AppVerk

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.

Backend testing patterns — API request construction, response verification, database state checks, error handling testing, and adaptive tool detection.

Frontend testing patterns using Playwright — navigation, interaction, assertions, screenshots on failure, and common UI testing scenarios.

Test report format with QA-XXX issue IDs compatible with code-review plugin. Defines report structure, severity levels, issue format with canonical fields, and detailed results.

Test plan structure, naming conventions, edge case generation rules, and file saving conventions for QA test plans.

Enforces AppVerk Swift coding standards across all code.

Structured concurrency and thread safety patterns in modern Swift.

Data persistence patterns for Swift apps using SwiftData, CoreData, UserDefaults, and Keychain.

HTTP client architecture and API patterns using native Swift networking.