{"query_id": "q_000005", "query": "What interfaces does matrix-context expose?", "task_type": "architecture_recall", "expected_experts": ["project_memory", "decision_memory"], "scope": "project:matrix-context", "difficulty": "easy", "domain": "project_architecture", "topic": "t_0001", "variant": "direct"}
{"query_id": "q_000006", "query": "How are external AI clients supposed to connect to matrix-context's context layer?", "task_type": "architecture_recall", "expected_experts": ["project_memory", "decision_memory"], "scope": "project:matrix-context", "difficulty": "medium", "domain": "project_architecture", "topic": "t_0001", "variant": "paraphrased"}
{"query_id": "q_000007", "query": "How do you talk to matrix-context?", "task_type": "architecture_recall", "expected_experts": ["project_memory", "decision_memory"], "scope": "project:matrix-context", "difficulty": "hard", "domain": "project_architecture", "topic": "t_0001", "variant": "underspecified"}
{"query_id": "q_000008", "query": "Which integration surfaces are part of matrix-context's architecture?", "task_type": "architecture_recall", "expected_experts": ["project_memory", "decision_memory"], "scope": "project:matrix-context", "difficulty": "medium", "domain": "project_architecture", "topic": "t_0001", "variant": "cross_expert"}
{"query_id": "q_000009", "query": "Does matrix-context only provide a REST API only?", "task_type": "architecture_recall", "expected_experts": ["project_memory", "decision_memory"], "scope": "project:matrix-context", "difficulty": "hard", "domain": "project_architecture", "topic": "t_0001", "variant": "adversarial"}
{"query_id": "q_000010", "query": "When will matrix-context add Milvus?", "task_type": "roadmap_recall", "expected_experts": ["decision_memory", "project_memory"], "scope": "project:matrix-context", "difficulty": "medium", "domain": "project_architecture", "topic": "t_0002", "variant": "direct"}
{"query_id": "q_000011", "query": "Which release of matrix-context postpones vector-database support?", "task_type": "roadmap_recall", "expected_experts": ["decision_memory", "project_memory"], "scope": "project:matrix-context", "difficulty": "medium", "domain": "project_architecture", "topic": "t_0002", "variant": "paraphrased"}
{"query_id": "q_000012", "query": "What got pushed back in matrix-context?", "task_type": "roadmap_recall", "expected_experts": ["decision_memory", "project_memory"], "scope": "project:matrix-context", "difficulty": "hard", "domain": "project_architecture", "topic": "t_0002", "variant": "underspecified"}
{"query_id": "q_000013", "query": "Is there a roadmap decision about scaling storage in matrix-context?", "task_type": "roadmap_recall", "expected_experts": ["decision_memory", "project_memory"], "scope": "project:matrix-context", "difficulty": "medium", "domain": "project_architecture", "topic": "t_0002", "variant": "cross_expert"}
{"query_id": "q_000014", "query": "Is Milvus required in matrix-context v1?", "task_type": "roadmap_recall", "expected_experts": ["decision_memory", "project_memory"], "scope": "project:matrix-context", "difficulty": "hard", "domain": "project_architecture", "topic": "t_0002", "variant": "adversarial"}
{"query_id": "q_000025", "query": "When will agent-generator add Milvus?", "task_type": "roadmap_recall", "expected_experts": ["decision_memory", "project_memory"], "scope": "project:agent-generator", "difficulty": "medium", "domain": "project_architecture", "topic": "t_0005", "variant": "direct"}
{"query_id": "q_000026", "query": "Which release of agent-generator postpones vector-database support?", "task_type": "roadmap_recall", "expected_experts": ["decision_memory", "project_memory"], "scope": "project:agent-generator", "difficulty": "medium", "domain": "project_architecture", "topic": "t_0005", "variant": "paraphrased"}
{"query_id": "q_000027", "query": "What got pushed back in agent-generator?", "task_type": "roadmap_recall", "expected_experts": ["decision_memory", "project_memory"], "scope": "project:agent-generator", "difficulty": "hard", "domain": "project_architecture", "topic": "t_0005", "variant": "underspecified"}
{"query_id": "q_000028", "query": "Is there a roadmap decision about scaling storage in agent-generator?", "task_type": "roadmap_recall", "expected_experts": ["decision_memory", "project_memory"], "scope": "project:agent-generator", "difficulty": "medium", "domain": "project_architecture", "topic": "t_0005", "variant": "cross_expert"}
{"query_id": "q_000029", "query": "Is Milvus required in agent-generator v1?", "task_type": "roadmap_recall", "expected_experts": ["decision_memory", "project_memory"], "scope": "project:agent-generator", "difficulty": "hard", "domain": "project_architecture", "topic": "t_0005", "variant": "adversarial"}
{"query_id": "q_000095", "query": "What does the coach prefer for local vs cloud tools?", "task_type": "preference_recall", "expected_experts": ["user_memory"], "scope": "persona:coach", "difficulty": "easy", "domain": "user_persona", "topic": "t_0019", "variant": "direct"}
{"query_id": "q_000096", "query": "When the coach picks tooling, which way does it lean?", "task_type": "preference_recall", "expected_experts": ["user_memory"], "scope": "persona:coach", "difficulty": "medium", "domain": "user_persona", "topic": "t_0019", "variant": "paraphrased"}
{"query_id": "q_000097", "query": "What are the coach's tool preferences?", "task_type": "preference_recall", "expected_experts": ["user_memory"], "scope": "persona:coach", "difficulty": "hard", "domain": "user_persona", "topic": "t_0019", "variant": "underspecified"}
{"query_id": "q_000098", "query": "Any profile note on how the coach treats hosted services?", "task_type": "preference_recall", "expected_experts": ["user_memory"], "scope": "persona:coach", "difficulty": "medium", "domain": "user_persona", "topic": "t_0019", "variant": "cross_expert"}
{"query_id": "q_000099", "query": "Does the coach prefer cloud-first managed cloud services?", "task_type": "preference_recall", "expected_experts": ["user_memory"], "scope": "persona:coach", "difficulty": "hard", "domain": "user_persona", "topic": "t_0019", "variant": "adversarial"}
{"query_id": "q_000100", "query": "What tone should the coach use?", "task_type": "profile_recall", "expected_experts": ["user_memory"], "scope": "persona:coach", "difficulty": "easy", "domain": "user_persona", "topic": "t_0020", "variant": "direct"}
{"query_id": "q_000101", "query": "How should replies to the coach come across in style?", "task_type": "profile_recall", "expected_experts": ["user_memory"], "scope": "persona:coach", "difficulty": "medium", "domain": "user_persona", "topic": "t_0020", "variant": "paraphrased"}
{"query_id": "q_000102", "query": "How should the coach sound?", "task_type": "profile_recall", "expected_experts": ["user_memory"], "scope": "persona:coach", "difficulty": "hard", "domain": "user_persona", "topic": "t_0020", "variant": "underspecified"}
{"query_id": "q_000103", "query": "Is the coach's communication style recorded anywhere?", "task_type": "profile_recall", "expected_experts": ["user_memory"], "scope": "persona:coach", "difficulty": "medium", "domain": "user_persona", "topic": "t_0020", "variant": "cross_expert"}
{"query_id": "q_000104", "query": "Should the coach be terse and blunt?", "task_type": "profile_recall", "expected_experts": ["user_memory"], "scope": "persona:coach", "difficulty": "hard", "domain": "user_persona", "topic": "t_0020", "variant": "adversarial"}
{"query_id": "q_000145", "query": "Where is the embedder implemented in matrix-context?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:matrix-context", "difficulty": "medium", "domain": "code_context", "topic": "t_0029", "variant": "direct"}
{"query_id": "q_000146", "query": "Which source file is responsible for embedder behaviour in matrix-context?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:matrix-context", "difficulty": "medium", "domain": "code_context", "topic": "t_0029", "variant": "paraphrased"}
{"query_id": "q_000147", "query": "Where's the embedder in matrix-context?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:matrix-context", "difficulty": "hard", "domain": "code_context", "topic": "t_0029", "variant": "underspecified"}
{"query_id": "q_000148", "query": "Point me to the module that handles embedder for matrix-context.", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:matrix-context", "difficulty": "medium", "domain": "code_context", "topic": "t_0029", "variant": "cross_expert"}
{"query_id": "q_000149", "query": "Is the embedder for matrix-context defined in a notebook?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:matrix-context", "difficulty": "hard", "domain": "code_context", "topic": "t_0029", "variant": "adversarial"}
{"query_id": "q_000160", "query": "Where is the assembler implemented in agent-generator?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:agent-generator", "difficulty": "medium", "domain": "code_context", "topic": "t_0032", "variant": "direct"}
{"query_id": "q_000161", "query": "Which source file is responsible for assembler behaviour in agent-generator?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:agent-generator", "difficulty": "medium", "domain": "code_context", "topic": "t_0032", "variant": "paraphrased"}
{"query_id": "q_000162", "query": "Where's the assembler in agent-generator?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:agent-generator", "difficulty": "hard", "domain": "code_context", "topic": "t_0032", "variant": "underspecified"}
{"query_id": "q_000163", "query": "Point me to the module that handles assembler for agent-generator.", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:agent-generator", "difficulty": "medium", "domain": "code_context", "topic": "t_0032", "variant": "cross_expert"}
{"query_id": "q_000164", "query": "Is the assembler for agent-generator defined in a notebook?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:agent-generator", "difficulty": "hard", "domain": "code_context", "topic": "t_0032", "variant": "adversarial"}
{"query_id": "q_000225", "query": "Where is the store implemented in gitpilot?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:gitpilot", "difficulty": "medium", "domain": "code_context", "topic": "t_0045", "variant": "direct"}
{"query_id": "q_000226", "query": "Which source file is responsible for store behaviour in gitpilot?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:gitpilot", "difficulty": "medium", "domain": "code_context", "topic": "t_0045", "variant": "paraphrased"}
{"query_id": "q_000227", "query": "Where's the store in gitpilot?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:gitpilot", "difficulty": "hard", "domain": "code_context", "topic": "t_0045", "variant": "underspecified"}
{"query_id": "q_000228", "query": "Point me to the module that handles store for gitpilot.", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:gitpilot", "difficulty": "medium", "domain": "code_context", "topic": "t_0045", "variant": "cross_expert"}
{"query_id": "q_000229", "query": "Is the store for gitpilot defined in a notebook?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:gitpilot", "difficulty": "hard", "domain": "code_context", "topic": "t_0045", "variant": "adversarial"}
{"query_id": "q_000235", "query": "Where is the embedder implemented in gitpilot?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:gitpilot", "difficulty": "medium", "domain": "code_context", "topic": "t_0047", "variant": "direct"}
{"query_id": "q_000236", "query": "Which source file is responsible for embedder behaviour in gitpilot?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:gitpilot", "difficulty": "medium", "domain": "code_context", "topic": "t_0047", "variant": "paraphrased"}
{"query_id": "q_000237", "query": "Where's the embedder in gitpilot?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:gitpilot", "difficulty": "hard", "domain": "code_context", "topic": "t_0047", "variant": "underspecified"}
{"query_id": "q_000238", "query": "Point me to the module that handles embedder for gitpilot.", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:gitpilot", "difficulty": "medium", "domain": "code_context", "topic": "t_0047", "variant": "cross_expert"}
{"query_id": "q_000239", "query": "Is the embedder for gitpilot defined in a notebook?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:gitpilot", "difficulty": "hard", "domain": "code_context", "topic": "t_0047", "variant": "adversarial"}
{"query_id": "q_000245", "query": "Where is the router implemented in ruslanmv-web?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:ruslanmv-web", "difficulty": "medium", "domain": "code_context", "topic": "t_0049", "variant": "direct"}
{"query_id": "q_000246", "query": "Which source file is responsible for router behaviour in ruslanmv-web?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:ruslanmv-web", "difficulty": "medium", "domain": "code_context", "topic": "t_0049", "variant": "paraphrased"}
{"query_id": "q_000247", "query": "Where's the router in ruslanmv-web?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:ruslanmv-web", "difficulty": "hard", "domain": "code_context", "topic": "t_0049", "variant": "underspecified"}
{"query_id": "q_000248", "query": "Point me to the module that handles router for ruslanmv-web.", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:ruslanmv-web", "difficulty": "medium", "domain": "code_context", "topic": "t_0049", "variant": "cross_expert"}
{"query_id": "q_000249", "query": "Is the router for ruslanmv-web defined in a notebook?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:ruslanmv-web", "difficulty": "hard", "domain": "code_context", "topic": "t_0049", "variant": "adversarial"}
{"query_id": "q_000255", "query": "Where is the store implemented in ruslanmv-web?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:ruslanmv-web", "difficulty": "medium", "domain": "code_context", "topic": "t_0051", "variant": "direct"}
{"query_id": "q_000256", "query": "Which source file is responsible for store behaviour in ruslanmv-web?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:ruslanmv-web", "difficulty": "medium", "domain": "code_context", "topic": "t_0051", "variant": "paraphrased"}
{"query_id": "q_000257", "query": "Where's the store in ruslanmv-web?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:ruslanmv-web", "difficulty": "hard", "domain": "code_context", "topic": "t_0051", "variant": "underspecified"}
{"query_id": "q_000258", "query": "Point me to the module that handles store for ruslanmv-web.", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:ruslanmv-web", "difficulty": "medium", "domain": "code_context", "topic": "t_0051", "variant": "cross_expert"}
{"query_id": "q_000259", "query": "Is the store for ruslanmv-web defined in a notebook?", "task_type": "code_locate", "expected_experts": ["code_context"], "scope": "project:ruslanmv-web", "difficulty": "hard", "domain": "code_context", "topic": "t_0051", "variant": "adversarial"}
{"query_id": "q_000295", "query": "Can the agent store API keys in agent-generator?", "task_type": "policy_check", "expected_experts": ["policy_rules"], "scope": "project:agent-generator", "difficulty": "medium", "domain": "policy_rules", "topic": "t_0059", "variant": "direct"}
{"query_id": "q_000296", "query": "How must agent-generator handle API keys when persisting memory?", "task_type": "policy_check", "expected_experts": ["policy_rules"], "scope": "project:agent-generator", "difficulty": "medium", "domain": "policy_rules", "topic": "t_0059", "variant": "paraphrased"}
{"query_id": "q_000297", "query": "What about API keys in agent-generator?", "task_type": "policy_check", "expected_experts": ["policy_rules"], "scope": "project:agent-generator", "difficulty": "hard", "domain": "policy_rules", "topic": "t_0059", "variant": "underspecified"}
{"query_id": "q_000298", "query": "Is there a rule covering API keys for agent-generator?", "task_type": "policy_check", "expected_experts": ["policy_rules"], "scope": "project:agent-generator", "difficulty": "medium", "domain": "policy_rules", "topic": "t_0059", "variant": "cross_expert"}
{"query_id": "q_000299", "query": "Is agent-generator allowed to store API keys freely in durable memory?", "task_type": "policy_check", "expected_experts": ["policy_rules"], "scope": "project:agent-generator", "difficulty": "hard", "domain": "policy_rules", "topic": "t_0059", "variant": "adversarial"}
{"query_id": "q_000315", "query": "Can the agent store API keys in homepilot?", "task_type": "policy_check", "expected_experts": ["policy_rules"], "scope": "project:homepilot", "difficulty": "medium", "domain": "policy_rules", "topic": "t_0063", "variant": "direct"}
{"query_id": "q_000316", "query": "How must homepilot handle API keys when persisting memory?", "task_type": "policy_check", "expected_experts": ["policy_rules"], "scope": "project:homepilot", "difficulty": "medium", "domain": "policy_rules", "topic": "t_0063", "variant": "paraphrased"}
{"query_id": "q_000317", "query": "What about API keys in homepilot?", "task_type": "policy_check", "expected_experts": ["policy_rules"], "scope": "project:homepilot", "difficulty": "hard", "domain": "policy_rules", "topic": "t_0063", "variant": "underspecified"}
{"query_id": "q_000318", "query": "Is there a rule covering API keys for homepilot?", "task_type": "policy_check", "expected_experts": ["policy_rules"], "scope": "project:homepilot", "difficulty": "medium", "domain": "policy_rules", "topic": "t_0063", "variant": "cross_expert"}
{"query_id": "q_000319", "query": "Is homepilot allowed to store API keys freely in durable memory?", "task_type": "policy_check", "expected_experts": ["policy_rules"], "scope": "project:homepilot", "difficulty": "hard", "domain": "policy_rules", "topic": "t_0063", "variant": "adversarial"}
{"query_id": "q_000350", "query": "Can the agent store audit logs in gitpilot?", "task_type": "policy_check", "expected_experts": ["policy_rules"], "scope": "project:gitpilot", "difficulty": "medium", "domain": "policy_rules", "topic": "t_0070", "variant": "direct"}
{"query_id": "q_000351", "query": "How must gitpilot handle audit logs when persisting memory?", "task_type": "policy_check", "expected_experts": ["policy_rules"], "scope": "project:gitpilot", "difficulty": "medium", "domain": "policy_rules", "topic": "t_0070", "variant": "paraphrased"}
{"query_id": "q_000352", "query": "What about audit logs in gitpilot?", "task_type": "policy_check", "expected_experts": ["policy_rules"], "scope": "project:gitpilot", "difficulty": "hard", "domain": "policy_rules", "topic": "t_0070", "variant": "underspecified"}
{"query_id": "q_000353", "query": "Is there a rule covering audit logs for gitpilot?", "task_type": "policy_check", "expected_experts": ["policy_rules"], "scope": "project:gitpilot", "difficulty": "medium", "domain": "policy_rules", "topic": "t_0070", "variant": "cross_expert"}
{"query_id": "q_000354", "query": "Is gitpilot allowed to store audit logs freely in durable memory?", "task_type": "policy_check", "expected_experts": ["policy_rules"], "scope": "project:gitpilot", "difficulty": "hard", "domain": "policy_rules", "topic": "t_0070", "variant": "adversarial"}
{"query_id": "q_000365", "query": "Can the agent store secrets in ruslanmv-web?", "task_type": "policy_check", "expected_experts": ["policy_rules"], "scope": "project:ruslanmv-web", "difficulty": "medium", "domain": "policy_rules", "topic": "t_0073", "variant": "direct"}
{"query_id": "q_000366", "query": "How must ruslanmv-web handle secrets when persisting memory?", "task_type": "policy_check", "expected_experts": ["policy_rules"], "scope": "project:ruslanmv-web", "difficulty": "medium", "domain": "policy_rules", "topic": "t_0073", "variant": "paraphrased"}
{"query_id": "q_000367", "query": "What about secrets in ruslanmv-web?", "task_type": "policy_check", "expected_experts": ["policy_rules"], "scope": "project:ruslanmv-web", "difficulty": "hard", "domain": "policy_rules", "topic": "t_0073", "variant": "underspecified"}
{"query_id": "q_000368", "query": "Is there a rule covering secrets for ruslanmv-web?", "task_type": "policy_check", "expected_experts": ["policy_rules"], "scope": "project:ruslanmv-web", "difficulty": "medium", "domain": "policy_rules", "topic": "t_0073", "variant": "cross_expert"}
{"query_id": "q_000369", "query": "Is ruslanmv-web allowed to store secrets freely in durable memory?", "task_type": "policy_check", "expected_experts": ["policy_rules"], "scope": "project:ruslanmv-web", "difficulty": "hard", "domain": "policy_rules", "topic": "t_0073", "variant": "adversarial"}
{"query_id": "q_000395", "query": "What was the last eval.harness result on agent-generator?", "task_type": "tool_recall", "expected_experts": ["tool_history"], "scope": "project:agent-generator", "difficulty": "easy", "domain": "tool_session", "topic": "t_0079", "variant": "direct"}
{"query_id": "q_000396", "query": "How did the most recent eval.harness check go for agent-generator?", "task_type": "tool_recall", "expected_experts": ["tool_history"], "scope": "project:agent-generator", "difficulty": "medium", "domain": "tool_session", "topic": "t_0079", "variant": "paraphrased"}
{"query_id": "q_000397", "query": "How's eval.harness on agent-generator?", "task_type": "tool_recall", "expected_experts": ["tool_history"], "scope": "project:agent-generator", "difficulty": "hard", "domain": "tool_session", "topic": "t_0079", "variant": "underspecified"}
{"query_id": "q_000398", "query": "Any tool-run record for eval.harness on agent-generator?", "task_type": "tool_recall", "expected_experts": ["tool_history"], "scope": "project:agent-generator", "difficulty": "medium", "domain": "tool_session", "topic": "t_0079", "variant": "cross_expert"}
{"query_id": "q_000399", "query": "Did the last eval.harness run on agent-generator end up failing?", "task_type": "tool_recall", "expected_experts": ["tool_history"], "scope": "project:agent-generator", "difficulty": "hard", "domain": "tool_session", "topic": "t_0079", "variant": "adversarial"}
{"query_id": "q_000430", "query": "What did we agree last session about homepilot?", "task_type": "episodic_recall", "expected_experts": ["session_memory"], "scope": "project:homepilot", "difficulty": "medium", "domain": "tool_session", "topic": "t_0086", "variant": "direct"}
{"query_id": "q_000431", "query": "In our recent discussion on homepilot, what was the agreed first deliverable?", "task_type": "episodic_recall", "expected_experts": ["session_memory"], "scope": "project:homepilot", "difficulty": "medium", "domain": "tool_session", "topic": "t_0086", "variant": "paraphrased"}
{"query_id": "q_000432", "query": "What did we say about homepilot?", "task_type": "episodic_recall", "expected_experts": ["session_memory"], "scope": "project:homepilot", "difficulty": "hard", "domain": "tool_session", "topic": "t_0086", "variant": "underspecified"}
{"query_id": "q_000433", "query": "Is there a session note on homepilot priorities?", "task_type": "episodic_recall", "expected_experts": ["session_memory"], "scope": "project:homepilot", "difficulty": "medium", "domain": "tool_session", "topic": "t_0086", "variant": "cross_expert"}
{"query_id": "q_000434", "query": "Did we agree to build the UI first for homepilot?", "task_type": "episodic_recall", "expected_experts": ["session_memory"], "scope": "project:homepilot", "difficulty": "hard", "domain": "tool_session", "topic": "t_0086", "variant": "adversarial"}
{"query_id": "q_000440", "query": "What was the last experiments.runner result on gitpilot?", "task_type": "tool_recall", "expected_experts": ["tool_history"], "scope": "project:gitpilot", "difficulty": "easy", "domain": "tool_session", "topic": "t_0088", "variant": "direct"}
{"query_id": "q_000441", "query": "How did the most recent experiments.runner check go for gitpilot?", "task_type": "tool_recall", "expected_experts": ["tool_history"], "scope": "project:gitpilot", "difficulty": "medium", "domain": "tool_session", "topic": "t_0088", "variant": "paraphrased"}
{"query_id": "q_000442", "query": "How's experiments.runner on gitpilot?", "task_type": "tool_recall", "expected_experts": ["tool_history"], "scope": "project:gitpilot", "difficulty": "hard", "domain": "tool_session", "topic": "t_0088", "variant": "underspecified"}
{"query_id": "q_000443", "query": "Any tool-run record for experiments.runner on gitpilot?", "task_type": "tool_recall", "expected_experts": ["tool_history"], "scope": "project:gitpilot", "difficulty": "medium", "domain": "tool_session", "topic": "t_0088", "variant": "cross_expert"}
{"query_id": "q_000444", "query": "Did the last experiments.runner run on gitpilot end up failing?", "task_type": "tool_recall", "expected_experts": ["tool_history"], "scope": "project:gitpilot", "difficulty": "hard", "domain": "tool_session", "topic": "t_0088", "variant": "adversarial"}
{"query_id": "q_000470", "query": "What did we agree last session about ruslanmv-web?", "task_type": "episodic_recall", "expected_experts": ["session_memory"], "scope": "project:ruslanmv-web", "difficulty": "medium", "domain": "tool_session", "topic": "t_0094", "variant": "direct"}
{"query_id": "q_000471", "query": "In our recent discussion on ruslanmv-web, what was the agreed first deliverable?", "task_type": "episodic_recall", "expected_experts": ["session_memory"], "scope": "project:ruslanmv-web", "difficulty": "medium", "domain": "tool_session", "topic": "t_0094", "variant": "paraphrased"}
{"query_id": "q_000472", "query": "What did we say about ruslanmv-web?", "task_type": "episodic_recall", "expected_experts": ["session_memory"], "scope": "project:ruslanmv-web", "difficulty": "hard", "domain": "tool_session", "topic": "t_0094", "variant": "underspecified"}
{"query_id": "q_000473", "query": "Is there a session note on ruslanmv-web priorities?", "task_type": "episodic_recall", "expected_experts": ["session_memory"], "scope": "project:ruslanmv-web", "difficulty": "medium", "domain": "tool_session", "topic": "t_0094", "variant": "cross_expert"}
{"query_id": "q_000474", "query": "Did we agree to build the UI first for ruslanmv-web?", "task_type": "episodic_recall", "expected_experts": ["session_memory"], "scope": "project:ruslanmv-web", "difficulty": "hard", "domain": "tool_session", "topic": "t_0094", "variant": "adversarial"}
{"query_id": "q_000540", "query": "What does the homepilot whitepaper say in the results section?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:homepilot", "difficulty": "medium", "domain": "document_rag", "topic": "t_0108", "variant": "direct"}
{"query_id": "q_000541", "query": "According to homepilot's paper, what is the effect of routed typed context on noise?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:homepilot", "difficulty": "medium", "domain": "document_rag", "topic": "t_0108", "variant": "paraphrased"}
{"query_id": "q_000542", "query": "What's in the homepilot results part?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:homepilot", "difficulty": "hard", "domain": "document_rag", "topic": "t_0108", "variant": "underspecified"}
{"query_id": "q_000543", "query": "Does homepilot's documentation report a distractor result?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:homepilot", "difficulty": "medium", "domain": "document_rag", "topic": "t_0108", "variant": "cross_expert"}
{"query_id": "q_000544", "query": "Does the homepilot whitepaper claim routing increases recall?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:homepilot", "difficulty": "hard", "domain": "document_rag", "topic": "t_0108", "variant": "adversarial"}
{"query_id": "q_000560", "query": "What does the gitpilot whitepaper say in the limitations section?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:gitpilot", "difficulty": "medium", "domain": "document_rag", "topic": "t_0112", "variant": "direct"}
{"query_id": "q_000561", "query": "According to gitpilot's paper, what is the effect of routed typed context on noise?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:gitpilot", "difficulty": "medium", "domain": "document_rag", "topic": "t_0112", "variant": "paraphrased"}
{"query_id": "q_000562", "query": "What's in the gitpilot limitations part?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:gitpilot", "difficulty": "hard", "domain": "document_rag", "topic": "t_0112", "variant": "underspecified"}
{"query_id": "q_000563", "query": "Does gitpilot's documentation report a distractor result?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:gitpilot", "difficulty": "medium", "domain": "document_rag", "topic": "t_0112", "variant": "cross_expert"}
{"query_id": "q_000564", "query": "Does the gitpilot whitepaper claim routing increases recall?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:gitpilot", "difficulty": "hard", "domain": "document_rag", "topic": "t_0112", "variant": "adversarial"}
{"query_id": "q_000565", "query": "What does the gitpilot whitepaper say in the results section?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:gitpilot", "difficulty": "medium", "domain": "document_rag", "topic": "t_0113", "variant": "direct"}
{"query_id": "q_000566", "query": "According to gitpilot's paper, what is the effect of routed typed context on noise?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:gitpilot", "difficulty": "medium", "domain": "document_rag", "topic": "t_0113", "variant": "paraphrased"}
{"query_id": "q_000567", "query": "What's in the gitpilot results part?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:gitpilot", "difficulty": "hard", "domain": "document_rag", "topic": "t_0113", "variant": "underspecified"}
{"query_id": "q_000568", "query": "Does gitpilot's documentation report a distractor result?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:gitpilot", "difficulty": "medium", "domain": "document_rag", "topic": "t_0113", "variant": "cross_expert"}
{"query_id": "q_000569", "query": "Does the gitpilot whitepaper claim routing increases recall?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:gitpilot", "difficulty": "hard", "domain": "document_rag", "topic": "t_0113", "variant": "adversarial"}
{"query_id": "q_000570", "query": "What does the gitpilot whitepaper say in the positioning section?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:gitpilot", "difficulty": "medium", "domain": "document_rag", "topic": "t_0114", "variant": "direct"}
{"query_id": "q_000571", "query": "According to gitpilot's paper, what is the effect of routed typed context on noise?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:gitpilot", "difficulty": "medium", "domain": "document_rag", "topic": "t_0114", "variant": "paraphrased"}
{"query_id": "q_000572", "query": "What's in the gitpilot positioning part?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:gitpilot", "difficulty": "hard", "domain": "document_rag", "topic": "t_0114", "variant": "underspecified"}
{"query_id": "q_000573", "query": "Does gitpilot's documentation report a distractor result?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:gitpilot", "difficulty": "medium", "domain": "document_rag", "topic": "t_0114", "variant": "cross_expert"}
{"query_id": "q_000574", "query": "Does the gitpilot whitepaper claim routing increases recall?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:gitpilot", "difficulty": "hard", "domain": "document_rag", "topic": "t_0114", "variant": "adversarial"}
{"query_id": "q_000585", "query": "What does the ruslanmv-web whitepaper say in the limitations section?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:ruslanmv-web", "difficulty": "medium", "domain": "document_rag", "topic": "t_0117", "variant": "direct"}
{"query_id": "q_000586", "query": "According to ruslanmv-web's paper, what is the effect of routed typed context on noise?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:ruslanmv-web", "difficulty": "medium", "domain": "document_rag", "topic": "t_0117", "variant": "paraphrased"}
{"query_id": "q_000587", "query": "What's in the ruslanmv-web limitations part?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:ruslanmv-web", "difficulty": "hard", "domain": "document_rag", "topic": "t_0117", "variant": "underspecified"}
{"query_id": "q_000588", "query": "Does ruslanmv-web's documentation report a distractor result?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:ruslanmv-web", "difficulty": "medium", "domain": "document_rag", "topic": "t_0117", "variant": "cross_expert"}
{"query_id": "q_000589", "query": "Does the ruslanmv-web whitepaper claim routing increases recall?", "task_type": "document_qa", "expected_experts": ["document_rag"], "scope": "project:ruslanmv-web", "difficulty": "hard", "domain": "document_rag", "topic": "t_0117", "variant": "adversarial"}