Parallel analysis lane
Repository root: /home/akitav2/projects/4626 Index file (incremental processing source of truth): /home/akitav2/projects/4626/.cursor/hooks/state/continual-learning-index.json Transcript corpus root: /home/akitav2/.cursor/projects/home-akitav2-projects-4626/agent-transcripts Target memory file: /home/akitav2/projects/4626/AGENTS.md
Requirements:
- Incremental transcript processing only:
- Only consider transcripts that are either: a) not present in the index, OR b) present but with current mtime newer than indexed mtime.
- Skip unchanged indexed transcripts.
- Refresh and maintain index correctness:
- Update mtimes for processed transcripts.
- Remove index entries for transcripts that no longer exist.
- Memory update scope:
- Update AGENTS.md only for high-signal recurring user corrections and durable workspace facts.
- Exclude one-off/transient details, temporary incidents, and secrets.
- If there are no meaningful high-signal updates, do not modify AGENTS.md and return exactly this sentence in your final response: No high-signal memory updates.
Execution expectations:
- Apply edits directly if meaningful updates exist.
- Keep additions concise and durable.
- Avoid duplicative or low-confidence memory entries.
In your final response, provide:
- Whether AGENTS.md was changed.
- What high-signal updates were added (if any).
- Confirmation that index mtimes were refreshed and deleted entries pruned.
- If none, return exactly: No high-signal memory updates.
Analysis
Processing the incremental memory update now: I’ll first compute exactly which transcripts are new/changed versus the index, then review only those for durable memory signals before deciding whether AGENTS.md needs edits.
Tools invoked: UpdateCurrentStep, Shell
Analysis
I hit a tooling hiccup (python unavailable in this shell); rerunning with python3 to get the exact changed/deleted transcript set.
Tools invoked: Shell
Analysis
Tools invoked: ReadFile
Analysis
I found an index/path format mismatch: transcripts are stored one level deeper (<uuid>/<uuid>.jsonl), so I’m recomputing against recursive paths to avoid false deletions.
Tools invoked: UpdateCurrentStep, Shell
Analysis
Tools invoked: ReadFile
Analysis
Tools invoked: ReadFile
Analysis
Tools invoked: Shell
Analysis
I now have the true incremental set (5 changed transcripts). Next I’m scanning only those files for durable, reusable preferences/facts before deciding whether any AGENTS.md bullets should change.
Tools invoked: UpdateCurrentStep, ReadFile, ReadFile, ReadFile, ReadFile, ReadFile
Analysis
Tools invoked: ReadFile
Analysis
Tools invoked: ReadFile
Analysis
Tools invoked: ReadFile
Analysis
Tools invoked: rg, rg, rg
Analysis
I finished reviewing the 5 incremental transcripts; they mainly repeat already-captured patterns, so I’m now refreshing the index mtimes for those files (no deletions detected) and then I’ll confirm whether AGENTS.md remains unchanged.
Tools invoked: UpdateCurrentStep, Shell
Analysis
Tools invoked: Shell
Analysis
Tools invoked: Shell
Analysis
Tools invoked: Shell
Analysis
Tools invoked: UpdateCurrentStep
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