{
  "note": "Raw AGNT InsightEngine records supporting §6 (in-situ natural experiment). Retrieved from GET /api/insights/:id on 2026-07-25. user_id redacted.",
  "retrieved_at": "2026-07-25T23:35:12.440Z",
  "records": [
    {
      "id": "d9a5a00f-b3fe-4eaa-81ca-51856e790ab5",
      "user_id": "<redacted>",
      "source_type": "agent_chat",
      "source_id": "fcce4c33-bf42-4677-884b-73ac1005253a",
      "source_context": {
        "agent_id": "orchestrator",
        "conversation_id": "7c4f422b-d712-4674-b195-a0ca39324557"
      },
      "target_type": "agent",
      "target_id": null,
      "category": "tool_preference",
      "title": "Use specialized skill plus memory, local files, and web validation for technical retrospectives",
      "description": "For questions referencing prior agent projects, the effective workflow combined activating the domain skill, recalling historical executions/memories, inspecting local project files, and using web search/scrape to validate external ecosystem facts.",
      "evidence": "Tool calls included `activate_skill` for `retro-rom-to-wasm-recompiler`, multiple `recall` calls for NES/GBA/RCT WASM topics, `get_trace`, `file_operations` listing/reading `nes-recomp` and `gba-recomp`, and `web_search`/`web_scrape` for OpenRCT2.",
      "confidence": 0.88,
      "status": "pending",
      "applied_at": null,
      "applied_result": null,
      "occurrence_count": 1,
      "last_seen_at": "2026-06-27 04:01:59",
      "created_at": "2026-06-27 04:01:59",
      "autonomy_decision": "escalate",
      "autonomy_reason": "daily_budget_exhausted",
      "blast_radius": 0.3,
      "gate_delta": null,
      "gated_at": null,
      "escalated_at": "2026-06-27T04:43:02.434Z"
    },
    {
      "id": "7e949534-96bf-4668-acea-970372ed6c9a",
      "user_id": "<redacted>",
      "source_type": "goal",
      "source_id": "6d3fff8b-c039-4432-a43f-7cfb9400d331",
      "source_context": {
        "goal_id": "6d3fff8b-c039-4432-a43f-7cfb9400d331"
      },
      "target_type": "skill",
      "target_id": null,
      "category": "antipattern",
      "title": "unrelated-trace-context-contamination",
      "description": "The detailed execution log contains substantial unrelated activity about ROM-to-WASM recompilation, OpenRCT2, GBA, and NES projects, making it harder to validate the PTCG-specific execution path.",
      "evidence": {
        "avoidWhen": "Avoid mixing unrelated recalled memories, skills, or web research into a focused project execution trace.",
        "evidence": "The detailed execution log shows activate_skill for 'retro-rom-to-wasm-recompiler,' recall queries for 'GBA ROM WASM recompiler' and 'NES ROM WASM,' web_search for OpenRCT2, and file reads from gba-recomp and nes-recomp, none of which relate to the PTCG Neural RL Transition Plan."
      },
      "confidence": 0.6,
      "status": "pending",
      "applied_at": null,
      "applied_result": null,
      "occurrence_count": 1,
      "last_seen_at": "2026-06-27 04:29:30",
      "created_at": "2026-06-27 04:29:30",
      "autonomy_decision": "escalate",
      "autonomy_reason": "low_confidence:0.60<0.7",
      "blast_radius": 0.4,
      "gate_delta": null,
      "gated_at": null,
      "escalated_at": "2026-06-27T17:11:43.616Z"
    },
    {
      "id": "6ce90af2-6f37-4073-b2ff-384f246c1a0c",
      "user_id": "<redacted>",
      "source_type": "agent_chat",
      "source_id": "3103664d-66f1-44ff-9d40-17e620908e83",
      "source_context": {
        "agent_id": "orchestrator",
        "conversation_id": "1f7a8a35-3cbe-498d-a5c7-dedc44347e22"
      },
      "target_type": "agent",
      "target_id": null,
      "category": "memory",
      "title": "instrument-first-engineering skill exists for recompilation work",
      "description": "A skill called 'instrument-first-engineering' was created at C:\\Users\\Studio\\.agnt\\skills\\instrument-first-engineering\\SKILL.md capturing the LLM-as-toolsmith methodology (ground truth recording, oracle speed gates, differential verification, deviation discipline, scoreboards, architecture hygiene). It should be activated for future rct-recomp or similar binary-lifting work.",
      "evidence": "write_file to C:\\Users\\Studio\\.agnt\\skills\\instrument-first-engineering\\SKILL.md and final response: 'I've saved a memory pointing at it so it gets activated for the rct-recomp build automatically'",
      "confidence": 0.95,
      "status": "applied",
      "applied_at": "2026-07-20T02:20:27.026Z",
      "applied_result": {
        "applied": true,
        "type": "memory_stored",
        "note": "Stored as agent fact — surfaces via memory recall in future conversations",
        "orchestratorScope": true
      },
      "occurrence_count": 1,
      "last_seen_at": "2026-07-01 23:45:42",
      "created_at": "2026-07-01 23:45:42",
      "autonomy_decision": "direct",
      "autonomy_reason": "low_blast_high_confidence",
      "blast_radius": 0.1,
      "gate_delta": null,
      "gated_at": null,
      "escalated_at": "2026-07-02T00:22:02.667Z"
    }
  ]
}