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README.md---
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license: apache-2.0
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language:
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- en
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tags:
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- mcp-server
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- mcp-tools
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- mcp-web-api
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- mcp-web-search
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- ai-gateway
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- ai-security
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- rust
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- agent-framework
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- tool-sandbox
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- ai-sandbox
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- ai-runtime
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- local-project
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- local-data
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- cross-compile
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- lmdb
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- rag
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- local-rag
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- transformer
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- android
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- termux
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- terminal
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- local-data
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- local-runtime-tools-rag
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- ai-safety
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- ai-memory
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- build-anchor
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- agent-memory
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- self-learning
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- ai-harness
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- ai-memory
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- cross-session-memory
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- online-learning
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- local-agent-tools
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- tool-gateway
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- social-media
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- zero-copy
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- binary-runtime
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- near-zero-attack-surface
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- content-scrubing
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- database
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pipeline_tag: text-generation
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---
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# SPF Smart Gateway v3.0.3 - SEE UPDATE.3.0.3 FOR DETAILS
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INSTALL ZIP. DOWNLOAD SPFsmartGATE 3.0.3
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cd ~/
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mkdir SPFsmartGATE
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cp SPFsmartGATE.3.0.3.zip ~/SPFsmartGATE
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cd SPFsmartGATE
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unzip SPFsmartGATE.3.0.3.zip
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cargo build --release
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wait for Build to complete
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you only need to build once per runtime. unless copying onto the same system. then just copy paste
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cp ~/SPFsmartGATE/target/release/spf-smart-gate ~/SPFsmartGATE/LIVE/BIN/spf-smart-gate
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adjust file paths in ~/SPFsmartGATE/LIVE/LMDB5 .claude.json .mcp.json LMDB5/.claude settings.json settings.local.json
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Currently configure to use openrouter through a tool dissabled cli. Inference comes from open router
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Gated tools come from SPF smart GATE
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You likely will need to modify ~/.bashrc and settings.local.json to add your api and model choice. example bash file in dataset
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make sure file path leads to home. full runtime starts at ~/SPFsmartGATE
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cd SPFsmartGATE/LIVE/LMDB5 <<< ALSO INSTALL PATH FOR CLAUDE CLI. if claude boot fails. BUT USE BUILT IN CONFIGS
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claude < already installed and configure in the runtime. but. above also applies
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**MCP Server Gateway with Multi-Layer Security Enforcement, Agent Memory, FLINT Transformer, Mesh Network, and 81 Gated Tools**
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> **NOTE: Full system upload still in progress.** Not all files are present yet. Repository is actively being populated
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Copyright (C) 2026 Joseph Stone — All Rights Reserved
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---
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## Quick Start
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```bash
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# Clone into home folder
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git clone <repo-url> ~/SPFsmartGATE
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# Or for clones/SWARMagents:
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# ~/SWARMagents/1/SPFsmartGATE
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cd SPFsmartGATE
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cargo build --release
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# Copy optimized binary
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cp ~/SPFsmartGATE/target/release/spf-smart-gate ~/SPFsmartGATE/LIVE/BIN/spf-smart-gate
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chmod +x ~/SPFsmartGATE/LIVE/BIN/spf-smart-gate/spf-smart-gate
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# Configure MCP server filepath
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nano ~/SPFsmartGATE/LIVE/LMDB5/.mcp.json
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~/SPFsmartGATE/LIVE/LMDB5/.claude/settings.local.json
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~/SPFsmartGATE/LIVE/LMDB5/.claude/settings.json
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# Install Claude CLI in project directory
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# Use included configs, deny native Claude CLI tools
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# ~/SPFsmartGATE/LIVE/LMDB5/.claude.json
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# ~/SPFsmartGATE/LIVE/LMDB5/.claude/settings.json
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# Boot into flat-file agent runtime
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cd ~/SPFsmartGATE/LIVE/LMDB5 && claude
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# Boot into LMDB-backed agent runtime
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cd ~/SPFsmartGATE/LIVE/LMDB5.DB && claude
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```
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### Route Other Models Through Claude CLI
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Adjust `~/SPFsmartGATE/LIVE/LMDB5/.claude/settings.local.json` with your model choice and API key. Uses OpenRouter for API and agent selection. Swap agents without changing sessions or losing project data.
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### Build Notes
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- Cross-compiles on **Android** and **Linux** with minimal installation
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- Only rebuild on first boot or after system modifications
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- Binary: `~/SPFsmartGATE/LIVE/BIN/spf-smart-gate/spf-smart-gate`
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---
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## Overview
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SPF Smart Gateway is a **Rust-based MCP (Model Context Protocol) server** that acts as a security gateway for AI tool calls. Every file operation, bash command, brain query, and mesh call routes through compiled Rust enforcement logic.
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**No AI hallucination gets past the gate.**
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### Why Heed + LMDB
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All persistent storage — config, agent state, brain vectors, session logs, gate training data — runs through **[heed](https://github.com/meilisearch/heed)**, a safe Rust wrapper over LMDB. This is what makes SPF extremely fast with a low memory footprint:
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- **Zero-copy reads** — heed maps LMDB pages directly into memory, no serialization overhead
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- **No server process** — LMDB is a memory-mapped B-tree library, not a database daemon
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- **ACID transactions** — single-writer, multi-reader with no lock contention on reads
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- **Sub-millisecond lookups** — B-tree index, not hash scanning
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- **Tiny footprint** — entire 138K+ memory store runs in-process with minimal RAM
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- **Phone-friendly** — designed for Android from day one; heed compiles cleanly on ARM64
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Every tool call, brain search, and memory promotion goes through heed → LMDB. No network hops, no subprocess calls, no SQL parsing. The gate, brain, agent state, and FLINT training all share the same embedded database engine.
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Two agent runtimes:
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- **Flat files** — `LIVE/LMDB5/` (session state in markdown)
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- **LMDB database** — `LIVE/LMDB5.DB/` (session state in LMDB for persistence)
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Twin folder architecture: flat-file data uploaded via SPF CLI fs tools (user-only access). All agent tool calls are gated, validated, and audited.
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---
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## Architecture
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```
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┌─────────────────────────────────────────────────────────────────┐
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│ SPF Smart Gateway v3.0.0 │
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│ 42 Rust modules │
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├─────────────────────────────────────────────────────────────────┤
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│ MCP Server (JSON-RPC 2.0 over stdio) │
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│ 81 tools │ tool alias map │ Qwen/LLM compatibility │
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├─────────────────────────────────────────────────────────────────┤
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│ GATE (6-Step Pipeline) │
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│ Step 0: Source logging │
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│ Step 1: Rate limiting │
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│ Step 2: Complexity calculation (SPF formula) │
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│ Step 3: Validation (per-tool: paths, commands, Build Anchor) │
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│ Step 4: Content inspection (credentials, injection) │
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│ Step 5: Max mode escalation │
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├──────────┬──────────┬──────────┬──────────┬─────────────────────┤
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│ FLINT │ Brain │ Mesh │ Voice │ Browser/RAG │
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│ (encoder-│ (vectors │ (P2P QUIC│ (TTS/STT │ (reverse proxy │
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│ decoder │ LMDB + │ Ed25519 │ espeak- │ search, fetch, │
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│ ~5M │ MiniLM) │ iroh) │ ng FFI) │ RSS, web tools) │
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│ params) │ │ │ │ │
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├──────────┴──────────┴──────────┴──────────┴─────────────────────┤
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│ LMDB Storage Layer (heed) │
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│ SPF_CONFIG │ TMP_DB │ AGENT_STATE │ Brain │ Gate Training │
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│ All zero-copy reads via heed safe Rust bindings │
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└─────────────────────────────────────────────────────────────────┘
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```
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### Module Inventory (42 modules)
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`paths`, `calculate`, `config`, `gate`, `inspect`, `mcp`, `session`, `storage`, `validate`, `web`, `http`, `dispatch`, `identity`, `mesh`, `fs`, `config_db`, `tmp_db`, `agent_state`, `tensor`, `tokenizer`, `framing`, `attention`, `ffn`, `encoder`, `decoder`, `transformer`, `checkpoint`, `gate_training`, `transformer_tools`, `train`, `learning`, `pipeline`, `worker`, `network`, `chat`, `voice`, `utf8_safe`, `brain_local`, `flint_memory`, `browser`, `orchestrator`, `channel`
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---
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## The SPF Formula
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### Complexity Calculation
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```
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C = (basic ^ 1) + (dependencies ^ 7) + (complex ^ 10) + (files × 10)
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```
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### Dynamic Analysis Allocation
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```
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a_optimal(C) = W_eff × (1 - 1/ln(C + e))
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```
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Where `W_eff = 40,000` tokens and `e = Euler's number`
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### Tier Allocation
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| Tier | C Range | Analyze | Build | Verify Passes | Approval |
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|------|---------|---------|-------|---------------|----------|
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| SIMPLE | < 500 | 40% | 60% | 1 | No |
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| LIGHT | < 2,000 | 60% | 40% | 1 | No |
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| MEDIUM | < 10,000 | 75% | 25% | 2 | No |
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| CRITICAL | > 10,000 | 95% | 5% | 3 | **Required** |
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### Master Equation (Subtask Success)
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```
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P(success) = 1 - PRODUCT(1 - P_i) for i=1..D subtasks
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P_i = Q(a) × L(m) × V(v) × B(b)
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Q(a) = 1 - e^(-0.00004 × a) — Quality from analysis depth
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L(m) = 1 - 0.20^(m/2000) — Lookup from external memory
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V(v) = 1 - (1 - 0.75)^v — Verification accuracy
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B(b) = checks_done / checks_required — Build Anchor compliance
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```
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---
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## Security
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### Gate Enforcement (6 Steps)
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Every tool call passes through `gate::process()` — compiled Rust, no runtime bypass.
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| Step | What | How |
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|------|------|-----|
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| 0 | Source logging | Identifies caller (Stdio, Transformer, Mesh, HTTP) |
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| 1 | Rate limiting | Per-tool limits (30–120 calls/min) |
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| 2 | Complexity calc | SPF formula → C value, tier, allocation |
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| 3 | Validation | Per-tool validator (paths, commands, anchors) |
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| 4 | Content inspection | Credential patterns, shell injection, path traversal |
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| 5 | Max mode | Escalation to CRITICAL tier on warnings |
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### Build Anchor Protocol
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Files must be **read before they can be edited or overwritten**. Prevents AI hallucinations from blindly modifying files without understanding contents.
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- `Read` tracks files in `session.files_read`
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- `Edit` and `Write` check against this list
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- `Bash` write-class commands check target file reads
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- Violations: blocked (Max mode) or warned (Soft mode)
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### Content Inspection
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Scans written/stored content for:
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- **Credential patterns**: API keys (sk-), AWS keys (AKIA), GitHub tokens (ghp_), Slack tokens, private keys, hardcoded passwords
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- **Shell injection**: Command substitution `$()`, backticks, eval/exec
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- **Path traversal**: `../` sequences
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- **Blocked path references**: Content mentioning system paths
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### Blocked Paths
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Default blocked: `/tmp`, `/etc`, `/usr`, `/system`, `/data/data/com.termux/files/usr`
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### Command Whitelist (Stage 0)
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Bash commands checked against sandbox and user-filesystem whitelists. Each command segment validated independently. Destructive commands (rm, chmod 777) blocked even if whitelisted.
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### Default Deny
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Unknown tools blocked until explicitly added to the gate allowlist.
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---
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## MCP Tools (81 Total)
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### Core Gate Tools
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| Tool | Description |
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|------|-------------|
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| `spf_calculate` | Calculate complexity score without executing. Returns C value, tier, allocation |
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| `spf_status` | Gateway status: session metrics, enforcement mode, complexity budget |
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| `spf_session` | Full session state: files read/written, action history, anchor ratio |
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### Gated File Operations
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| Tool | Description |
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|------|-------------|
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| `Read` | Gated file read. Tracks for Build Anchor Protocol. Binary-safe |
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| `Write` | Gated file write. Validates Build Anchor, blocked paths, file size |
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| `Edit` | Gated file edit. Validates Build Anchor, blocked paths, change size |
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| `Bash` | Gated bash execution. Validates dangerous commands, /tmp access, git force |
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| `Glob` | Fast file pattern matching. Supports `**/*.rs`, `src/**/*.ts` |
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| `Grep` | Search file contents using regex. Built on ripgrep |
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### Brain / Memory Tools
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| Tool | Description |
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|------|-------------|
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| `spf_brain_search` | Semantic vector search across collections (MiniLM-L6-v2, 384d) |
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| `spf_brain_recall` | Full document retrieval by semantic query |
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| `spf_brain_context` | Bounded context retrieval for prompt injection |
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| `spf_brain_store` | Store document in brain (FLINT-internal, source-gated) |
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| `spf_flint_store` | Agent memory store — bypasses brain write gate. Brain vectors + Working tier |
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| `spf_brain_index` | Index a file or directory into a brain collection |
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| `spf_brain_list` | List all indexed collections with document counts |
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| `spf_brain_status` | Brain system status: model state, storage size, collections |
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| `spf_brain_list_docs` | List stored documents in a collection |
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| `spf_brain_get_doc` | Retrieve a specific document by ID |
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### Agent State Tools
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| Tool | Description |
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|------|-------------|
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| `spf_agent_stats` | AGENT_STATE LMDB statistics: memory count, sessions, state keys, tags |
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| `spf_agent_memory_search` | Search agent memories by content |
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| `spf_agent_memory_by_tag` | Get agent memories by tag |
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| `spf_agent_session_info` | Most recent session info |
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| `spf_agent_context` | Context summary for session continuity |
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### FLINT Transformer Tools
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| Tool | Description |
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|------|-------------|
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| `spf_transformer_status` | FLINT transformer status: loaded, params, checkpoint, role |
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| `spf_transformer_infer` | Run inference: prompt → response. Returns generated tokens |
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| `spf_transformer_chat` | Multi-turn conversation with FLINT |
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| `spf_transformer_train` | Trigger manual training batch from accumulated gate signals |
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| `spf_transformer_metrics` | Learning metrics: loss, accuracy, gate alignment, training step |
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| `spf_flint_train_evil` | Mark a tool call as evil/harmful. Negative training signal |
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| `spf_flint_train_good` | Mark a tool call as good/safe. Positive training signal |
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| `spf_flint_execute` | Execute any SPF tool through FLINT worker mode (delegation) |
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### Web Browser Tools
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| Tool | Description |
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|------|-------------|
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| `spf_web_search` | Search the web (Brave API or DuckDuckGo) |
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| `spf_web_fetch` | Fetch URL and return clean readable text |
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| `spf_web_api` | Make HTTP API requests (GET/POST/PUT/DELETE/PATCH). Supports custom headers and JSON body — agents can directly interact with social media APIs (X/Twitter, Facebook, Instagram, Reddit, etc.) using stored API keys |
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| `spf_web_download` | Download a file from URL and save to disk |
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| `spf_web_connect` | Initialize reverse proxy browser engine |
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| `spf_web_navigate` | Navigate browser to a URL (SSRF-validated) |
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| `spf_web_click` | Click a page element by CSS selector |
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| `spf_web_fill` | Type text into a form field by CSS selector |
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| `spf_web_select` | Query page elements by CSS selector |
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| 344 |
-
| `spf_web_eval` | Execute JavaScript on the current page |
|
| 345 |
-
| `spf_web_screenshot` | Capture a screenshot of the current page (in development) |
|
| 346 |
-
| `spf_web_design` | Extract design brief: colours, fonts, spacing, components |
|
| 347 |
-
| `spf_web_page` | Structured page overview: title, headings, links, forms |
|
| 348 |
-
|
| 349 |
-
### RAG Collector Tools
|
| 350 |
-
|
| 351 |
-
| Tool | Description |
|
| 352 |
-
|------|-------------|
|
| 353 |
-
| `spf_rag_collect_web` | Search web and collect documents. Optional topic filter |
|
| 354 |
-
| `spf_rag_collect_file` | Process a local file into brain |
|
| 355 |
-
| `spf_rag_collect_folder` | Process all files in a folder |
|
| 356 |
-
| `spf_rag_collect_drop` | Process files in DROP_HERE folder |
|
| 357 |
-
| `spf_rag_index_gathered` | Index all documents in GATHERED to brain |
|
| 358 |
-
| `spf_rag_dedupe` | Deduplicate a brain collection |
|
| 359 |
-
| `spf_rag_status` | Collector status and stats |
|
| 360 |
-
| `spf_rag_list_gathered` | List documents in GATHERED folder |
|
| 361 |
-
| `spf_rag_bandwidth_status` | Bandwidth usage stats and limits |
|
| 362 |
-
| `spf_rag_fetch_url` | Fetch a single URL with bandwidth limiting |
|
| 363 |
-
| `spf_rag_collect_rss` | Collect from RSS/Atom feeds |
|
| 364 |
-
| `spf_rag_list_feeds` | List configured RSS feeds |
|
| 365 |
-
| `spf_rag_pending_searches` | Get pending SearchSeeker vectors (gaps needing fetch) |
|
| 366 |
-
| `spf_rag_fulfill_search` | Mark a SearchSeeker as fulfilled after RAG fetch |
|
| 367 |
-
| `spf_rag_smart_search` | Smart search with completeness check — triggers SearchSeeker if <80% |
|
| 368 |
-
| `spf_rag_auto_fetch_gaps` | Automatically fetch data for all pending SearchSeekers |
|
| 369 |
-
|
| 370 |
-
### Mesh Network Tools
|
| 371 |
-
|
| 372 |
-
| Tool | Description |
|
| 373 |
-
|------|-------------|
|
| 374 |
-
| `spf_mesh_status` | Mesh network status: role, team, identity |
|
| 375 |
-
| `spf_mesh_peers` | List known/trusted mesh peers |
|
| 376 |
-
| `spf_mesh_call` | Call a peer agent's tool via P2P mesh (Ed25519 authenticated) |
|
| 377 |
-
|
| 378 |
-
### Voice Tools
|
| 379 |
-
|
| 380 |
-
| Tool | Description |
|
| 381 |
-
|------|-------------|
|
| 382 |
-
| `spf_voice_mode` | Voice pipeline control: start/stop audio, TTS (espeak-ng), mic capture |
|
| 383 |
-
| `spf_voice_call` | Peer-to-peer voice calls: start, accept, reject, end, status |
|
| 384 |
-
| `spf_voice_team` | Group voice channels: create, join, leave, add peers |
|
| 385 |
-
|
| 386 |
-
### Chat Tools
|
| 387 |
-
|
| 388 |
-
| Tool | Description |
|
| 389 |
-
|------|-------------|
|
| 390 |
-
| `spf_chat_send` | Send text message to mesh peer via QUIC |
|
| 391 |
-
| `spf_chat_history` | Chat message history (all conversations or specific) |
|
| 392 |
-
| `spf_chat_rooms` | List active chat conversations with participant info |
|
| 393 |
-
|
| 394 |
-
### Network Pool Tools
|
| 395 |
-
|
| 396 |
-
| Tool | Description |
|
| 397 |
-
|------|-------------|
|
| 398 |
-
| `spf_pool_status` | Pool status: worker roles, idle/busy counts, active tasks |
|
| 399 |
-
| `spf_pool_assign` | Assign task to idle worker (NetAdmin only) |
|
| 400 |
-
| `spf_pool_release` | Release worker and record proof of work receipt |
|
| 401 |
-
|
| 402 |
-
### Configuration Tools
|
| 403 |
-
|
| 404 |
-
| Tool | Description |
|
| 405 |
-
|------|-------------|
|
| 406 |
-
| `spf_config_paths` | List all path rules (allowed/blocked) from SPF_CONFIG |
|
| 407 |
-
| `spf_config_stats` | SPF_CONFIG LMDB statistics |
|
| 408 |
-
|
| 409 |
-
### Project Management Tools
|
| 410 |
-
|
| 411 |
-
| Tool | Description |
|
| 412 |
-
|------|-------------|
|
| 413 |
-
| `spf_tmp_list` | List all registered projects with trust levels |
|
| 414 |
-
| `spf_tmp_stats` | TMP_DB statistics: project count, access logs, resources |
|
| 415 |
-
| `spf_tmp_get` | Get project info by path |
|
| 416 |
-
| `spf_tmp_active` | Get the currently active project |
|
| 417 |
-
|
| 418 |
-
### Communication Hub
|
| 419 |
-
|
| 420 |
-
| Tool | Description |
|
| 421 |
-
|------|-------------|
|
| 422 |
-
| `spf_channel` | Universal agent channel: create, join, leave, send, listen, history, list, connect (WS), disconnect, status |
|
| 423 |
-
|
| 424 |
-
### Notebook Tools
|
| 425 |
-
|
| 426 |
-
| Tool | Description |
|
| 427 |
-
|------|-------------|
|
| 428 |
-
| `spf_notebook_edit` | Edit a Jupyter notebook cell (replace, insert, delete) |
|
| 429 |
-
|
| 430 |
-
### User-Only Tools (AI agents blocked)
|
| 431 |
-
|
| 432 |
-
These tools are **hard-blocked** from AI agents at the gate level. User/system access only via SPF CLI:
|
| 433 |
-
|
| 434 |
-
`spf_fs_exists`, `spf_fs_stat`, `spf_fs_ls`, `spf_fs_read`, `spf_fs_write`, `spf_fs_mkdir`, `spf_fs_rm`, `spf_fs_rename`
|
| 435 |
-
|
| 436 |
-
---
|
| 437 |
-
|
| 438 |
-
## FLINT Transformer
|
| 439 |
-
|
| 440 |
-
Built-in encoder-decoder transformer for gate-aligned learning.
|
| 441 |
-
|
| 442 |
-
| Property | Value |
|
| 443 |
-
|----------|-------|
|
| 444 |
-
| Architecture | Encoder-decoder |
|
| 445 |
-
| Dimensions | 256d |
|
| 446 |
-
| Heads | 8 |
|
| 447 |
-
| Layers | 6 |
|
| 448 |
-
| Parameters | ~5M |
|
| 449 |
-
| Embeddings | all-MiniLM-L6-v2 (384d, in-process) |
|
| 450 |
-
| Online learning | ON |
|
| 451 |
-
| EWC lambda | 0.4 |
|
| 452 |
-
| Learning rate | 1e-4 |
|
| 453 |
-
| Replay buffer | 10,000 slots |
|
| 454 |
-
| Checkpoint interval | 1,000 steps |
|
| 455 |
-
| Training signal | Gate decisions (evil/FP labels) |
|
| 456 |
-
|
| 457 |
-
### Learning Pipeline
|
| 458 |
-
|
| 459 |
-
| Phase | When | What |
|
| 460 |
-
|-------|------|------|
|
| 461 |
-
| PRE | Startup | init_brain() + index_knowledge_docs() + index_spf_sources() |
|
| 462 |
-
| DURING | 30s loop | GateTrainingCollector → FLINT scores → route_signals → brain_store() |
|
| 463 |
-
| AFTER | 1hr loop | Expire → Working→Fact → Fact→Pinned → auto-train (16+ tlog or 1hr) |
|
| 464 |
-
|
| 465 |
-
### Memory Lifecycle (Tiered Promotion)
|
| 466 |
-
|
| 467 |
-
```
|
| 468 |
-
Agent stores → Working (24hr) → Fact (7-day) → Pinned (permanent)
|
| 469 |
-
↓ ↓ ↓
|
| 470 |
-
Expire old Top 20% promote Never auto-expire
|
| 471 |
-
```
|
| 472 |
-
|
| 473 |
-
---
|
| 474 |
-
|
| 475 |
-
## Brain System
|
| 476 |
-
|
| 477 |
-
In-process vector memory using stoneshell-brain (Candle + LMDB + MiniLM-L6-v2).
|
| 478 |
-
|
| 479 |
-
| Property | Value |
|
| 480 |
-
|----------|-------|
|
| 481 |
-
| Model | all-MiniLM-L6-v2 |
|
| 482 |
-
| Embedding dim | 384 |
|
| 483 |
-
| Chunk size | 512 |
|
| 484 |
-
| Chunk overlap | 64 |
|
| 485 |
-
| Storage | LMDB (vectors) + LIVE/BRAIN/DOCS/ (data files) |
|
| 486 |
-
|
| 487 |
-
### Collections
|
| 488 |
-
|
| 489 |
-
| Collection | Purpose |
|
| 490 |
-
|------------|---------|
|
| 491 |
-
| `default` | General knowledge, web research, project docs |
|
| 492 |
-
| `spf_source` | All src/*.rs modules indexed at boot |
|
| 493 |
-
| `flint_results` | Tool call results (>2000 chars, before compression) |
|
| 494 |
-
| `flint_training` | Gate decision signals, evil/FP labels |
|
| 495 |
-
| `flint_knowledge` | User-dropped knowledge files (.md/.txt/.rs/.json) |
|
| 496 |
-
| `flint_episodic` | Past FLINT Q+A pairs, behavioral patterns |
|
| 497 |
-
| `session_state` | Current session metadata |
|
| 498 |
-
|
| 499 |
-
### Memory Triad (Redundant Persistence)
|
| 500 |
-
|
| 501 |
-
Three systems — if any ONE fails, the other TWO recover:
|
| 502 |
-
|
| 503 |
-
1. **Brain** (vectors) — Semantic search, chunked knowledge
|
| 504 |
-
2. **STATUS** (sequential) — Current state, phase, next step
|
| 505 |
-
3. **Work Blocks** (structural) — Tasks, dependencies, confidence, progress
|
| 506 |
-
4. **Twin Folders** (evidence) — Data served for low-confidence work blocks
|
| 507 |
-
|
| 508 |
-
---
|
| 509 |
-
|
| 510 |
-
## Mesh Network
|
| 511 |
-
|
| 512 |
-
P2P agent communication over QUIC (iroh library) with Ed25519 identity. **In development and testing.**
|
| 513 |
-
|
| 514 |
-
| Feature | Status |
|
| 515 |
-
|---------|--------|
|
| 516 |
-
| P2P QUIC transport | In development |
|
| 517 |
-
| Ed25519 identity | In development |
|
| 518 |
-
| Peer discovery | In development |
|
| 519 |
-
| Tool call proxying | In development |
|
| 520 |
-
| Voice over mesh | In development |
|
| 521 |
-
| Chat over mesh | In development |
|
| 522 |
-
| Multi-agent coordination | In development |
|
| 523 |
-
|
| 524 |
-
---
|
| 525 |
-
|
| 526 |
-
## Voice Pipeline
|
| 527 |
-
|
| 528 |
-
**Not yet tested.** Components built, awaiting integration testing.
|
| 529 |
-
|
| 530 |
-
| Component | Technology |
|
| 531 |
-
|-----------|-----------|
|
| 532 |
-
| TTS | espeak-ng FFI (in-process) |
|
| 533 |
-
| Codec | Opus (libopus.a) |
|
| 534 |
-
| Audio | cpal + oboe-ext |
|
| 535 |
-
| STT | Pending (JNI via Stone Shell Terminal) |
|
| 536 |
-
|
| 537 |
-
---
|
| 538 |
-
|
| 539 |
-
## Result Compression (FL-2)
|
| 540 |
-
|
| 541 |
-
Three tiers based on result size:
|
| 542 |
-
|
| 543 |
-
| Tier | Size | Behavior |
|
| 544 |
-
|------|------|----------|
|
| 545 |
-
| FULL | < 500 chars | Pass through unchanged |
|
| 546 |
-
| SUMMARY | 500–5,000 | First 8 lines + last 3 lines + stats |
|
| 547 |
-
| DIGEST | > 5,000 | First 200 chars + last 100 chars + stats + recall hint |
|
| 548 |
-
|
| 549 |
-
Originals always preserved in brain (>2000 chars threshold) before compression. File reads never truncated (preserves non-Claude LLM compatibility).
|
| 550 |
-
|
| 551 |
-
---
|
| 552 |
-
|
| 553 |
-
## Build
|
| 554 |
-
|
| 555 |
-
```bash
|
| 556 |
-
cd SPFsmartGATE
|
| 557 |
-
cargo build --release
|
| 558 |
-
|
| 559 |
-
# Deploy binary
|
| 560 |
-
cp target/release/spf-smart-gate LIVE/BIN/spf-smart-gate/spf-smart-gate
|
| 561 |
-
```
|
| 562 |
-
|
| 563 |
-
### Dependencies
|
| 564 |
-
|
| 565 |
-
- Rust (stable)
|
| 566 |
-
- **[heed](https://github.com/meilisearch/heed)** — safe Rust LMDB bindings. All persistent storage (config, agent state, brain vectors, training data) runs through heed → LMDB. Zero-copy reads, no server process, sub-millisecond lookups. The core reason SPF runs fast on a phone.
|
| 567 |
-
- stoneshell-brain (Candle + MiniLM-L6-v2)
|
| 568 |
-
- espeak-ng (TTS)
|
| 569 |
-
- libopus (audio codec)
|
| 570 |
-
- iroh (QUIC mesh)
|
| 571 |
-
|
| 572 |
-
---
|
| 573 |
-
|
| 574 |
-
## Configuration
|
| 575 |
-
|
| 576 |
-
### MCP Server Config
|
| 577 |
-
|
| 578 |
-
`~/SPFsmartGATE/LIVE/LMDB5/.mcp.json` — points Claude CLI to the binary.
|
| 579 |
-
|
| 580 |
-
### Claude CLI Config
|
| 581 |
-
|
| 582 |
-
`~/SPFsmartGATE/LIVE/LMDB5/.claude.json` — blocks native Claude CLI tools (26 tools denied).
|
| 583 |
-
|
| 584 |
-
`~/SPFsmartGATE/LIVE/LMDB5/.claude/settings.json` — deny list for native tools.
|
| 585 |
-
|
| 586 |
-
`~/SPFsmartGATE/LIVE/LMDB5/.claude/settings.local.json` — model routing (OpenRouter).
|
| 587 |
-
|
| 588 |
-
### SPF Config
|
| 589 |
-
|
| 590 |
-
Enforcement mode (`soft` or `max`), blocked paths, allowed paths, formula weights — all in LMDB SPF_CONFIG database.
|
| 591 |
-
|
| 592 |
-
---
|
| 593 |
-
|
| 594 |
-
## File Structure
|
| 595 |
-
|
| 596 |
-
```
|
| 597 |
-
SPFsmartGATE/
|
| 598 |
-
├── Cargo.toml # Rust project manifest (42 modules)
|
| 599 |
-
├── LICENSE # Apache-2.0
|
| 600 |
-
├── README.md # This file
|
| 601 |
-
├── src/
|
| 602 |
-
│ ├── main.rs # CLI entry point
|
| 603 |
-
│ ├── lib.rs # Library exports (42 pub mod)
|
| 604 |
-
│ ├── gate.rs # Primary enforcement (6-step pipeline)
|
| 605 |
-
│ ├── calculate.rs # SPF complexity formula
|
| 606 |
-
│ ├── validate.rs # Rules validation (stages 0-6)
|
| 607 |
-
│ ├── inspect.rs # Content inspection (creds, injection)
|
| 608 |
-
│ ├── mcp.rs # MCP server (JSON-RPC 2.0, 81 tools)
|
| 609 |
-
│ ├── dispatch.rs # Unified dispatch (all transports)
|
| 610 |
-
│ ├── session.rs # Session state management
|
| 611 |
-
│ ├── storage.rs # LMDB persistence
|
| 612 |
-
│ ├── config.rs # Configuration types
|
| 613 |
-
│ ├── brain_local.rs # In-process brain singleton
|
| 614 |
-
│ ├── flint_memory.rs # Memory router + tiered promotion
|
| 615 |
-
│ ├── agent_state.rs # Agent memory (LMDB5)
|
| 616 |
-
│ ├── transformer.rs # FLINT model (encoder-decoder)
|
| 617 |
-
│ ├── transformer_tools.rs # FLINT tool handlers
|
| 618 |
-
│ ├── gate_training.rs # Training signal collection
|
| 619 |
-
│ ├── train.rs # AdamW optimizer
|
| 620 |
-
│ ├── tokenizer.rs # Tokenizer
|
| 621 |
-
│ ├── tensor.rs # Tensor operations
|
| 622 |
-
│ ├── attention.rs # Multi-head attention
|
| 623 |
-
│ ├── ffn.rs # Feed-forward network
|
| 624 |
-
│ ├── encoder.rs # Encoder stack
|
| 625 |
-
│ ├── decoder.rs # Decoder stack
|
| 626 |
-
│ ├── framing.rs # Message framing
|
| 627 |
-
│ ├── checkpoint.rs # Model checkpoint save/load
|
| 628 |
-
│ ├── learning.rs # Learning rate + EWC
|
| 629 |
-
│ ├── pipeline.rs # Batch pipeline + API sessions
|
| 630 |
-
│ ├── worker.rs # Worker pool
|
| 631 |
-
│ ├── network.rs # Network pool + NetAdmin
|
| 632 |
-
│ ├── mesh.rs # P2P QUIC mesh (iroh)
|
| 633 |
-
│ ├── identity.rs # Ed25519 identity
|
| 634 |
-
│ ├── chat.rs # Chat engine
|
| 635 |
-
│ ├── voice.rs # Voice pipeline (TTS/STT)
|
| 636 |
-
│ ├── web.rs # Web client
|
| 637 |
-
│ ├── http.rs # HTTP server + reverse proxy
|
| 638 |
-
│ ├── browser.rs # Browser automation
|
| 639 |
-
│ ├── channel.rs # Universal channel hub
|
| 640 |
-
│ ├── orchestrator.rs # Multi-agent orchestrator
|
| 641 |
-
│ ├── config_db.rs # SPF_CONFIG LMDB
|
| 642 |
-
│ ├── tmp_db.rs # TMP_DB LMDB
|
| 643 |
-
│ ├── fs.rs # Virtual filesystem (LMDB)
|
| 644 |
-
│ ├── paths.rs # Path utilities
|
| 645 |
-
│ └── utf8_safe.rs # UTF-8 safe truncation
|
| 646 |
-
├── LIVE/
|
| 647 |
-
│ ├── BIN/spf-smart-gate/ # Deployed binary
|
| 648 |
-
│ ├── BRAIN/DOCS/ # Brain data files
|
| 649 |
-
│ ├── MODELS/ # FLINT checkpoints
|
| 650 |
-
│ ├── SESSION/ # Session logs
|
| 651 |
-
│ ├── LMDB5/ # Flat-file agent runtime
|
| 652 |
-
│ └── LMDB5.DB/ # LMDB-backed agent runtime
|
| 653 |
-
└── PROJECTS/PROJECTS/
|
| 654 |
-
└── DEPLOY/ # Agent workspace
|
| 655 |
-
```
|
| 656 |
-
|
| 657 |
-
---
|
| 658 |
-
|
| 659 |
-
## Current Status
|
| 660 |
-
|
| 661 |
-
| Component | Status |
|
| 662 |
-
|-----------|--------|
|
| 663 |
-
| MCP Server | 81 gated tools |
|
| 664 |
-
| Gate Security | 6-step pipeline, compiled Rust enforcement |
|
| 665 |
-
| Build Anchor | Read-before-write enforced |
|
| 666 |
-
| Content Inspection | Credential + injection scanning |
|
| 667 |
-
| FLINT Transformer | ~5M params, online learning, gate-aligned |
|
| 668 |
-
| Brain | 7 collections, MiniLM-L6-v2, in-process |
|
| 669 |
-
| Memory Triad | Brain + STATUS + Work Blocks + Twin Folders |
|
| 670 |
-
| Tiered Promotion | Working → Fact → Pinned lifecycle |
|
| 671 |
-
| Mesh Network | P2P QUIC, Ed25519, iroh — **in development and testing** |
|
| 672 |
-
| Voice | TTS built (espeak-ng) — **not yet tested**, STT pending |
|
| 673 |
-
| Chat | P2P messaging over mesh — **in development** |
|
| 674 |
-
| RAG | Web search, RSS, file/folder indexing |
|
| 675 |
-
| Browser | Reverse proxy automation — screenshot in development |
|
| 676 |
-
| Network Pool | Worker pool with proof of work |
|
| 677 |
-
|
| 678 |
-
---
|
| 679 |
-
|
| 680 |
-
## Notes
|
| 681 |
-
|
| 682 |
-
- **1 developer** — not all features complete
|
| 683 |
-
- **Gateway security**: approaching 100%
|
| 684 |
-
- **All core tools**: 100% working
|
| 685 |
-
- **Cross-compiles** on Android and Linux with minimal installation
|
| 686 |
-
- **Agent cloning and specialization** supported
|
| 687 |
-
- **50+ day continuous session** tested on Android phone
|
| 688 |
-
- **Open source** — entire source code refreshes into transformer RAG system every reboot
|
| 689 |
-
- Install in home folder, ensure file paths are correct in `.mcp.json` and `settings.local.json`
|
| 690 |
-
- **Not all files have been uploaded yet** — repository is still being populated. Some modules may not be present until upload completes.
|
| 691 |
-
|
| 692 |
-
---
|
| 693 |
-
|
| 694 |
-
## License
|
| 695 |
-
|
| 696 |
-
Licensed under the **Apache License 2.0**. See [LICENSE](LICENSE) for full terms.
|
| 697 |
-
|
| 698 |
-
You are free to use, modify, and distribute this software, including for commercial purposes, provided you include the original copyright and license notice.
|
| 699 |
-
|
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**Author**: Joseph Stone
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**Email**: joepcstone@gmail.com
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*SPF (StoneCell Processing Formula), Build Anchor Protocol, and FLINT are proprietary designs of Joseph Stone.*
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