ai-eng-quality

Plugin ai-eng-quality from marketplace ai-eng-system in v1truv1us/ai-eng-system. Commands read from the repo's manifest — 1 month ago.

Skills (20)

• browser-testing-with-devtools

  Chrome DevTools for live runtime data: DOM inspection, console logs, network traces, performance profiling. Use when building or debugging anything in a browser.

• check-agent-compatibility

  Run the full repository compatibility pass: scanner score, startup path, validation loop, and docs reliability.

• code-review-and-quality

  Multi-axis code review with optional strict maintainability mode. Use before merging any change—human, agent, or automation output.

• control-cli

  Build a local harness to drive, inspect, and profile an interactive CLI or TUI. Use for CLI UX checks, startup regressions, hangs, or prompt-flow verification.

• control-ui

  Build a local browser/CDP harness to drive and inspect a web, IDE, or Electron UI. Use for UI verification, screenshots, perf profiles, or reproducing UI bugs.

• debugging-and-error-recovery

  Guides systematic root-cause debugging. Use when tests fail, builds break, behavior does not match expectations, or any unexpected error appears.

• interrogate

  Use for \"interrogate\", \"adversarial review\", \"multi-model review\", \"challenge this\", \"stress test this code\", \"find blind spots\", or \"tear this apart\". Four LLM reviewers challenge changes from independent angles.

• make-pr-easy-to-review

  Prepare PRs for review: clean noisy history, improve descriptions, add reviewer guidance without changing behavior. Use when a PR is hard to review.

• playwright

  Write, run, and maintain reliable end-to-end tests with Playwright. Use for test generation, CI integration, trace debugging, and cross-browser validation.

• pr-review-canvas

  Generate an interactive PR review walkthrough as an HTML page. Fetches PR data via gh API, categorizes files into core vs mechanical changes, adds reviewer annotations, and renders diffs with moved-code detection. Use when the user pastes a GitHub PR URL and asks for a review, walkthrough, or summar

• repo-audit

  Principal-engineer repository audit and prioritized improvement plan. Four phases - discovery, evidence-based audit, strategy, task plan - with file:line citations and severity ratings. Analysis only, no code changes. Use when asked to \"audit this repo\", \"project review\", \"health check\", \"imp

• security-and-hardening

  OWASP Top 10 prevention, auth patterns, secrets management, dependency auditing, boundary validation. Use when handling user input, auth, or external integrations.

• shipping-and-launch

  Review changes, open PRs, run pre-launch checks, staged rollouts, and rollback. Use when preparing to ship to production or closing out a branch.

• tdd

  Use only when the user explicitly asks for TDD, a failing test, or a regression test, OR when the bug has an obvious cheap local test target. Skip when the test path is unclear, expensive, integration-heavy, or not requested.

• test-driven-development

  Red-Green-Refactor workflow: write tests before implementation, maintain coverage. Use when implementing logic, fixing bugs, or changing behavior.

• test-fix-loop

  Self-continuing loop that fixes a deliberately failing test, reruns it, and exits cleanly when green. Smallest cooking-routines skill — pairs with the cooking Stop hook to keep iterating past natural stops.

• thermo-nuclear-architecture-review

  Run an extremely strict architecture and system design review for coupling, boundary violations, dependency direction, layering, and structural decay. Use for a thermo-nuclear architecture review, thermonuclear system design audit, or especially harsh architecture review.

• thermo-nuclear-performance-review

  Run an extremely strict performance review for runtime efficiency, memory usage, bundle size, database query patterns, and scalability limits. Use for a thermo-nuclear performance review, thermonuclear performance audit, or especially harsh performance review.

• verification-loop

  Continuous verification after each change, plus claim-based proof when evidence is required. Use when implementing, fixing bugs, or refactoring.

• xcodebuild

  Build, test, and archive iOS/macOS apps with xcodebuild and Xcode CLI tools. Use for CI integration, scheme management, simulator control, and build troubleshooting.

Slash commands (3)

• /ai-eng-quality:deep-review

  Run all four review axes in parallel — code quality, security, architecture, and performance — each in its own isolated context. The most thorough review available.

• /ai-eng-quality:repo-audit

  Principal-engineer repository audit with evidence-based findings and a prioritized improvement plan. Analysis only — no code changes.

• /ai-eng-quality:verify

  Run a standardized verification loop - lint, typecheck, test, build

Subagents (13)

• api-builder-enhanced

  Expert at building robust, scalable APIs with proper

• code-reviewer

  Elite code review expert specializing in modern AI-powered code

• compatibility-scan-review

  Run the agent-compatibility CLI and return the raw repository score

• database-optimizer

  Expert database optimizer specializing in modern performance

• docs-reliability-review

  Check whether the documented setup and run paths reliably lead to

• mobile-developer

  Expert mobile application developer specializing in iOS (Swift/SwiftUI), Android (Kotlin/Jetpack Compose), React Native, and Flutter. Implements platform-specific patterns, state management, navigation, push notifications, and app store deployment. Use PROACTIVELY for any mobile development task, cr

• performance-engineer

  Expert performance engineer specializing in modern observability,

• repo-audit-review

  Principal-engineer repository audit — discovery, evidence-based

• review

  Read-only multi-axis review orchestrator. Dispatches specialist

• security-scanner

  Defensive application and platform security analysis agent.

• startup-review

  Try to bootstrap and start a repository like a cold agent, then

• test-generator

  Automated test generation specialist focused on comprehensive test coverage.

• validation-review

  Assess whether an agent can verify a small change without guessing

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