Build and query domain-specific wisdom frames — crystallised patterns from accumulated experience. Use to capture high-confidence principles or to consult accumulated wisdom before making decisions.
Manage wisdom frames — domain-specific collections of crystallised behavioral knowledge. Use $ARGUMENTS to record observations, query a domain, or synthesise cross-domain patterns.
Wisdom frames are fed by the /learning skill — individual learnings accumulate, and when patterns emerge (5+ learnings in a category), they crystallise into wisdom frame principles.
A wisdom frame is a living document for a specific domain (e.g., communication, development, deployment, architecture) that accumulates:
Each principle has a confidence level based on how many times it's been observed and verified. Principles above 85% confidence are considered crystallised — reliable enough to act on without re-verification.
When you notice a pattern worth capturing:
Common domains: communication, development, deployment, architecture, content-creation, testing, debugging, design
Store wisdom frames in the project's memory directory as wisdom-{domain}.md:
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