learn

To extract lessons from failures, the Skill inspects context such as diffs, logs, and dialogue history to identify root causes, then generates structured guidance entries. This process transforms missteps into durable, actionable guidance that prevents repeat mistakes across sessions.

An automated retrospective summarizes symptoms, root causes, and fixes from after-action reviews or failed attempts. It feeds this data into a centralized knowledge base to codify lessons and accelerate rule improvement without manual documentation overhead.

You consolidate duplicate guidance by cross-linking and reusing existing knowledge base entries rather than creating new ones. The Skill generates versioned, changelog-style lessons linked to related rules to ensure consistent best practices across sessions.

Yes, you can persist actionable lessons to a centralized rules repository. The Skill extracts root causes from recent changes and rule misconfigurations, storing them as durable guidance for future reference and execution.

Yes, this approach works for both code diffs and dialogue history. The Skill's core scope covers inspecting execution logs, code changes, and user corrections to extract actionable lessons from various failure contexts.