Testing Qa AI Skills

Assess release health from Sentry errors, regressions, affected users, crash evidence, and comparison with the previous stable release.

Test-Driven Development workflow specialist using RED-GREEN-REFACTOR cycle for test-first software development. Use when developing new features from scratch or when behavior specification drives…

Reference data, not a reviewer. Compute web accessibility scores (0-100, A-F grades) with severity scoring, confidence levels, and remediation tracking across audits.

Cross-validate CLI flags, docs, tests, and targets for consistency across the codebase. Use this skill whenever the user asks to: audit the codebase, check for consistency issues, find undocumented…

Use this skill to size an Android test suite using Google's small / medium / big scope vocabulary and the qualitative pyramid. Explains why most apps should hold "many small tests and relatively few…

Smart contract testing with Hardhat, Foundry, and Brownie including unit tests, gas optimization, reentrancy checks, and fork testing.

Publication-grade figure correctness and legibility rules. Load before drawing any plot and call `apply_figure_style()` — sets a role-mapped font-size ladder, outward ticks, frameless legends, and…

Verify crawlability and search/share metadata.

Compare a production site against a staging/redesign version — SEO parity, content integrity, missing pages, and launch readiness

When the user wants to set up a TikTok app install ad campaign from scratch with correct structure, placements, targeting, budget, and tracking. Use when the user mentions "TikTok ads setup", "TikTok…

Define a product metric so it means one thing — event, denominator, population, window — and check the instrumentation exists before anyone reports a number. Use when asked "how do we measure this",…

Excalidraw diagram generation for coding agents. Turns natural-language descriptions of system architecture, flows, and technical documentation into .excalidraw files, exported to SVG through the…

LLM benchmarking: design benchmark suites, establish baselines, run A/B model comparisons, detect regressions, track production quality metrics, and create leaderboards for model selection

Reference skill demonstrating the 10/10 skillpack contract. Adds a "what does this skillpack do" answer to the user's agent.

Battle-tested Playwright patterns for E2E, API, component, visual, accessibility, and security testing. Covers locators, assertions, fixtures, network mocking, auth flows, debugging, and framework…

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…

Use to craft rigorous survey instruments with sampling, question logic, and QA standards.

Generates SmartUI visual regression test configurations for screenshot comparison on TestMu AI cloud. Framework-agnostic — works with Playwright, Selenium, Cypress, Puppeteer. Use when user mentions…

Confines file edits to one directory until lifted: an Edit, Write, MultiEdit and NotebookEdit hook refuses any path whose real location, symlinks followed, falls outside the frozen dir. Argument: the…

Use this skill when you need to analyze distributed traces for call paths, latency, errors, and evidence gaps; triggers include distributed trace analysis.

Verify fix commits address audit findings without new bugs

Generate boundary value test cases for numeric ranges, string lengths, date ranges, collection sizes, and domain-specific constraints using systematic analysis techniques

Feature flags, progressive rollouts (PostHog), and A/B testing / Feature flag, rollout bertahap (PostHog), dan pengujian A/B.

Verifies specified behavior through appropriate tests and truthful coverage reports.

Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization. Use PROACTIVELY for C++ refactoring, memory…

Test-Driven Development workflow skill with patterns for unit, integration, and e2e testing. Use when implementing features to ensure all code is born tested with comprehensive coverage.

LLM evaluation: build evaluation datasets, choose metrics (RAGAS, G-Eval, LLM-as-judge), run automated evals, monitor production quality, and detect regressions

Data narrative design, chart annotation, and turning numbers into compelling stories.

Orchestrate the QA team through a full testing cycle — qa-lead strategy and test plan, qa-tester case writing, execution, sign-off.

Write and run integration tests against a GenLayer environment.

Step-by-step migration guides for moving to Playwright from Cypress or Selenium/WebDriver — command mappings, architecture changes, and incremental adoption strategies.

Display the current state of the FPF knowledge base

Playwright E2E testing patterns. Trigger: When writing E2E tests - Page Objects, selectors, MCP workflow.

Comprehensive testing strategy covering unit, integration, e2e, property-based, and mutation testing with practical patterns

Internal helper: read Lighthouse CI accessibility audits into findings.

Use this skill when you need to discover boundary, rare, limit, ordering, or combination scenarios from product and test evidence; triggers include edge case discovery.

Contribution margin ratio calculation. Use when the task requires contribution amounts and revenue ratios with explicit definitions. Apply this method to the specified inputs and verify the…

Teach agents to use AI browser agents for exploratory and smoke QA with step budgets, evidence-based assertions, guardrails, and Playwright conversion.

Route requests across the full public Suede AI pack to the narrowest specialist and preserve the request verbatim. Use when asked "which Suede skill should I use?", when work crosses lanes, or when…

Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.

Clona uma página web a partir de uma URL, preservando estrutura visual, responsividade e interações essenciais com verificação por navegador.

Prove a UI change actually renders and works — desktop and mobile, controls operated, console clean. Use before reporting any change to rendered UI as done, when asked whether a screen actually…

GPU代码到昇腾NPU适配审查专家。当用户需要将GPU上的代码（特别是深度学习、模型推理相关）迁移到华为昇腾NPU时，必须使用此skill进行全面审查。此skill能识别GPU到NPU迁移的堵点、编写适配脚本、生成验证方案，并输出完整的Markdown审查报告。触发场景包括：用户提到"NPU适配"、"昇腾迁移"、"GPU转NPU"、"Ascend"、"CANN"、"模型迁移"、"算子适配"等关键词…

Molecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) with traditional ML or GNNs when you want extensive featurization options and MoleculeNet…

Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or…

Build or extend a playable isometric action RPG in Three.js, React, or similar web technology. Use for game-loop architecture, camera and movement, zones, combat integration, content data,…

Analyze existing code and write comprehensive unit and integration tests for it. Detects the test framework, identifies untested code paths, and generates tests with proper mocking, edge cases, and…

Visual testing - catch invisible buttons, broken layouts, contrast

Scrape daily job listings from YCombinator's Workatastartup platform without duplicates. Use this skill when asked to scrape YC jobs, update the YC companies list, or retrieve the latest startup jobs.…

Pytest testing patterns for Python. Trigger: When writing Python tests - fixtures, mocking, markers.

质量策略专家 Owner — 当任务涉及测试策略、验收矩阵、覆盖率、风险分层、回归范围、发布信心、质量度量、测试金字塔或用户要求 QA/质量专家视角时使用；要求用风险驱动选择验证组合。