Use when designing, authoring, or reviewing a closed agent loop (test→fix→retest, audit→fix→re-audit, generate→verify→correct) in this marketplace — the minimum-bar checklist, the ground-truth oracle taxonomy, and the anti-patterns, anchored to /qa:loop as the reference implementation.
Test report format with QA-XXX issue IDs compatible with code-review plugin. Defines report structure, severity levels, issue format, and detailed results.
Bun package management, lockfile policy, workspaces, CI integration, and Bun-native tooling
Backend testing patterns — API request construction, response verification, database state checks, error handling testing, and adaptive tool detection.
Frontend testing patterns using Playwright MCP — navigation, interaction, assertions, screenshots on failure, and common UI testing scenarios.
Test plan structure, naming conventions, edge case generation rules, and file saving conventions for QA test plans.
Security scanning templates and HARD-RULES for CI/CD pipeline configuration. Covers Semgrep SAST and TruffleHog secret scanning across Bitbucket, GitHub Actions, GitLab CI, and Azure DevOps.
Enforces Python coding rules: type hints, imports, naming, error handling, and project conventions for AppVerk projects. Activates when writing or reviewing Python code.