    assert config.max_symbol_concentration == 0.4\n    assert config.duplicate_signal_window_s == 60\n    assert config.max_vol_threshold == 0.15\n    assert config.kill_switch is False\n    assert config.paper_mode is True\n\n\ndef test_risk_config_custom_values():\n    config = RiskConfig(\n        max_order_notional_usd=1000.0,\n        max_open_notional_usd=10000.0,\n        max_daily_loss_usd=500.0,\n        max_symbol_concentration=0.5,\n        duplicate_signal_window_s=120,\n        max_vol_threshold=0.25,\n        kill_switch=True,\n        paper_mode=False,\n    )\n    assert config.max_order_notional_usd == 1000.0\n    assert config.max_open_notional_usd == 10000.0\n    assert config.max_daily_loss_usd == 500.0\n    assert config.max_symbol_concentration == 0.5\n    assert config.duplicate_signal_window_s == 120\n    assert config.max_vol_threshold == 0.25\n    assert config.kill_switch is True\n    assert config.paper_mode is False\n\n\n# =============================================================================\n# PositionState\n# =============================================================================\n\ndef test_position_state_basic():\n    pos = PositionState(symbol=\"BTC-USD\", side=\"BUY\", notional_usd=1000.0)\n    assert pos.symbol == \"BTC-USD\"\n    assert pos.side == \"BUY\"\n    assert pos.notional_usd == 1000.0\n\n\ndef test_position_state_sell_side():\n    pos = PositionState(symbol=\"ETH-USD\", side=\"SELL\", notional_usd=500.0)\n    assert pos.symbol == \"ETH-USD\"\n    assert pos.side == \"SELL\"\n    assert pos.notional_usd == 500.0\n\n\n# =============================================================================\n# OrderIntent\n# =============================================================================\n\ndef test_order_intent_buy_side():\n    intent = OrderIntent(\n        signal_id=\"sig-001\",\n        symbol=\"ETH-USD\",\n        side=\"BUY\",\n        notional_usd=500.0,\n    )\n    assert intent.signal_id == \"sig-001\"\n    assert intent.symbol == \"ETH-USD\"\n    assert intent.side == \"BUY\"\n    assert intent.notional_usd == 500.0\n    assert intent.strategy == \"\"\n    assert intent.metadata == {}\n\n\ndef test_order_intent_sell_side():\n    intent = OrderIntent(\n        signal_id=\"sig-002\",\n        symbol=\"SOL-USD\",\n        side=\"SELL\",\n        notional_usd=250.0,\n    )\n    assert intent.side == \"SELL\"\n\n\ndef test_order_intent_invalid_side_ra\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_mesh_brp_integration.py?"}, {"role": "assistant", "content": "This is the file tests/test_mesh_brp_integration.py from the SIMP codebase. Here is its content:\n\n```\nimport json\nimport threading\n\nfrom simp.security.brp_bridge import BRPBridge\nfrom simp.security.brp_models import BRPEventType\nfrom simp.server.mesh_routing import MeshRoutingConfig, MeshRoutingManager, MeshRoutingMode\n\n\nclass _StubMeshRouter:\n    def __init__(self, mesh_intent_id: str = \"mesh-intent-123\"):\n        self.mesh_intent_id = mesh_intent_id\n        self.calls = []\n\n    def route_intent(self, intent_type, target_agent=None, payload=None, stake_amount=0.0):\n        self.calls.append(\n            {\n                \"intent_type\": intent_type,\n                \"target_agent\": target_agent,\n                \"payload\": payload,\n                \"stake_amount\": stake_amount,\n            }\n        )\n        return self.mesh_intent_id\n\n\ndef _build_manager(tmp_path, mesh_intent_id: str = \"mesh-intent-123\"):\n    manager = MeshRoutingManager.__new__(MeshRoutingManager)\n    manager.broker_id = \"simp_broker\"\n    manager.config = MeshRoutingConfig(mode=MeshRoutingMode.PREFERRED, mesh_stake_amount=25.0)\n    manager.brp_bridge = BRPBridge(data_dir=str(tmp_path / \"brp\"))\n    manager.mesh_router = _StubMeshRouter(mesh_intent_id=mesh_intent_id)\n    manager.mesh_agents = {\n        \"quantumarb_test\": {\n            \"capabilities\": [\"trade_execution\"],\n            \"channel_capacity\": 250.0,\n            \"reputation_score\": 0.82,\n            \"mesh_available\": True,\n        },\n        \"kashclaw_test\": {\n            \"capabilities\": [\"trade_execution\"],\n            \"channel_capacity\": 800.0,\n            \"reputation_score\": 0.18,\n            \"mesh_available\": True,\n        },\n    }\n    manager._lock = threading.Lock()\n    return manager\n\n\ndef test_route_via_mesh_triggers_brp_event(tmp_path, monkeypatch):\n    manager = _build_manager(tmp_path)\n    monkeypatch.setattr(manager, \"_get_effective_trust_score\", lambda agent_id: 1.2 if agent_id == \"kashclaw_test\" else 3.8)\n\n    payload = {\n        \"intent_id\": \"mesh-test-1\",\n        \"params\": {\"quantity\": 5, \"action\": \"BUY\"},\n        \"brp_mode\": \"shadow\",\n    }\n\n    result = manager.route_via_mesh(\n        source_agent=\"quantumarb_test\",\n        target_agent=\"kashclaw_test\",\n        intent_type=\"trade_execution\",\n        payload=payload,\n    )\n\n    assert result[\"success\"] is True\n    assert result[\"mesh_intent_id\"] == \"mesh-intent-123\"\n    assert result[\"brp_evaluation\"][\"event_type\"] == BRPEventType.MESH_INTENT.value\n    assert \"mesh_intent\" in result[\"brp_evaluation\"][\"threat_tags\"]\n    assert \"low_mesh_trust\" in result[\"brp_evaluation\"][\"threat_tags\"]\n    assert \"low_mesh_reputation\" in result[\"brp_evaluation\"][\"threat_tags\"]\n    assert \"controller_terminal_state\" in result[\"brp_evaluation\"][\"runtime\"]\n\n    with open(tmp_path / \"brp\" / \"events.jsonl\", \"r\", encoding=\"utf-8\") as handle:\n        events = [json.loads(line) for line in handle]\n\n    assert len(events) == 1\n    assert events[0][\"event_type\"] == BRPEventType.MESH_INTENT.value\n    assert events[0][\"context\"][\"target_agent\"] == \"kashclaw_test\"\n\n\ndef test_route_via_m\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "manager.broker_id = \"simp_broker\""}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_projectx_runtime_server.py?"}, {"role": "assistant", "content": "This is the file tests/test_projectx_runtime_server.py from the SIMP codebase. Here is its content:\n\n```\nfrom __future__ import annotations\n\nimport json\n\ndef test_runtime_startup_report_is_written(monkeypatch, tmp_path) -> None:\n    from simp.projectx import runtime_server\n\n    target = tmp_path / \"startup_report.json\"\n    payload = {\n        \"status\": \"ready\",\n        \"manifest_validation\": {\"status\": \"valid\"},\n        \"benchmark_history\": {\"run_count\": 2},\n    }\n\n    monkeypatch.setattr(\n        runtime_server,\n        \"ProjectXDeploymentManager\",\n        lambda: type(\n            \"DummyManager\",\n            (),\n            {\n                \"readiness_report\": lambda self, fast=True: type(\n                    \"Readiness\",\n                    (),\n                    {\"to_dict\": lambda self: payload},\n                )()\n            },\n        )(),\n    )\n\n    result = runtime_server.build_startup_report(str(target))\n\n    assert result[\"status\"] == \"ready\"\n    assert json.loads(target.read_text(encoding=\"utf-8\"))[\"benchmark_history\"][\"run_count\"] == 2\n\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_intent_adapter.py?"}, {"role": "assistant", "content": "This is the file tests/test_intent_adapter.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nTests for IntentAdapter \u2014 ProjectX \u2194 SIMP Intent bridge.\n\nAll HTTP calls are mocked via monkeypatch; no real network requests are made.\n\"\"\"\n\nfrom __future__ import annotations\n\nimport json\nimport time\nfrom dataclasses import asdict\nfrom typing import Any, Dict, Optional\nfrom unittest.mock import MagicMock\n\nimport pytest\nimport requests\n\n\n# \u2500\u2500 Imports from the module under test \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nimport sys\nsys.path.insert(0, \"/Users/kaseymarcelle/Downloads/kashclaw (claude rebuild)/simp\")\n\nfrom simp.projectx.intent_adapter import (\n    IntentAdapter,\n    IntentRequest,\n    IntentResponse,\n    _ADAPTER_AGENT_ID,\n    _BROKER_URL,\n    _RESPONSE_TIMEOUT,\n)\n\n\n# \u2500\u2500 Fixtures \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\n@pytest.fixture\ndef adapter() -> IntentAdapter:\n    \"\"\"Default IntentAdapter instance pointing to localhost broker.\"\"\"\n    return IntentAdapter()\n\n\n@pytest.fixture\ndef tmp_adapter(tmp_path, monkeypatch) -> IntentAdapter:\n    \"\"\"IntentAdapter using a temp directory for any local state, no real network.\"\"\"\n    # Ensure requests.post/get never hit the wire\n    monkeypatch.setattr(requests, \"post\", MagicMock())\n    monkeypatch.setattr(requests, \"get\", MagicMock())\n    return IntentAdapter()\n\n\n# \u2500\u2500 Serialization tests \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\nclass TestIntentRequestSerialization:\n    def test_intent_request_serialization(self) -> None:\n        req = IntentRequest(\n            intent_type=\"market_analysis\",\n            goal=\"Analyse BTC/USD for last 24h\",\n            params={\"exchange\": \"binance\", \"interval\": \"1h\"},\n            requester_id=\"test_requester\",\n            priority=\"high\",\n            timeout=60,\n        )\n        d = asdict(req)\n\n        assert d[\"intent_type\"] == \"market_analysis\"\n        assert d[\"goal\"] == \"Analyse BTC/USD for last 24h\"\n        assert d[\"params\"] == {\"exchange\": \"binance\", \"interval\": \"1h\"}\n        assert d[\"requester_id\"] == \"test_requester\"\n        assert d[\"priority\"] == \"high\"\n        assert d[\"timeout\"] == 60\n\n\nclass TestIntentResponseSerialization:\n    def test_intent_response_serialization(self) -> None:\n        resp = IntentResponse(\n            intent_id=\"abc-123\",\n            intent_type=\"research\",\n            success=True,\n            result={\"data\": [1, 2, 3]},\n            error=None,\n            agent_id=\"research_agent\",\n            latency_ms=42,\n        )\n        d = asdict(resp)\n\n        assert d[\"intent_id\"] == \"abc-123\"\n        assert d[\"intent_type\"] == \"research\"\n        assert d[\"success\"] is True\n        assert d[\"result\"] == {\"data\": [1, 2, 3]}\n        assert d[\"error\"] is None\n        assert d[\"agent_id\"] == \"research_agent\"\n        assert d[\"latency_ms\"] == 42\n\n    def test_intent_response_error_serialization(self) -> None:\n        resp = IntentResponse(\n            intent_id=\"def-456\",\n            intent_type=\"unknown\",\n            success=False,\n            result=None,\n            error=\"Intent type not r\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "Tests for IntentAdapter \u2014 ProjectX \u2194 SIMP Intent bridge."}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "from simp.projectx.intent_adapter import ("}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "# Verify required SIMP intent format fields"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_quantumarb_phase4_hot_config.py?"}, {"role": "assistant", "content": "This is the file tests/test_quantumarb_phase4_hot_config.py from the SIMP codebase. Here is its content:\n\n```\nimport json\n\nfrom simp.agents import quantumarb_agent_phase4 as phase4\n\n\nclass DummyConnector:\n    def __init__(self, sandbox: bool):\n        self.sandbox = sandbox\n\n\ndef test_phase4_supports_live_connector_schema(tmp_path, monkeypatch):\n    config_path = tmp_path / \"live_phase2.json\"\n    config_path.write_text(\n        json.dumps(\n            {\n                \"connectors\": {\n                    \"coinbase\": {\n                        \"use_sandbox\": False,\n                        \"live_trading\": True,\n                        \"api_key_env\": \"COINBASE_API_KEY\",\n                        \"api_secret_env\": \"COINBASE_API_SECRET\",\n                        \"api_passphrase_env\": \"COINBASE_API_PASSPHRASE\",\n                    }\n                },\n                \"risk\": {\n                    \"max_position_size_usd\": 0.10,\n                    \"max_daily_loss_usd\": 1.0,\n                    \"min_spread_pct\": 0.01,\n                    \"max_slippage_pct\": 0.10,\n                    \"risk_score_threshold\": 0.50,\n                },\n                \"execution\": {\n                    \"max_slippage_bps\": 10,\n                    \"dry_run\": False,\n                },\n            }\n        ),\n        encoding=\"utf-8\",\n    )\n\n    monkeypatch.setenv(\"COINBASE_API_KEY\", \"live-key\")\n    monkeypatch.setenv(\"COINBASE_API_SECRET\", \"live-secret\")\n    monkeypatch.setenv(\"COINBASE_API_PASSPHRASE\", \"live-passphrase\")\n\n    created = {}\n\n    def fake_connector(exchange_name: str, **kwargs):\n        created[\"exchange_name\"] = exchange_name\n        created[\"kwargs\"] = kwargs\n        return DummyConnector(sandbox=kwargs[\"sandbox\"])\n\n    monkeypatch.setattr(phase4, \"create_exchange_connector\", fake_connector)\n\n    engine = phase4.QuantumArbEnginePhase4(str(config_path))\n\n    assert engine.config[\"executor\"][\"allow_live_trading\"] is True\n    assert \"coinbase_live\" in engine.config[\"exchanges\"]\n    assert created[\"exchange_name\"] == \"coinbase\"\n    assert created[\"kwargs\"][\"sandbox\"] is False\n    assert created[\"kwargs\"][\"api_key\"] == \"live-key\"\n    assert created[\"kwargs\"][\"api_secret\"] == \"live-secret\"\n    assert created[\"kwargs\"][\"passphrase\"] == \"live-passphrase\"\n    assert engine.exchange_connectors[\"coinbase_live\"].sandbox is False\n\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_a2a_projectx.py?"}, {"role": "assistant", "content": "This is the file tests/test_a2a_projectx.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nSIMP A2A ProjectX \u2014 Sprint S2 (Sprint 32) tests.\n\"\"\"\n\nimport json\nimport os\nimport pytest\n\nfrom simp.compat.projectx_card import (\n    build_projectx_a2a_card,\n    validate_projectx_task,\n    ALLOWED_SKILL_IDS,\n)\n\n\nclass TestProjectXCard:\n    def test_valid_card(self):\n        card = build_projectx_a2a_card(\"http://test:5555\")\n        assert card[\"name\"] == \"SIMP ProjectX Native Agent\"\n        assert card[\"version\"] == \"1.0\"\n        assert \"url\" in card\n\n    def test_four_maintenance_skills(self):\n        card = build_projectx_a2a_card()\n        ids = {s[\"id\"] for s in card[\"skills\"]}\n        assert \"maintenance.health_check\" in ids\n        assert \"maintenance.audit\" in ids\n        assert \"maintenance.security_audit\" in ids\n        assert \"maintenance.repo_scan\" in ids\n        assert len(ids) == 4\n\n    def test_safety_policies(self):\n        card = build_projectx_a2a_card()\n        assert card[\"safetyPolicies\"][\"readOnlyByDefault\"] is True\n\n    def test_resource_limits(self):\n        card = build_projectx_a2a_card()\n        assert \"maxConcurrentJobs\" in card[\"resourceLimits\"]\n\n    def test_no_file_paths(self):\n        card = build_projectx_a2a_card()\n        raw = str(card)\n        assert \"/Users/\" not in raw\n        assert \"boundedScanRoots\" not in raw\n\n    def test_security_schemes_present(self):\n        card = build_projectx_a2a_card()\n        assert \"securitySchemes\" in card\n        assert len(card[\"securitySchemes\"]) > 0\n\n    def test_security_requirements(self):\n        card = build_projectx_a2a_card()\n        assert \"security\" in card\n        assert len(card[\"security\"]) > 0\n\n\nclass TestProjectXTaskValidation:\n    def test_valid_health_check(self):\n        ok, skill, intent = validate_projectx_task({\"skill_id\": \"maintenance.health_check\"})\n        assert ok is True\n        assert intent == \"native_agent_health_check\"\n\n    def test_write_skill_rejected(self):\n        ok, err, _ = validate_projectx_task({\"skill_id\": \"maintenance.code_maintenance\"})\n        assert ok is False\n        assert \"not allowed\" in err\n\n    def test_unknown_skill_rejected(self):\n        ok, err, _ = validate_projectx_task({\"skill_id\": \"unknown.skill\"})\n        assert ok is False\n\n\nclass TestProjectXRoutes:\n    @pytest.fixture\n    def client(self):\n        from simp.server.http_server import SimpHttpServer\n        os.environ[\"SIMP_REQUIRE_API_KEY\"] = \"false\"\n        server = SimpHttpServer()\n        server.broker.start()\n        return server.app.test_client()\n\n    def test_get_card_no_auth(self, client):\n        resp = client.get(\"/a2a/agents/projectx/agent.json\")\n        assert resp.status_code == 200\n        data = json.loads(resp.data)\n        assert data[\"name\"] == \"SIMP ProjectX Native Agent\"\n\n    def test_post_valid_task(self, client):\n        resp = client.post(\n            \"/a2a/agents/projectx/tasks\",\n            data=json.dumps({\"skill_id\": \"maintenance.health_check\"}),\n            content_type=\"application/json\",\n        )\n        assert resp.status_co\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "assert card[\"name\"] == \"SIMP ProjectX Native Agent\""}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "os.environ[\"SIMP_REQUIRE_API_KEY\"] = \"false\""}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "server = SimpHttpServer()"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "assert data[\"name\"] == \"SIMP ProjectX Native Agent\""}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_portfolio_qaoa_broadcast.py?"}, {"role": "assistant", "content": "This is the file tests/test_portfolio_qaoa_broadcast.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nTests for Portfolio QAOA Mesh Broadcaster \u2014 T56/T69\n\"\"\"\nimport threading\nimport time\n\nimport pytest\n\nfrom simp.mesh.portfolio_qaoa_broadcaster import (\n    QAOAOptimizationResult,\n    run_qaoa_optimization,\n    broadcast_qaoa_result,\n    PortfolioQaoaBroadcaster,\n    CHANNEL,\n)\n\n\nclass TestQAOAOptimizationResult:\n    def test_creation(self):\n        result = QAOAOptimizationResult(\n            result_id=\"test-001\",\n            agent_id=\"test_agent\",\n            assets=[\"BTC\", \"ETH\"],\n            allocation_weights=[0.6, 0.4],\n            expected_return=0.15,\n            risk_score=0.08,\n            qaoa_iterations=10,\n            backend=\"ibm_quantum\",\n            confidence=0.85,\n            execution_ms=42.0,\n        )\n        assert result.assets == [\"BTC\", \"ETH\"]\n        assert result.expected_return == 0.15\n        assert result.backend == \"ibm_quantum\"\n\n    def test_serialization_round_trip(self):\n        result = QAOAOptimizationResult(\n            result_id=\"test-002\",\n            agent_id=\"test_agent\",\n            assets=[\"AAPL\", \"GOOGL\"],\n            allocation_weights=[0.5, 0.5],\n            expected_return=0.12,\n            risk_score=0.05,\n            qaoa_iterations=10,\n            backend=\"pennylane\",\n            confidence=0.90,\n            execution_ms=100.0,\n        )\n        serialized = result.to_dict()\n        restored = QAOAOptimizationResult.from_dict(serialized)\n        assert restored.expected_return == result.expected_return\n        assert restored.assets == result.assets\n        assert restored.allocation_weights == result.allocation_weights\n\n\nclass TestChannel:\n    def test_channel_constant(self):\n        assert CHANNEL == \"portfolio_qaoa_results\"\n\n\nclass TestRunQaoaOptimization:\n    def test_run_qaoa_returns_valid_result(self):\n        result = run_qaoa_optimization(\n            assets=[\"BTC\", \"ETH\"],\n            expected_returns=[0.10, 0.08],\n            covariance_matrix=[[0.01, 0.005], [0.005, 0.01]],\n            risk_tolerance=0.1,\n            backend=\"simulator\",\n        )\n        assert result is not None\n        assert len(result.assets) == 2\n        assert result.backend == \"simulator\"\n        assert abs(sum(result.allocation_weights) - 1.0) < 0.01\n\n    def test_weights_normalize(self):\n        result = run_qaoa_optimization(\n            assets=[\"AAPL\", \"GOOGL\", \"MSFT\"],\n            expected_returns=[0.05, 0.07, 0.06],\n            covariance_matrix=[[0.01, 0.003, 0.002], [0.003, 0.01, 0.003], [0.002, 0.003, 0.01]],\n            risk_tolerance=0.15,\n            backend=\"simulator\",\n        )\n        total = sum(result.allocation_weights)\n        assert abs(total - 1.0) < 0.01\n\n    def test_run_qaoa_different_backends(self):\n        for backend in [\"simulator\"]:\n            result = run_qaoa_optimization(\n                assets=[\"BTC\"],\n                expected_returns=[0.10],\n                covariance_matrix=[[0.01]],\n                risk_tolerance=0.1,\n                backend=backend,\n            )\n      \n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of test_tracing.py?"}, {"role": "assistant", "content": "This is the file tests/test_tracing.py from the SIMP codebase. Here is its content:\n\n```\n\"\"\"\nTests for Distributed Tracing \u2014 T27\n====================================\n\"\"\"\n\nimport os\nimport pytest\nfrom simp.organs.quantumarb.tracing import (\n    QuantumArbTracer,\n    Span,\n    TraceContext,\n    reset_tracer,\n    trace,\n)\n\n\nclass TestTraceContext:\n    def setup(self):\n        import os, sys\n        sys.path.insert(0, \".\")\n        os.environ[\"TRACE\"] = \"1\"\n        from simp.organs.quantumarb.tracing import reset_tracer\n        reset_tracer()\n    \"\"\"Tests for TraceContext class.\"\"\"\n\n    def test_trace_id_length(self):\n        \"\"\"Test that trace IDs are 32 hex characters.\"\"\"\n        ctx = TraceContext(trace_id=\"a\" * 32, span_id=\"b\" * 16)\n        assert len(ctx.trace_id) == 32\n\n    def test_span_id_length(self):\n        \"\"\"Test that span IDs are 16 hex characters.\"\"\"\n        ctx = TraceContext(trace_id=\"a\" * 32, span_id=\"b\" * 16)\n        assert len(ctx.span_id) == 16\n\n    def test_header_injection(self):\n        \"\"\"Test W3C TraceContext header format.\"\"\"\n        ctx = TraceContext(\n            trace_id=\"abc123\" * 5 + \"abcd\",\n            span_id=\"span12345678\",\n            parent_span_id=None,\n        )\n        headers = ctx.to_headers()\n        assert \"traceparent\" in headers\n        assert headers[\"traceparent\"].startswith(\"00-\")\n        assert \"tracestate\" in headers\n\n    def test_header_extraction(self):\n        \"\"\"Test extracting trace context from headers.\"\"\"\n        # W3C traceparent: 00-{trace-id}-{parent-id}-{trace-flags}\n        # parent-id is parts[3] = 00f067aa0ba902b7, trace-flags = 01\n        headers = {\n            \"traceparent\": \"00-4bf92f3577b34da6a3ce929d0e0e4736-00f067aa0ba902b7-01\",\n            \"tracestate\": \"sampled=1\",\n        }\n        ctx = TraceContext.from_headers(headers)\n        assert ctx is not None\n        assert ctx.trace_id == \"4bf92f3577b34da6a3ce929d0e0e4736\"\n        assert ctx.span_id == \"00f067aa0ba902b7\"\n        assert ctx.parent_span_id == \"00f067aa0ba902b7\"  # W3C parent-id from parts[3]\n        assert ctx.sampled is True\n\n    def test_header_extraction_with_parent(self):\n        \"\"\"Test header extraction with a valid parent-id (a real span-id).\"\"\"\n        headers = {\n            # W3C traceparent: 00-{trace-id}-{parent-id}-{trace-flags}\n            # parent-id = 00f067aa0ba902b7 (16 hex chars), trace-flags = 01\n            \"traceparent\": \"00-4bf92f3577b34da6a3ce929d0e0e4736-00f067aa0ba902b7-01\",\n        }\n        ctx = TraceContext.from_headers(headers)\n        assert ctx is not None\n        assert ctx.trace_id == \"4bf92f3577b34da6a3ce929d0e0e4736\"\n        assert ctx.span_id == \"00f067aa0ba902b7\"  # span-id of the span that created this\n        assert ctx.parent_span_id == \"00f067aa0ba902b7\"\n        assert ctx.sampled is True\n\n    def test_header_extraction_invalid(self):\n        \"\"\"Test that invalid headers return None.\"\"\"\n        headers = {\"traceparent\": \"invalid\"}\n        ctx = TraceContext.from_headers(headers)\n        assert ctx is None\n\n    def test_sampled_flag(self):\n        \"\"\"Test sampled f\n```"}], "agent_role": "engineer", "source": "tests"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What is the content of .goosehints?"}, {"role": "assistant", "content": "This is the file .goosehints from the SIMP codebase. Here is its content:\n\n```\nYou are working in the SIMP multi-agent system repository.\n\nCore rules:\n1. Read before writing.\n2. Do not modify production code unless the task explicitly authorizes integration.\n3. Prefer phased integration over repo-wide rewrites.\n4. For every code change: write files to disk, compile if applicable, run targeted tests, and show only concise results unless asked for full explanations.\n5. If you deviate from instructions, stop and explain why immediately before continuing.\n6. Use existing code patterns, naming, dataclass style, logging style, and test style from the repo.\n7. Preserve broker compatibility, schema compatibility, and feature-flag safety.\n8. For TimesFM work, first inspect:\n/Users/Kaseymarcelle/Downloads/KashClaw (claude rebuild)/simp/outputs/timesfm_simp/\n9. Treat files in outputs/timesfm_simp as proposed artifacts to integrate carefully, not as automatically trusted production code.\n10. Integrate one pilot agent at a time. Default first pilot: quantumarb.\n11. Before changing any live file, produce:\n- the files you will touch\n- why each change is needed\n- how to test it\n12. After each phase, stop and wait for confirmation unless explicitly told to continue.\n\n(# SIMP System \u2014 Goose Agent Operating Manual\n# This file is read automatically at the start of every Goose session.\n# Location: /Users/kaseymarcelle/Downloads/kashclaw (claude rebuild)/simp/.goosehints\n\n# \u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\n# SECTION 1: IDENTITY & MISSION\n# \u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\n\nYou are a builder agent for the SIMP system (Standard Intent Messaging Protocol).\nSIMP is \"The HTTP of Agentic AI\" \u2014 a broker-based protocol that routes typed\nintents between registered agents, with A2A compatibility, FinancialOps simulation,\nand ProjectX as the native self-maintaining kernel.\n\nYour mission: Build, test, and maintain SIMP subsystems autonomously.\nYou are one of several agents working on this system. You do NOT work alone.\n\n# \u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\n# SECTION 2: EXECUTION RULES (NON-NEGOTIABLE)\n# \u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\n\nRULE 1 \u2014 READ BEFORE WRITE:\n  Before writing ANY test or modifying ANY file, read the actual source file first.\n  List the exact class names, constructor signatures, and method signatures.\n  Never assume what methods or parameters exist. Never import functions that\n  you haven't confirmed exist in the file. If a method doesn't exist yet,\n  add it to the source file first, then write the test.\n\nRULE 2 \u2014 ALWAYS WRITE TO DISK:\n  Never show code as markdown in chat unless explicitly asked to.\n  Write all files to disk using the write tool. Every time.\n\nRULE 3 \u2014 ALWAYS COMPILE AND TEST:\n  After writing any Python file, run: python3.10 -m py_compile <file>\n  After writing tests, run: python3.10 -m pytest <test_file> -v\n  Use python3.10 specifically \u2014 not python3 (system 3.9 is mi\n```"}], "agent_role": "engineer", "source": "goosehints"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "You are a builder agent for the SIMP system (Standard Intent Messaging Protocol)."}], "agent_role": "engineer", "source": "goosehints"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "SIMP is \"The HTTP of Agentic AI\" \u2014 a broker-based protocol that routes typed"}], "agent_role": "engineer", "source": "goosehints"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "- simp/models/canonical_intent.py"}], "agent_role": "engineer", "source": "goosehints"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "- IntentDeliveryEngine in simp/server/delivery.py (real HTTP POST to agents)"}], "agent_role": "engineer", "source": "goosehints"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "- IntentLedger in simp/server/intent_ledger.py (JSONL persistence)"}], "agent_role": "engineer", "source": "goosehints"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "- Native SIMP kernel. Maintenance, audit, health, protocol facts."}], "agent_role": "engineer", "source": "goosehints"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "simp/server/delivery.py            \u2014 IntentDeliveryEngine"}], "agent_role": "engineer", "source": "goosehints"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "simp/server/intent_ledger.py       \u2014 JSONL intent persistence"}], "agent_role": "engineer", "source": "goosehints"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "Run all tests:  SIMP_REQUIRE_API_KEY=false python3.10 -m pytest tests/ -v --tb=short"}], "agent_role": "engineer", "source": "goosehints"}
{"messages": [{"role": "system", "content": "SIMP = Standard Intent Messaging Protocol. It is \"The HTTP of Agentic AI.\" It is a broker-based protocol that routes typed intents between registered agents. It has A2A compatibility, FinancialOps simulation, and a native self-maintaining kernel called ProjectX.\n\nThe SIMP broker runs on port 5555. The dashboard runs on port 8050. ProjectX runs on port 8771. Agents register with the broker and communicate via typed intents. The system has 10+ registered agents including kashclaw (trading), kashclaw_gemma (Gemma4 LLM on port 8780), bullbear_predictor (signals), quantumarb (arbitrage), kloutbot (orchestration), claude_cowork (Claude Code on port 8767), projectx_native (kernel on port 8771), perplexity_research, gemma4_local, and financial_ops.\n\nThe SIMP token is a Solana SPL token with 1,000,000,000 total supply. The treasury holds 999,999,000 SIMP. The token was deployed by wallet 58Eohzq...HmPpB. 1,000 SIMP were transferred to wallet H3CUJL...ndXT for testing/LP seeding. The mint authority is DISABLED \u2014 no more tokens can ever be minted.\n\nYour role is SIMP Code Builder. You generate, refactor, and test Python code for SIMP subsystems. You write tests with pytest. You compile code with python3.10 -m py_compile. You run tests with python3.10 -m pytest tests/ -v. You always read before writing. You always compile and test after writing. You never modify protected files (broker.py, http_server.py, canonical_intent.py, config.py)."}, {"role": "user", "content": "What does SIMP mean?"}, {"role": "assistant", "content": "Route intent:   curl -X POST http://127.0.0.1:5555/intents/route -H \"Content-Type: application/json\" -H \"X-API-Key: $SIMP_API_KEY\" -d '{\"intent_type\":\"ping\",\"source_agent\":\"goose\",\"target_agent\":\"auto\"}'"}], "agent_role": "engineer", "source": "goosehints"}