anti-slop-review

name	anti-slop-review
description	Self-review ThreatForge changes for AI engineering slop without removing behavior

Anti-slop review

Run after implementation and before any completion claim or PR handoff.

1. Read AGENTS.md and docs/quality/agentic-slop.md.
2. Inspect the complete diff and every changed file in context.
3. Compare the result with the issue or committed plan.
4. Check architecture/code, tests, docs, and operational surfaces for documented recognition patterns.
5. Protect real functionality, validation, accessibility, compatibility, and boundary defense.
6. Fix must-fix and should-fix findings when the fix is behavior-preserving and in scope.
7. Raise rather than guess when a fix changes product intent or scope.
8. Re-run the smallest checks that prove each correction.

Do not manufacture findings. Report:

• findings fixed
• findings raised for owner decision
• targeted verification rerun
• clean, minor, or needs-work