ax-extract-workflowlisted

# ax Extract Workflow ## Overview Reconstruct the workflow behind a shipped artifact from local ax data. Resolve an anchor, find the relevant sessions, inspect turns, tools, skills, commits, and delegations, then write a compact account of what happened. This skill assumes `ax` is installed, session data has been ingested, and the local ax database is reachable. ## When to Use Use this skill when the user asks for: - How a feature, PR, demo, or artifact was shipped - What made a past result work - The workflow around a date, commit, topic, or repository event - The sessions, tools, skills, or decisions that led to an artifact - A repeatable recipe based on prior local agent work ## Do not use Do not use this skill for: - Generic recent activity summaries - New implementation planning before past evidence is inspected - Project status reports not tied to a concrete artifact, date, or commit - Reconstructing work when local ax data is unavailable ## Instructions 1. Identify the anchor: - Commit SHA: use it directly. - Date: use a small window around that date. - Topic or artifact name: search commits first. - Current repo, recent work: inspect recent sessions for the repo. 2. Resolve candidate sessions: ```bash ax recall "<topic>" --sources=commit --json ax sessions near <sha> --json ax sessions around <date> --days=3 --json ax sessions here --days=14 --json ``` 3. Pick up to five sessions. Prefer sessions with high turn counts, matching commits, related