Testing Qa AI Skills

Benchmark an OpenMed PII model with synthetic gold spans and report label-aware exact-span and grapheme recall without emitting identifier surfaces. Use when an agent must compare a model, threshold,…

Optimize e-commerce returns process and reduce return rates. Returns policy design, reverse logistics, root cause analysis, and customer retention through better returns experience.

Runs this project's full validation suite — tests, type checks, and linting across every part of the stack — then reports overall health. Use before committing, before opening a PR, or after finishing…

Check, update, and RUN Earn E2E tests for Ledger Wallet Desktop (Playwright) and Mobile (Detox). Covers the Earn v2 dashboard, the native + redirect staking flows, and the delegate specs (owned by the…

Reviews a completed change for acceptance, regressions and release risk; read-only, not a whole-codebase audit.

선택된 reference brand의 라이브 사이트에서 디자인 컨텍스트(토큰·구조·visual reference)를 캡쳐. brand homepage 패칭, 컴퓨티드 스타일 inspect, 로고/스크린샷을 assets/_reference/<id>/ 로 가져와 attribution.md + LICENSE-NOTE.md와 함께 저장. '뱅크샐러드 에셋…

Formal evaluation framework for Claude Code sessions implementing eval-driven development (EDD) principles

Create a unit test file for a module with one test per public function and the edge cases to cover.

Comprehensive backend development guide for Langfuse's Next.js 14/tRPC/Express/TypeScript monorepo. Use when creating tRPC routers, public API endpoints, BullMQ queue processors, services, or working…

Use when auditing dependency health — outdated packages, CVE triage with attack-vector weighting, deprecated/declining library detection (trend-watch). Runs `audit-deps.sh` and `audit-trend-watch.sh`.…

Use when writing or reviewing Foundry tests, deciding whether a suite is enough to deploy, or when a green run or a coverage number is offered as proof that a contract is safe. Covers fuzz, fork and…

Intent-classified router, the front door to OrchestKit and the DEFAULT entry point for any goal-shaped request. Classifies a plain-English goal and routes it to the right specialist skill. Routing is…

Use this skill when you need to test an AI-enabled product feature for behavior, safety, and user-impact boundaries; triggers include AI feature testing.

Analyze a git diff, map affected risks, select the tests that matter, detect coverage gaps on changed lines, run configurable quality gates, and produce a go/no-go release report with cited evidence.…

Use when publishing, open-sourcing, exporting, sanitizing, or moving code, agent skills, prompts, templates, fixtures, datasets, workshop assets, or other artifacts from a private repository,…

Build and visualize QA dashboards and reports with Allure Report, Grafana, and ReportPortal. Covers test execution visualization, stakeholder-facing quality reports, trend/flakiness panels,…

Write or fix a Playwright end-to-end test in frontend/e2e — a new journey spec, a seeded fixture, or debugging "the e2e suite passes but the feature is broken" / "make test-e2e fails". Use for any…

Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. 트리거: "pytest", "Python 테스트", "fixture", "mocking", "테스트 작성" 안티-트리거: "JavaScript 테스트", "Jest",…

Turn the task into something verifiable and declare the success criterion before seeing results. Use when the request is vague about "done" ("make it work", "improve this"), when writing tests, when…

Guides multi-GPU pre-training: DDP, FSDP2, ZeRO, tensor/pipeline/expert parallelism, fp8/Muon. Use when scaling a run, training MoE, or reproducing GPT-2 on rented GPUs.

Use when: 产品上线后需要分析用户增长、制定增长策略、诊断产品健康度、优化AARRR各环节 Do NOT use when: 产品未上线、仅需单一指标分析无需全链路

Change a live schema without breaking the application on it — expand/contract sequencing, lock-safe DDL, batched backfills, and a rollback that is actually reachable. Use when writing, reviewing or…

Writes meaningful tests that actually catch bugs.

Use when encountering bugs, test failures, or error logs that need root cause analysis and fix generation

Guides the agent through upgrading an Ionic Framework app to a newer major version. Supports upgrades from Ionic 4 through 8, including multi-version jumps. Covers framework-specific migration steps…

Run, watch, debug, extend, or explain OpenClaw qa-lab and qa-channel scenarios, artifacts, and live lanes.

Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the `partialPrefetching` flag, opt routes…

Adversarial multi-agent planning: a hostile team cross-critiques a plan before it is formalized. Use when planning needs maximum rigor or the user asks for a hyperplan / adversarial or cross-critique…

Writing unit and integration tests for the tldraw SDK. Use when creating new tests, adding test coverage, or fixing failing tests in packages/editor or packages/tldraw. Covers Vitest patterns,…

Emergency fix bypassing normal sprint process — hotfix branch, approvals tracked, backport verified, full audit trail.

E2E testing patterns for Prowler UI (Playwright). Trigger: When writing Playwright E2E tests under ui/tests in the Prowler UI (Prowler-specific base page/helpers, tags, flows).

Audit and improve web accessibility following WCAG 2.2 guidelines. Use when asked to "improve accessibility", "a11y audit", "WCAG compliance", "screen reader support", "keyboard navigation", or "make…

Complete methodology for building production-grade React applications with architecture decisions, component design, state management, performance optimization, testing, and deployment.

Compare and optimize shipping rates across carriers and fulfillment methods. UPS, FedEx, USPS, DHL rate comparison, zone optimization, and shipping strategy to maximize margins.

Validation-first design for Cavekit — every kit requirement must be automatically verifiable. Six-gate validation pipeline, phase gates, merge protocol, completion signals, acceptance criteria…

Use when the user wants to run a YOLO-Master task (train/val/predict/track/export/benchmark) or use the Agent Skill dispatcher.

Record captioned product walkthrough videos of any web app with Playwright + ffmpeg — proof videos for stakeholders, feature demos, bug-fix evidence

Audits documentation and comments for trust, coverage, consistency and freshness; read-only.

Use when generating or running Maestro Mobile/Hybrid E2E flows, deriving Maestro YAML from BDD `.feature` scenarios, configuring Maestro report paths, or debugging Maestro iOS real-device runs.

Evaluate LLM systems using automated metrics, LLM-as-judge, and benchmarks. Use when testing prompt quality, validating RAG pipelines, measuring safety (hallucinations, bias), or comparing models for…

Generates production-grade Appium mobile automation scripts for Android and iOS in Java, Python, or JavaScript. Supports real device and emulator testing locally and on TestMu AI cloud with 100+ real…

Use when assessing code quality hygiene — TypeScript strictness, lint violations, dead code, and duplication. Runs `audit-typescript.sh`, `audit-lint.sh`, `audit-similarity.sh`. Does NOT cover…

Run isolated eval and grading calls using CC 2.1.81 --bare mode. Constructs claude -p --bare invocations for skill evaluation, trigger testing, and LLM grading without plugin/hook interference. Use…

Write functional tests for Symfony controllers and HTTP endpoints using WebTestCase, getContainer, loginUser, and DAMA rollback

Route a plain-language QA situation to the next 1-2 skills, then carry out the requested workflow with evidence and a readable report. Use ONLY when the request does not match any other skill's…

Build or change a page, view or data-driven feature in the Next.js frontend — a route under the dashboard, wiring UI to a backend endpoint, a Zustand store, a permission that must hide a control, or…

Fix a bug by first writing a focused test that fails for the right reason, then making the smallest change that makes it pass. Use when the user asks for TDD or a regression test, when a bug has a…

Performance analysis, profiling techniques, bottleneck identification, and optimization strategies for code and systems. Use when the user needs to improve performance, reduce resource usage, or…

Choose proportional evidence for robotics software before claiming it works.

Writing unit and integration tests for the tldraw SDK. Use when creating new tests, adding test coverage, or fixing failing tests in packages/editor or packages/tldraw. Covers Vitest patterns,…

Reduce the size of compiled Go binaries and container images: linker flags, inlining budget, CGO and build tags, embedded assets, dependency weight, and measuring what actually costs bytes. Use when a…