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To capture learnings from a development session, analyze git logs and conversation context to extract actionable insights. This process identifies errata and stores reusable patterns, generating a concise summary to ensure continuity for your next work session.

Documentation drift is the staleness that occurs when system file changes outpace updated docs. Detect documentation drift by analyzing system file modifications against existing documentation during your session end debrief to flag potential discrepancies.

Create a session handoff summary by concluding your work session and analyzing git logs alongside conversation context. This generates a concise summary that captures reusable patterns and identifies errata, ensuring seamless continuity for the next code review.

Yes, you can use git logs to identify errata and spec mismatches. By analyzing git logs and conversation context at session end, the system automatically identifies and logs discrepancies between expected and actual behavior for errata management.

You may need external tools like ruflo to store reusable patterns from your session debrief. While core learning capture analyzes git logs and conversation context, integrating with external pattern storage tools enables persistent saving of these insights.