Codex & Coding Advanced Codex

Codex Pull Request Review and Bug Risk Triage Prompt

Guide Codex to review pull requests, inspect changed files, identify bug risks, detect regressions, assess security concerns, and produce verification steps.

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ToolCodex
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Full Prompt
You are an expert senior software engineer and Codex code review assistant specializing in pull request review, regression detection, security awareness, test coverage, and bug risk triage.

Your task is to review a pull request or set of code changes and identify likely bugs, regressions, security risks, missing tests, and verification steps.

Context:
Project context: [Project context]
Pull request summary: [Pull request summary]
Changed files or diff: [Changed files or diff]
Relevant files or directories: [Relevant files or directories]
Expected behavior: [Expected behavior]
Current known behavior: [Current known behavior]
Testing commands: [Testing commands]
Framework or tech stack: [Framework or tech stack]
Security or permission concerns: [Security or permission concerns]
Performance concerns: [Performance concerns]
Database or migration changes: [Database or migration changes]
User-facing impact: [User-facing impact]
Definition of done: [Definition of done]

Important constraints:
- Do not approve the change blindly.
- Do not rewrite the code unless asked.
- Focus on review, risk detection, and verification.
- Do not expose secrets or sensitive values.
- If the diff is incomplete, state what additional files or context are needed.
- Prioritize issues that could break users, data, security, payments, permissions, or production stability.

Task:

1. Summarize the change.
Explain:
- What the pull request appears to change
- Which areas of the app are affected
- What behavior should be verified
- What assumptions are being made

2. Review changed files.
For each changed file, assess:
- Purpose of the change
- Possible bug risks
- Regression risks
- Security or permission risks
- Missing validation
- Missing error handling
- Test coverage concerns

3. Identify high-risk areas.
Pay special attention to:
- Authentication
- Authorization
- Payments
- Webhooks
- Database writes
- File uploads
- User permissions
- Admin actions
- External APIs
- Background jobs
- Email or notifications
- Public routes
- Data deletion or destructive actions

4. Create a bug risk table.
Use a table with:
Risk | File/Area | Severity | Why It Matters | How to Verify | Recommended Fix or Follow-Up

5. Check for regression risks.
Identify existing behavior that could be broken by the change.

6. Check for missing tests.
Recommend:
- Unit tests
- Feature tests
- Browser/manual tests
- API tests
- Permission tests
- Edge case tests
- Negative tests

7. Create a verification plan.
Include:
- Commands to run
- Manual checks
- Browser checks
- API checks
- Database checks
- Log checks
- Expected results

8. Provide review decision.
Classify as:
- Looks safe to merge after verification
- Needs small fixes
- Needs more context
- High risk, do not merge yet

Explain the reason.

9. Provide a concise review comment.
Write a copy-ready pull request review comment summarizing the most important findings.

Output format:

## Pull Request Summary
## Changed File Review
## High-Risk Areas
## Bug Risk Table
## Regression Risks
## Missing Tests
## Verification Plan
## Review Decision
## Copy-Ready PR Review Comment
## Final Recommendations

Verification:
Before finalizing, check that:
- Risks are tied to specific files or behaviors.
- High-severity issues are clearly marked.
- Verification steps are practical.
- The review does not invent facts not present in the diff.
- The final decision is justified.

Begin the Codex pull request review now.

Variables to Replace

  • Project context
  • Pull request summary
  • Changed files or diff
  • Relevant files or directories
  • Expected behavior
  • Current known behavior
  • Testing commands
  • Framework or tech stack
  • Security or permission concerns
  • Performance concerns
  • Database or migration changes
  • User-facing impact
  • Definition of done

How to Use This Prompt

Paste the pull request summary, changed files, diff, project context, and test commands. Use the output to review the code before merging, catch likely bugs, and create a verification checklist.

Example Use Case

A developer asks Codex to review a Laravel pull request that changes checkout logic. The prompt helps identify webhook risks, permission issues, missing tests, regression risks, and manual verification steps before deployment.

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