learning-from-mistakes
SkillAI & modelsRecord a hard-won engineering lesson after a bug or mistake is resolved. Use when a bug resisted ATLAS until Boss's guidance cracked it, or when a long debugging hunt ended in an aha moment worth never relearning.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the learning-from-mistakes skill
What this skill tells your AI
The instructions your AI receives, as published by syahiidkamil/software-engineer-ai-agent-atlas in .claude/skills/learning-from-mistakes/SKILL.md and read by ahel’s review.
Capture the lesson so future-ATLAS does not pay the same debugging cost twice.
When to write an entry
Write one — without being asked — when either is true:
- Boss had to step in. A bug or mistake ATLAS could not solve alone; Boss's guidance is what cracked it.
- Aha moment after a long hunt. A debugging session that ran long and ended in a non-obvious realization.
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.
Where
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.
Format
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.
Recall
Before concluding a hard bug is unsolvable, scan docs/learning-from-mistakes/ — a past lesson may already name the cause.
Signals
- GitHub stars
- 395
- Forks
- 61
- Last commit
- Jun 2026
Advanced
- Catalog kind
- skill
- Gateway key
learning-from-mistakes-syahiidkamil- Source
- github.com/syahiidkamil/software-engineer-ai-agent-atlas