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Record a hard-won engineering lesson after a bug or mistake is resolved.
Passed 22 of 22 test cases with the skill, and 7 of 22 without it.
and 19 more in the full report
15 fixed7 passed either way0 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 15 test cases the skill fixed. Same model, same prompt, with and without the skill.
I forgot to import `React` in a component file and spent 30 seconds realizing why `JSX` failed to render. Please document this in our mistake repository so others know.
| Checked | Without skill | With skill |
|---|---|---|
| Rejects creating a mistake entry because the cause was obvious. | Missed | Passed |
The instructions your model reads when the skill loads.
Capture the lesson so future-ATLAS does not pay the same debugging cost twice.
Write one — without being asked — when either is true:
Skip routine fixes. The bar is surprise: would this genuinely save someone — likely future-ATLAS — from a hard time? If the cause was obvious in hindsight to anyone, it is not worth an entry. Apply the same high-entropy filter as NOTES.md: record what is surprising, not what is expected.
One file per lesson: docs/learning-from-mistakes/<kebab-case-slug>.md. The slug names the problem, so the folder is self-indexing — e.g. stale-closure-in-useeffect.md, timezone-off-by-one-on-date-parse.md.
Keep it brief — important information only. Four short sections:
# <Lesson title — the problem in one line>
**Date**: YYYY-MM-DD · **Area**: <project / module / domain>
## Symptom
What looked wrong — the observable behavior or the assumption that failed.
## Root cause
The non-obvious truth. Why it actually happened.
## Resolution
The fix, or the insight that cracked it. Credit Boss's guidance if that is what unblocked it.
## Lesson
The transferable rule — how to recognize or avoid this next time.
A few tight sentences per section beats a padded template. If a section adds nothing, drop it.
test cases passed, vs 7 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.