Knowledge Consolidation

Persist valuable knowledge from AI conversations into structured, reusable documents. Captures debugging breakthroughs, architecture decisions, patterns, and lessons learned — so neither you nor the AI have to rediscover them.

Core Principle: Knowledge that stays in a chat thread is lost knowledge. This skill extracts it, classifies it, and writes it to a discoverable location in the project.

When to Use

Invoke when:

• User says "save this knowledge", "document this", "记录下来", "总结一下"
• User says "we figured it out", "that was hard to solve", "let's not forget this"
• A debugging session reaches resolution — root cause is known and fix is applied
• An architecture decision is made with clear trade-offs discussed
• A reusable pattern or workaround is discovered during development
• A non-obvious configuration was required to make something work
• User asks to summarize, consolidate, or preserve learnings from the conversation

Do NOT invoke when: