After-Action Review — Core Skill

A structured reflection process that runs after every completed goal. Extracts concrete lessons, evaluates output quality, identifies what worked and what didn't, and feeds everything into the self-improvement loop.

When It Runs

• Automatically after any goal completes (all steps done)
• On request when the user says "review goal" or "what went well"
• Periodically as part of a weekly self-assessment (if autonomous mode is enabled)

The Review Process

Step 1: Gather Context