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Write and edit project docs (README/markdown) as a glossary of principles, not a mirror of the code.
Passed 24 of 24 test cases with the skill, and 16 of 24 without it.
and 6 more in the full report
8 fixed16 passed either way0 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
Before drafting a new section detailing API error response field names in `docs/api-guide.md`, what single diagnostic question should we ask to determine whether to include the content or point to code?
| Checked | Without skill | With skill |
|---|---|---|
| Asks whether the reader could get the information faster and more reliably by reading the code. | Missed | Passed |
The instructions your model reads when the skill loads.
A doc is a glossary: it names the moving parts, says why each exists, and carries the principles a reader can't derive by grepping. The code is the source of truth for what exists right now — the doc must never race it. Before writing any line, ask the one question that governs this skill: could the reader get this faster and more reliably by reading the code? If yes, point them at the code instead of copying it in.
Keep — a reader cannot grep their way to these:
Shed — the code or its git history already holds these, so a copy only rots:
Where you're tempted to list specifics, name the folder or the single file that owns them and send the reader there — prefer a folder over a file, a source-of-truth registry over a transcribed copy. Describe a helper module by the kind of helper it holds and the rule for what belongs in it, not its current roster. One concrete touchstone is fine to ground a principle; a full inventory is the smell. "The matchups live in the table that defines them; the ids key off the class registry" stays true after the next edit — reproducing either does not.
test cases passed, vs 16 / 24 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.