Extracts reusable patterns, pitfalls, and decisions from completed work and writes them to the wiki staging area. Run after finishing a body of work to…
Scores
83 out of 100 · grade A
2026-08-13
Works
40% of the score
100/100
Loads cleanly: valid frontmatter, required fields present, no dangling references.
Maintained
25% of the score
100/100
no commits in the last 12 weeks
Adopted
20% of the score
40/100
902 stars on the source repo.
Documented
15% of the score
66/100
370 words with worked examples.
Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit today.
What it says it does
Extracts reusable patterns, pitfalls, and decisions from completed work and writes them to the wiki staging area. Run after finishing a body of work to capture what was learned. Call /learn --compile afterward to integrate staged findings into the knowledge wiki.
Every number above came out of reading the file and its repository. Nothing is a judgement call, nothing is a model’s opinion, and nothing can be paid for. The full method is published. Source last committed 2026-08-13.
Also in SethGammon/Citadel
Other artifacts published from the same repository.
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Published by Toolproof, the masthead over this index and eight others. The method behind the number is at toolproof.kynth.studio/methodology, and the whole thing is readable as JSON with no key at /api.