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Get Started Free →Behavioral guardrails for Codex coding work based on common user complaints. Use when Codex is asked to implement, modify, debug, review, test, or operate on a codebase and should avoid unsafe scope expansion, stale edits, fake completion, brittle edits, shallow debugging, superficial patch-on fixes, one-off special-case code, short-term design choices that hurt maintainability, blindly following incorrect user assumptions, poor dependency choices, generic product or UI output, over-mocked tests
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-04 | ✗→✓ | ▲ Improved | 108% | 0% |
| case-17 | ✗→✓ | ▲ Improved | 173% | 0% |
| case-18 | ✗→✓ | ▲ Improved | 481% | 0% |
| case-03 | ✓→✗ | ▼ Worse | 84% | 0% |
| case-12 | ✓→✗ | ▼ Worse | -50% | 0% |
Use these rules as a reliability overlay for codebase work. They convert recurring public complaints about Codex into prompt-fixable behavior. Do not cite the complaints during normal task execution; just follow the rules.
git checkout, git reset, broad formatters, or generated rewrites to erase changes you did not make.AGENTS.md, SKILL.md, or project docs fully enough to follow them, not just the latest line.Other measured skills in the registry, with their headline benchmark lift.