Testing Qa AI Skills

Orchestrates test suite execution with parallel sharding, intelligent retry, and real-time reporting across Jest, Vitest, and Playwright. Use when running test suites, optimizing execution time,…

Cross-language testing strategies and patterns. Triggers on: test pyramid, unit test, integration test, e2e test, TDD, BDD, test coverage, mocking strategy, test doubles, test isolation.

Prepare for SDET and automation interviews round by round, covering coding screens, framework design, API testing tasks, scenario questions, and STAR stories built from real testing work.

リポジトリに即したTypeScriptテスト設計、振る舞いの証明、独立性、モック境界の基準を適用する。ユニットテストの作成・レビュー時に使用。

Use when building the conceptual exhibits of an Academy of Management Review (AMR) manuscript — process models, 2x2 typologies, multi-level frameworks, and propositions tables that carry theoretical…

Technical execution timing, entry exit signals, price action analysis, volume profile, market structure, support resistance levels, trend identification, Wyckoff method, auction market theory, trade…

API/CLI-level E2E test writing and execution after development, for E2E that needs no browser automation. Verifies actual user flows after /verify. Use the e2e-agent-browser skill when browser…

Investigate an open question properly — frame it as a decision, work from primary sources, sweep from several angles including the disconfirming one, and stop on a rule rather than on fatigue. Use…

LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating model outputs against datasets, monitoring production systems, or building…

Add a CI gate that fails the build when an OpenMed de-identification model's recall on a held-out PHI set drops below threshold or any critical identifier leaks. Use when the user wants a pytest test…

Choose useful regression coverage and apply Epicenter test conventions for setup, Result assertions, type tests, naming, and pruning. Use when writing, reviewing, deleting, or reorganizing tests,…

Dynamic context injection, mode switching (dev/review/research), selective loading, and strategic compaction for token optimization.

Test pyramid strategy, coverage targets, test patterns, and quality metrics reference. Agent-extending skill that amplifies manager-develop test-creation and quality-validation work with…

This skill should be used when the user asks to "verify UI changes", "audit UI quality", "test every screen and action", "run regression QA", "check a deployed UI", or "validate an extension release".…

Audit test coverage health, gaps, and QE debt for Jira stories or epics. Produces coverage_analysis_report.md with AC-to-TC heatmap, risk scores, and prioritized action plan. Use when assessing…

Write efficient C code with proper memory management, pointer arithmetic, and system calls. Handles embedded systems, kernel modules, and performance-critical code. Use PROACTIVELY for C optimization,…

Generates durable-first tests — invariants, contracts, and property-based tests at boundaries that survive a reimplementation — plus unit, integration, and e2e coverage. Use when creating tests for…

Generates production-grade pytest tests in Python with fixtures, parametrize, markers, mocking, and conftest patterns. Use when user mentions "pytest", "conftest", "@pytest.fixture", "@pytest.mark",…

Provides and generates complete CRUD workflows for Spring Boot 3 services. Creates feature-focused architecture with Spring Data JPA aggregates, repositories, DTOs, controllers, and REST APIs.…

Build an SDET or automation engineer resume around framework ownership, tool-stack evidence, CI/CD integration, and GitHub proof that survives technical screening and recruiter keyword search.

Identifies costs and benefits not borne by the decision-maker — and how to internalise them. Triggers: 'externality', 'who else is affected', 'costs falling on others', 'side effects', 'spillover',…

Run unit, integration, e2e, and UI tests. Use for test execution, coverage analysis, build verification, visual regression, and QA reports.

Cleaning up the skill ecosystem: auditing the agent roster for overlap and inactivity, proposing merges and sunset plans. Propose-only. Not for ecosystem strategy (Darwin) or code YAGNI (Void).

Package compatible work with evidence and rollback.

Say what a product is for, which alternative it beats, and why — in one segment's own words, with every claim tied to something the product actually does today. Use when a homepage or deck says what…

Build or adapt a local harness to drive, inspect, and profile an interactive CLI or TUI without external services. Use for CLI UX checks, startup regressions, memory leaks, hangs, prompt flows, or…

Use when you need to verify Java performance optimizations by comparing profiling results before and after refactoring — including baseline validation, post-refactoring report generation, quantitative…

Generate emulate seed configs for stateful API emulation. Wraps Vercel's emulate tool for GitHub, Vercel, Google OAuth, Slack, Apple Auth, Microsoft Entra, AWS, Okta, Clerk, Resend, Stripe, and…

Electron development guidelines for building cross-platform desktop applications with JavaScript/TypeScript

Accessibility testing skill using axe-core and Playwright for automated WCAG 2.1 compliance auditing, custom rules, and accessibility reporting.

宜搭登录态管理。以 OpenYida auth snapshot 为准；默认 OAuth token，snapshot 返回 env 注入状态时使用运行环境注入 token。

Run skill quality benchmarks from specs/benchmarks/ definitions — N-run with/without-skill delta grading, train/validation split, pass@k + benchmark.json reports. Use before and after evolve-skill to…

Chrome DevTools and browser automation through MCP for live UI work: screenshots, DOM and computed-style inspection, screenshot-to-code, design token extraction, Lighthouse and accessibility audits,…

End-to-end testing with Playwright 1.50+, fixtures, and Vitest 3+ / Pengujian E2E dengan Playwright 1.50+, fixtures, dan Vitest 3+.

TDD test writer. Writes failing tests FIRST (red), then verifies they pass after implementation (green). Covers unit, integration, and e2e tests.

Build or adapt a local browser/CDP harness to drive and inspect a web, IDE, or Electron UI. Use for local UI verification, screenshots, accessibility snapshots, perf profiles, visual diffs, or…

Evaluation harness for testing agent and skill quality through structured benchmarks, regression tests, and quality scoring.

Orchestrate and validate evidence-first CAE workflows through the independent FreeCAD, Elmer FEM, and ParaView MCP servers in FEP Agent Hub. Use for FEP repository setup or diagnostics;…

Use this skill to gate CI on Jetpack Compose stability — catch when a composable becomes unskippable/unrestartable or a parameter goes stable → unstable, before it ships and tanks recomposition.…

Use this skill when you need to select high-risk multi-factor combinations after factors, values, and constraints are explicit; triggers include 组合测试 and combinatorial test design.

Testing library backward compatibility including public API surface verification, semver compliance, TypeScript type compatibility, and migration path validation.

Eval-Driven Development — define capability and regression evals before building; code graders use verify commands, model graders use explicit rubrics; log pass@k. Use before develop-tdd on new…

Control 流程管理/Validation.md. Use when 每次工程修改或验证活动，or when project-initialization creates or audits this artifact.

Read the workspace's runs and skill catalog, then return deterministic run outcomes, paused runs, catalog test coverage, and governance follow-ups without model-authored metrics.

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,…

Specify components with states, accessibility contracts and documented APIs.

Judge whether a source can carry the weight you are about to put on it — trace it upstream to something primary, check its date and version, name who benefits if you believe it, test whether…

Agent skill for benchmark-suite - invoke with $agent-benchmark-suite

Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal…

PM2 process management, backend/frontend cascade execution, parallel worktree builds, and cross-service integration testing.

Step of the research-audience playbook: scores and tiers list rows, groups them into segments with an angle each, runs the pre-handover checks and writes the list files. Run research-audience instead;…