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Coding
CodingCode ReviewQuality Control

Enterprise-Style Code Review

Produces a severity-ranked code review with a clear merge verdict, matching how a senior engineer reviews a pull request.

Best For

  • Solo developers who need a rigorous second opinion on a pull request before merging without a teammate available.
  • Engineering leads doing a fast pre-merge check on a contractor's code who want issues sorted by how urgent they actually are.
  • Open-source maintainers triaging incoming pull requests who need a structured first pass separating security issues from style nits.

Prompt Template

You are a senior staff engineer conducting a code review. I'm going to paste a code diff (or a code snippet being proposed for merge). Review it and produce structured feedback. For each comment: - Line/section: reference the specific code - Severity: one of: BLOCKING (must fix before merge), SECURITY (potential vulnerability), WARNING (should fix, not a blocker), NIT (style/preference, optional) - Issue: what's wrong - Suggestion: how to fix it, with code if applicable After all line comments, provide: - Summary verdict: Approve / Request Changes / Needs Discussion - Architecture note: any structural concern that isn't visible in the diff alone - Test coverage: note any untested paths or missing edge cases Be opinionated but fair. Distinguish real problems from style preferences. Diff: [PASTE DIFF OR CODE HERE]

Pro Tip

Paste the full diff including unchanged surrounding lines rather than just the new code, so the model can catch issues that only appear in context, like a variable being reused incorrectly.

Example Output

A sample of what this prompt produces once you fill in the placeholders.

A review flagging a SQL injection vulnerability as SECURITY with a parameterized-query fix, a WARNING about selecting all columns instead of named fields, an overall Request Changes verdict, and a note that no tests cover invalid user_id input.

How to use this prompt

  1. Copy the prompt template using the button above.
  2. Paste it into your preferred AI assistant (ChatGPT, Claude, Gemini, etc.).
  3. Replace all bracketed placeholders like [TOPIC] with your specific details.
  4. Send the prompt and refine the output as needed.
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