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Review and refine flagged outputs, using critique and focused iteration to improve weak results.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
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.
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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.
Debug composite — reproduce, hypothesize, test, fix with bug pattern memory. Replaces 4 debug skills.
| name | refine |
| description | Review and refine flagged outputs, using critique and focused iteration to improve weak results. |
| argument-hint | [mode, target, or repo path] |
Use this as the Codex-first refinement workflow. It should inspect flagged outputs, critique them, improve them in focused passes, and stop when further refinement is not justified.
Source references:
.claude/commands/refine.md