auto-capture

To generate case study reflections, the Skill scans your current conversation context and recent git log entries to identify answers to constraints, tradeoffs, risks, security, and iteration questions, then formats them into draft events for your approval.

The auto-capture process prevents duplication by reading the existing .case-study/events.json file before appending any new reflection events, ensuring no duplicate entries are created during the drafting process.

Yes, you can reference git commit hashes and file names in your portfolio documentation because this process produces concise, git-linked drafts that cite specific commits and decision rationale for verifiable entries.

You need a .case-study/events.json file in your repository to draft postmortems from git logs, as the process reads this file to check for existing events and appends approved reflection drafts to it.

The best way to convert conversation transcripts into timestamped documentation is to use an approval-first capture process that identifies key decision moments in the chat and formats them with file references for user review.

A limitation of automating these reflections is that the process only drafts candidate events from recent git history and the current conversation, requiring manual developer approval before entries are finalized to ensure accuracy.