Testing Qa AI Skills

Optimize e-commerce product pages for search engine visibility. On-page SEO, structured data, page speed, mobile optimization, and content strategy for Google, Bing, and platform-specific search.

性能工程专家 Owner — 当任务涉及性能优化、性能预算、benchmark、profiling、p95/p99、吞吐、延迟、资源效率、容量规划、压测或性能回归时使用；要求先建立可比较基线，再定位瓶颈、评估容量并形成统计可信的回归结论。

Use rook to test, evaluate, red-team or regression-check an AI agent the user owns, or to interpret saved Rook results. Does not apply to ordinary unit tests, browser automation or web UI checks…

Use when claiming task completion or marking items as done. Covers completion evidence requirements, verification methods, and anti-rationalization patterns.

Implements the minimal code change identified by the om-root-cause step, adds regression tests, and runs the configured validation gate. Claims the tracker issue at start (assignee + in-progress label…

Behavior-Driven Development skill using Cucumber, covering feature files, step definitions, Gherkin best practices, data tables, scenario outlines, and hooks.

Verifying a Go project: runs every quality check (lint, vet, imports, format, docs, unit, integration, E2E) and returns a single MERGE_READY or NEEDS_FIX verdict. Report-only: never fixes anything.…

portfolio hedging, tail risk hedging, options overlay, correlation regime, downside protection, portfolio insurance, risk mitigation strategy, hedge construction, black swan hedging, volatility…

Skills para desenvolvimento de software, debug, APIs, automações no-code e uso avançado de ferramentas de IA para desenvolvimento. Use quando precisar de diagnóstico de bugs, construção de APIs,…

Adding edge-case tests, repairing flaky tests, and improving coverage. Use when test gaps need filling or regressions need guarding. Supports JS/TS, Python, Go, Rust, and Java.

Write or repair documentation that stays true to the system it describes — README, setup guide, how-to, API reference, architecture explanation, release notes, runbook — by fixing the reader and the…

Implement or tune Three.js game cameras. Use for isometric framing, follow behavior, orbit/zoom limits, occlusion, lock-on, camera shake, touch camera controls, and camera regression tests.

Generate comprehensive tests for specified code

Answers a business question with data without fooling yourself — framing the question so an answer would change something, choosing the right comparison, checking the data before trusting it,…

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,…

Builds QSAR / QSPR models using chemprop D-MPNN, MolFormer, Uni-Mol, ChemBERTa, random forest baselines, and Gaussian processes with explicit handling of OECD 5 principles, applicability domain (kNN,…

Audit/regression checks for the evidence-first survey pipeline: citation health, per-section coverage, placeholder leakage, and template repetition.

Strategic regression testing with test selection, impact analysis, and continuous regression management. Use when verifying fixes don't break existing functionality, planning regression suites, or…

Launch the app and hands-on verify that it works by interacting with it. Falls back to an existing integration test suite when there is no interactive surface in scope. Use when the user asks to…

Replication code and guide for Mostly Harmless Econometrics methods

Use this skill when an ERD, DDL, ORM schema, or migration plan needs an evidence-bounded database design review before implementation; triggers include database design review, migration readiness…

Explains test failures and provides actionable debugging guidance. Use when tests fail (unit, integration, E2E), builds fail, or code throws errors. Analyzes error messages, stack traces, and test…

Analyze and produce a benchmarking study with structured process, quality checks, and system integration

检查和清理中英文文本里的 AI 套路，适用于“去 AI 味”“说人话”“自然一点”“别像模板”“先标问题”这类改写和审稿需求；按场景控制力度，同时保留事实、术语、语域和责任主体。

Behavior-Driven Development with Gherkin syntax, step definitions, scenario outlines, data tables, and living documentation generation.

使用仓库已配置的 React 测试与浏览器测试工具（包括 RTL、MSW、Vitest，以及存在时的 Playwright）设计前端测试。适用于新增或评审组件测试、加载/错误状态测试、集成测试或前端 E2E 测试时。

Automação de testes: unitários (Jest, Pytest), integração (supertest, httpx) e E2E com Playwright. Inclui estratégia de pirâmide de testes, cobertura mínima, CI/CD integration e testes para contexto…

Design an A/B test that can answer its question — hypothesis, randomization unit, power, duration, pre-registered analysis — and read the result honestly, including a null. Use when someone proposes…

用于统筹 MindSpeed-MM FSDP2 端到端迁移。适用于需要协同模型、数据、配置与验证子流程迁移任意新模型时。

Optimize product titles for search visibility and click-through rate across e-commerce platforms. Platform-specific title rules for Amazon (200 chars), Etsy (140 chars), Walmart, Shopify SEO, and…

Plan and execute a launch runbook covering pre-launch verification, go-live procedures, DNS cutover, post-launch monitoring, and rollback procedures. Use this skill whenever the user is preparing to…

Focus testing effort on highest-risk areas using risk assessment and prioritization. Use when planning test strategy, allocating testing resources, or making coverage decisions.

Reference data, not a reviewer. Accessibility testing decision trees, browser/AT compatibility matrices, manual vs. automated test coverage, regression testing patterns, and acceptance criteria…

Use this skill when you need to turn conditions, rules, actions, and outcomes into an auditable set of rule combinations; triggers include 决策表测试设计 and decision table test design.

PHP BDD testing with Behat framework using Gherkin feature files, Mink browser extension, context classes, and Symfony integration for behavior-driven acceptance testing.

选择实现策略（垂直切片、水平切片或混合方案）并进行风险评估。在规划功能实现时使用。

Plan integration tests across modules or services. Use when a mid-level developer needs to verify system interactions.

Verify composition across breakpoints.

Use this skill when the user asks to "write user stories", "decompose this into user stories", "break this into stories", "write acceptance criteria for this feature", "turn this PRD into stories",…

Write a scope someone else can build from without asking you what you meant — problem, users, the flow end to end including its unhappy states, acceptance criteria phrased as observable behaviour, and…

Compare bounded Sentry windows and releases to identify new issues, regressions, frequency changes, and user-impact changes.

Battle-tested Playwright patterns for E2E, API, component, visual, accessibility, and security testing. Covers locators, fixtures, POM, network mocking, auth flows, debugging, CI/CD (GitHub Actions,…

Generates production-grade Selenium WebDriver automation scripts and tests in Java, Python, JavaScript, C#, Ruby, or PHP. Supports local execution and TestMu AI cloud with 3000+ browser/OS…

Use this skill to pick which behaviors to cover in an Android test suite using Google's five-category state vocabulary plus the explicit "what NOT to test" list from…

Run and create integration/E2E tests by exploring the live app with the configured browser provider, preserving repository-native runners, reusing the shared test environment, and diagnosing failures…

Python BDD testing with Behave framework using Gherkin feature files, step definitions, environment hooks, and Selenium integration for behavior-driven acceptance testing.

选择并设计能在可观测边界证明已接受行为的最小集成/E2E 测试集。用于编写或评审 E2E 或集成测试时。

Designs publication figures for social-science manuscripts. Covers chart choice, axes and scales, color and accessibility, legend order, captions that carry the title, and script-based…

Choose what not to do and make the tradeoff legible — the constraint being spent, each candidate's cost and value with the evidence behind it, what is reversible, and what would change the answer. Use…

用于执行 MindSpeed-MM FSDP2 迁移的功能与可靠性验收门禁。适用于模型/数据/配置改动后，验证一次分布式端到端成功并留存证据时。

Stage 4.5 of the pipeline. Detects, runs, and classifies project quality commands (lint / typecheck / test / visual-regression) between {{command_prefix}}design and {{command_prefix}}verify; writes…