Parallel analysis lane
Workspace root: /home/akitav2/projects/4626 AGENTS.md to update: /home/akitav2/projects/4626/AGENTS.md Transcripts folder: /home/akitav2/.cursor/projects/home-akitav2-projects-4626/agent-transcripts Index file: /home/akitav2/projects/4626/.cursor/hooks/state/continual-learning-index.json
Requirements:
- Strict incremental transcript processing: process only top-level parent transcripts at
agent-transcripts/<uuid>/<uuid>.jsonl(exclude any nestedsubagents/*.jsonl). Only consider transcripts that are (a) not present in the index file, or (b) whose file mtime is newer than the mtime recorded in the index. - After processing, refresh the index: update mtimes for processed transcripts, add new entries, and remove index entries whose transcript files no longer exist on disk.
- Update AGENTS.md only with high-signal, durable items: recurring user corrections/preferences and durable workspace facts (architecture, invariants, operational runbook facts). Place them in the appropriate existing sections ("Learned User Preferences" or "Learned Workspace Facts") and follow the existing style (concise bullets, bold lead-ins where used). Merge/extend existing bullets rather than duplicating; prefer editing an existing bullet when the new fact refines it.
- Exclude one-off/transient details (single debugging sessions with no durable lesson, ephemeral env values, temporary outages) and never include secrets, tokens, private keys, or live infrastructure endpoints.
- Note: AGENTS.md currently has both staged and unstaged uncommitted changes in git — edit the working-tree file in place and do NOT run any git commands (no add/commit/stash) on it.
- IMPORTANT: a recent session (audit remediation, transcript 059adbec-9820-45a8-9c18-399e4a7f9870) covered remediation of audit findings C-1..C-3/H-1..H-6 — judge for yourself whether anything in it is durable signal.
Final response: provide a concise run report listing (a) transcripts processed (count + ids), (b) index changes (added/updated/removed counts), (c) AGENTS.md edits made (bullet-level summary), or state clearly that no meaningful updates were found.
Analysis
I'll start by checking the index file and comparing it against the available transcripts to identify what's changed.
Tools invoked: UpdateCurrentStep, Read, Shell
Analysis
I need to write a script that compares the disk state against the index to identify which files are new, updated, or removed.
Tools invoked: Shell
Analysis
I've got 7 transcripts to work through—4 fresh ones and 3 that need updating. They're stored as jsonl files with conversation data, so I'll write a script to extract the user messages and assistant responses, then generate readable summaries with truncated snippets to surface the key information.
Tools invoked: UpdateCurrentStep, Shell
Analysis
I need to look more closely at how the data is structured to understand what's different about the format.
Tools invoked: Shell
Analysis
Tools invoked: Shell
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