Fix: Restore unified Topics folder and reorganize specialized category folders
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---
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id: P-REINFORCE-WIKI-18722064
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category: Dev
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confidence_score: 0.95
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tags: ['architecture-principles']
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last_reinforced: 2026-05-02
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---
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# Development Log: Second Brain Trace Mode
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## Purpose
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Make Second Brain usage visible and testable in AI answers.
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## Implementation Summary
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- Added `src/features/secondBrainTrace.ts`.
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- Added trace scoring over active Second Brain Markdown files.
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- Added user-facing trace Markdown with usage status, referenced documents, unused documents, and grounding metrics.
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- Added debug JSON output when debug mode is enabled.
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- Added Trace and Dbg sidebar buttons.
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- Connected trace context into `AgentExecutor`.
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- Added tests for retrieval, rendering, debug JSON, and no-use cases.
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## Changed Files
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- `src/features/secondBrainTrace.ts`
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- `src/agent.ts`
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- `src/sidebarProvider.ts`
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- `tests/secondBrainTrace.test.ts`
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- `docs/records/ConnectAI/planning/2026-05-02_second-brain-trace-mode.md`
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- `docs/records/ConnectAI/development/2026-05-02_second-brain-trace-mode_implementation.md`
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## Verification
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- `./node_modules/.bin/tsc --noEmit`
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- `npm run compile`
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- `./node_modules/.bin/jest --runInBand`
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## Result
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When Trace mode is on, answers can now include:
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- 2nd Brain usage status
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- Reason for use or non-use
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- Referenced note paths and excerpts
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- Searched but unused notes
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- Retrieval and grounding metrics
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- Optional debug JSON
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