Review AQE Quality

SkillSecurity

Review Agentic QE changes and issue an evidence-backed quality verdict. Use for code review, regression-risk assessment, release readiness, quality-gate evaluation, security/performance/testability review, or checking whether a change has sufficient verification. Do not use when the user primarily asks to implement a feature.

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 Review AQE Quality skill

What this skill tells your AI

The instructions your AI receives, as published by proffesor-for-testing/agentic-qe in .agents/skills/aqe-review-quality/SKILL.md and read by ahel’s review.

  1. Read AGENTS.md, the diff or requested scope, affected implementation, tests, and configuration.
  2. Review for correctness first: broken behavior, data loss, security, concurrency, compatibility, and missing error paths.
  3. Use references/quality-gates.md to select relevant QE review lenses. Do not run unrelated broad scans.
  4. Verify claims with focused commands where safe and available. Distinguish observed failures from inferred risks.
  5. Report findings by severity with file and line references, the triggering scenario, and the smallest useful remediation.
  6. End with one verdict:
    • PASS: no material finding and adequate evidence;
    • CONDITIONAL: bounded risks or missing environment-dependent evidence;
    • FAIL: correctness, safety, compatibility, or verification blocker.
  7. List the exact checks run and any checks not run.

Do not edit code during a review unless the user also asks for fixes.

Signals

GitHub stars
475
Forks
91
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
aqe-review-quality
Source
github.com/proffesor-for-testing/agentic-qe