Verify a fix with comparable evidence

SkillDev tools

Verify a proposed bug fix against an unchanged regression test and the relevant existing tests, reporting baseline and candidate outcomes separately. Use for fix verification, not a general claim that software is bug-free.

Available today. Use it from your connected AI after setup.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Verify a fix with comparable evidence skill

What this skill tells your AI

The instructions your AI receives, as published by 00200200/maintainer-skills-lab in skills/mkl-verify-fix/SKILL.md and read by ahel’s review.

Identify the baseline revision, candidate revision, regression test, and expected behavior. If any is unavailable, narrow the conclusion instead of inventing missing evidence.

Use equivalent environments and identical test inputs for both versions. Keep the regression test and expected result outside the changes under evaluation or otherwise verify that they are unchanged. Inspect which source file the test actually imports; an installed package can hide the checkout being tested.

Check the baseline first. Distinguish an expected assertion failure from setup, import, collection, timeout, and execution errors. Then run the same test against the candidate and run existing tests appropriate to the affected behavior.

Report:

  • Baseline and candidate identifiers and commands.
  • The observed reason for the baseline failure.
  • The candidate result and any relevant existing-test results.
  • Environment differences, instability, and checks not performed.

Conclude "verified for this reproduction" only when the test fails for the reported behavioral reason on the baseline and passes on the candidate. A test that passes on both versions does not establish that it detects this regression. Avoid broad correctness or security claims from a small test suite.

If the candidate fails, report the evidence and return it to the implementer. Do not silently edit the verifier or loosen tolerances.

Signals

GitHub stars
42
Forks
2
Last commit
Sep 2026
Advanced
Item type
skill
Key
mkl-verify-fix
Source
github.com/00200200/maintainer-skills-lab