Engineering Code Review Prompt Comparison

Compare Two Code Review Prompts

'Review my code and be detailed' against a structured review prompt — compared on structure, because review quality follows review structure.

Overview

Code review prompts reward structure more than any other category: a reviewer that checks named categories with severities beats one told to 'be detailed' every time. The loaded pair compares exactly that — an unstructured ask against a prompt with review criteria, an exclusion rule, and an output contract. The structure score tells the story; the rest of the report shows what each version of you would have to clean up afterwards.

How to use this resource

  1. Compare with Structure focus

    The loaded pair isolates the structure dimension: named criteria and an output contract versus 'be thorough'.

  2. Read the exclusion rule's effect

    'Skip linter-catchable style' is a constraint that removes noise — note how it shows up in B's strengths.

  3. Check the contradiction angle

    'Be detailed and don't miss anything' invites exhaustive output with no priorities — the risk section explains why that's a gap, not rigor.

  4. Promote the winner into your workflow

    Apply B's remaining suggestions, then save it where the team actually reviews — PR template or saved reply.

Why This Works

  • Named categories with a priority order make coverage verifiable — 'thorough' doesn't
  • Severity labels in the output contract turn findings into a triage list instead of an essay
  • Exclusion rules are as load-bearing as inclusion rules in review prompts: they buy signal by deleting noise

Best for

  • Teams using AI review as a first pass before human review
  • Review prompts that will run on security-sensitive code paths
  • Developers tired of wading through style nitpicks to find the real findings

Not for

  • Generating the review system prompt itself — the System Prompt Generator covers that
  • Comparing two diffs or two code versions — this compares the prompts, not the code

Use cases

  • Picking the review prompt your team pastes into every PR thread
  • Comparing your ad-hoc review ask against a structured template before standardising
  • Demonstrating why 'don't miss anything' produces noise instead of coverage

FAQ

What dimension does this comparison actually score the two review prompts on?

It isolates structure, because review quality follows review structure more than any other category. The pair contrasts prompt A's "be detailed and thorough and don't miss anything" against prompt B's named priority order (correctness, security, coverage) with an exclusion rule and a severity output contract. The Prompt Comparator scores and reports; it doesn't run either prompt on code.

Is this for comparing two versions of my code or two prompts?

Two prompts. It weighs prompt A against prompt B — the review instructions themselves — not two diffs or code versions. For comparing code you'd want a different tool. Here the report shows how prompt B's exclusion rule ("skip style issues a linter would catch") and severity contract turn findings into a triage list instead of the essay "don't miss anything" invites.

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