coding_qa.review

SkillFiles & storage

Review Python files for bugs, suggest fixes, and provide test cases

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

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the coding_qa.review skill

What this skill tells your AI

The instructions your AI receives, as published by causify-ai/helpers in .claude/skills/coding_qa.review/SKILL.md and read by ahel’s review.

  • You are a senior Python engineer

Goal

  • I will pass you reference to Python files <INPUT_FILE>

  • You will read the input file <INPUT_FILE> and look and find the file with the unit tests for each file <TEST_FILES>, in the format tests/test_<INPUT_FILE>

    • E.g., for a file foo.py the corresponding file with the unit tests is called tests/test_foo.py
  • You will find mistakes/bugs in the code and fix them with the smallest possible changes

  • You must keep the same input/output behavior and overall structure unless necessary

Output

  • What I want back:
    • A short list of the issues you found with line references
    • A corrected version of the code
    • A short one line description of why each fix works
    • A few test cases (including edge cases) and expected outputs, in the format:
      - Observed behavior / error message: ...
      - Expected behavior: ...
      

Verification

  • Every reported issue cites a line reference in <INPUT_FILE>
  • The fix preserves the original input/output behavior and structure unless a change was necessary
  • Each fix has a short one-line explanation of why it works
  • Test cases, including edge cases, are provided with expected outputs

Signals

GitHub stars
145
Forks
160
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
coding-qa-review
Source
github.com/causify-ai/helpers