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pos-debug
Debug composite — reproduce, hypothesize, test, fix with bug pattern memory. Replaces 4 debug skills.
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Debug composite — reproduce, hypothesize, test, fix with bug pattern memory. Replaces 4 debug skills.
ProductionOS — dual-target AI engineering operating system for repo-wide audits, upgrade plans, code reviews, strategic product reviews, security sweeps, UX audits, and recursive quality improvement.
ProductionOS — dual-target AI engineering operating system for repo-wide audits, upgrade plans, code reviews, strategic product reviews, security sweeps, UX audits, and recursive quality improvement.
Ads composite — audit campaigns, create ad copy, optimize bids, and report performance with persistent campaign memory. Replaces 20 fragmented ads skills.
Build composite — brainstorm, plan, implement, and test with project memory. Replaces 6 fragmented build skills.
Content composite — strategy, writing, audit, and refresh with brand voice memory. Replaces 10 fragmented content skills.
Frontend composite — UI audit, design system upgrade, and UX analysis with design token memory. Replaces 10 frontend skills.
| name | pos-debug |
| description | Debug composite — reproduce, hypothesize, test, fix with bug pattern memory. Replaces 4 debug skills. |
| argument-hint | [diagnose|fix|verify] [bug or error] |
Debug composite — reproduce, hypothesize, test, fix with bug pattern memory. Replaces 4 debug skills.
Replaces: debug, unified-debug, systematic-debugging, investigate
| Action | What |
|---|---|
diagnose [bug] | Reproduce + hypothesize + test — root cause analysis |
fix [finding] | Apply minimum fix for confirmed root cause |
verify | Re-run reproduction + regression test after fix |
~/.productionos/domains/pos-debug/sub-skills/{action}.mdevaluation/rubric.yml, update memoryStored at ~/.productionos/domains/pos-debug/:
bug-history.jsonl (past bugs with root causes), patterns.jsonl (recurring bug patterns in this codebase), learnings.jsonl
| Parameter | Values | Default | Description |
|---|---|---|---|
action | diagnose, fix, verify | diagnose | Sub-skill to run |
target | path, URL, or description | required | What to operate on |