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Bidirectional AI slop scanner — Claude + GPT independently analyze, then debate disagreements.
Mit Codex oder Claude installieren Kopieren Sie diesen Prompt, fügen Sie ihn in Codex, Claude oder einen anderen Assistant ein und lassen Sie die Skill-Seite prüfen und installieren.
Basierend auf der SOC-Berufsklassifikation
Autonomous build loop — debate, plan, implement, review, fix — all in one session with GPT review.
Get an independent GPT review via Codex CLI. Use when you want a second opinion on code, plans, or architecture from a different AI model.
Real Claude vs GPT multi-round debate. Use when you need a second opinion, want to debate architecture decisions, or evaluate competing approaches with multi-model collaboration.
Send execution plans to GPT for structured review via Codex CLI. Use when you have a written plan and want independent validation before implementation.
| name | cleanup |
| description | Bidirectional AI slop scanner — Claude + GPT independently analyze, then debate disagreements. |
| user-invocable | true |
/cleanup [scope] where scope is: deps, unused-exports, hardcoded, duplicates, deadcode, or all
Claude analyzes independently, then codemoot cleanup runs deterministic regex + GPT scans. 3-way merge with majority-vote confidence.
Scan the codebase yourself using Grep/Glob/Read. For each scope:
Save findings as JSON to a temp file.
codemoot cleanup --scope SCOPE --host-findings /path/to/claude-findings.json
Show summary: total, high confidence, disputed, adjudicated, by source.
For Claude/GPT disagreements, optionally debate via codemoot debate turn.