Home / Use cases / Engineering / Testing & QA
1,444 ways to get testing & qa done with Claude Code, Codex, Cursor or Gemini CLI, ranked on usage. Filter by type below.
Audit REA CI and test suites for correctness, fixture drift, false passes, and measured performance; use for suite or workflow investigations and efficiency changes, rather than ordinary feature…
Use the Dot's browser identities for any task on a website or search on the web: which identity to use, opening and closing one, and when a plain download is simpler than a browser.
Playwright Pro turns your AI coding agent into a senior test automation engineer. Instead of generating tutorial-quality tests with brittle CSS selectors, Playwright Pro enforces battle-tested…
Label GitHub issues and PRs found during QA testing. Use when organizing QA findings with proper labels.
End-to-end testing specialist using Vercel Agent Browser (preferred) with Playwright fallback. Use PROACTIVELY for generating, maintaining, and running E2E tests. Manages test journeys, quarantines…
Test-Driven Development specialist enforcing write-tests-first methodology. Use PROACTIVELY when writing new features, fixing bugs, or refactoring code. Ensures 80%+ test coverage.
Testing against remote executors in integration tests.
Use when adding or changing GitHub CLI acceptance tests, txtar scripts, testdata groups, repository fixtures, or acceptance harness behavior.
Add or extend a Paperclip full-stack runner E2E workflow, fixture, matcher, or report evidence path for local or Daytona execution.
Automate browser interactions, test web pages and work with Playwright tests.
Use when writing, changing, or reviewing Cucumber and Playwright tests under `e2e/`, including feature files, step definitions, support code, scenario tags, locators, and assertions. Do not use for…
Triage, diagnose, debug, or fix failing or flaky NemoClaw E2E tests. Trace every assertion and downstream gate before a repair push or rerun. Excludes status-only and dispatch-only requests.
Diagnose a failing test in the googleapis/mcp-toolbox repo and land a fix by
Prepare the current DevSpace checkout or worktree for isolated local manual QA. Use when the user asks to set up QA, test a worktree locally, try an experiment in ChatGPT, or reset the local QA…
Enforces Test-Driven Development by intercepting file operations in Claude Code. When Claude attempts to edit or write files, TDD Guard validates the changes against TDD principles — blocking…
Interactive CLI testing specialist using tmux for session management
Orchestrate E2E test triage and fix implementation: runs triage-ci then implement sequentially.
Master TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development practices. Enforces TDD best practices across…
Use to validate a dsh-web client or skin change in the real DeepSeek Harness Web GUI, including build readiness, responsive rendering, interaction checks, and evidence capture.
Complete browser automation with Playwright. Auto-detects dev servers, writes reusable test scripts, and supports screenshots, responsive checks, UX validation, login flows, link checks, and…
Browser QA of a PR against a running Twenty app, post-merge on main or pre-merge via the qa-scout label. Derives user-visible scenarios from the PR diff, executes them with the Playwright MCP…
Browser automation and end-to-end testing MCP server by Microsoft. Enables Claude to interact with web pages, take screenshots, fill forms, click elements, and perform automated browser testing…
Test strategy and process — test plan creation, bug severity assessment, regression planning, release quality gates, readiness evaluation.
Writes test cases, bug reports, and checklists — test case generation, regression checklist creation, execution documentation.
Build and run Uno Platform runtime tests with proper base64 filter encoding. Use when running specific runtime tests or all runtime tests.
🧪 QA 工程师 - 检测测试框架，编写测试，运行全量测试 + lint + typecheck
Test-driven development guide for writing tests first, implementing the smallest passing change, and keeping verification tight. Use when the user explicitly wants TDD or when a task should be…
Use when adding, modifying, or reviewing E2E test apps/skeletons to keep the test coverage report up to date.
Manual QA profile for browser testing, workflow verification, and regression checks.
Write or refactor Mistral Vibe tests with proper decoupling. Use when adding behavior coverage, testing ports/adapters, replacing brittle mocks, creating fakes, adding characterization tests before…
End-to-end test TrueSheet on the iOS simulator, the Android emulator, and mobile web (Safari / Chrome) — build and install the bare example or serve the expo example on web, drive the repro screens…
Vitest fast unit testing framework powered by Vite with Jest-compatible API. Use when writing tests, mocking, configuring coverage, or working with test filtering and fixtures.
Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants integration tests.
Use this agent when implementation is complete and code needs to be verified before committing or creating a PR. Triggers on phrases like "run quality gates", "check code quality", "run qa", "verify…
Execute implementation tasks using Test-Driven Development methodology
Use when the user asks to "QA my conversion tracking before launch", "check my UTMs / pixel / event firing", "set up a tracking pre-flight", or "set the dedup rule so Meta and Google stop…
Use when creating, changing, running, or debugging shell-based `but` CLI performance scenarios under `crates/but/tests/performance`, including Hyperfine runs, fixture setup, setup-to-test state, and…
Use when adding or modifying tests for one of GitButler's Ratatui TUIs
Audit whether tests earn their maintenance cost and which suite owns each contract. Use when pruning redundant tests, investigating implementation coupling or test-only production hooks, reviewing…
Set up or run design QA gates — token + hardcoded-value lint, automated a11y (axe), contrast, visual regression across variants/states/themes/RTL, and the manual a11y checklist. Use when the user…
Use when writing, reviewing, or debugging Playwright tests in this repository.
Benchmark video Q&A accuracy and latency of a deployed RT-VLM (Cosmos Reason 3) via vss vlm run, using questions and videos from the DSS vss-devx-base dataset. Replaces the deprecated nat eval /…
Generate a human QA report for a window of merged PRs (date floor, PR-number floor, or default last 7 days) and ship it as a docs-only PR against `develop`. Groups work into P0/P1/P2 testing routes…
TDD orchestrator. Delegate only when the user explicitly starts an Octopus workflow.
TDD orchestrator. Delegate only when the user explicitly starts an Octopus workflow.
QA Engineer and Security Auditor agent for code review, security auditing, testing verification, compliance checking, dead code detection, and quality gates. Use after any code changes or before…
QA 总监（James Bach 思维模型）。当需要制定测试策略、发布前质量检查、Bug 分析和分类、质量风险评估时使用。
Build a QA checklist for verifying that a build matches the design. Use at implementation review. For the spec engineers build from, use `handoff-spec`.
Deprecated placeholder. Do not use; follow root AGENTS.md and package instructions instead.
Audit whether tests earn their maintenance cost and which suite owns each contract. Use when pruning redundant tests, investigating implementation coupling or test-only production hooks, reviewing…
Guides an agent through reproducing, root-causing, fixing, and validating flaky tests in the PostHog monorepo.
Gates whether a new test should exist and forces it to be efficient, protecting CI from low-value test bloat.
Guide for running local E2E tests with API server, Docker lead/worker containers, task creation, log verification, UI dashboard, and cleanup
Amazon Alexa for Shopping Q&A automation: submits questions to Amazon's Alexa/Rufus AI shopping assistant and collects response text; supports optional keyword search context (navigate to search…
Verify and release Three.js browser games: playtest QA, automated bot playtests, mobile and responsive checks, production builds, static-hosting base paths, debug gating, bundle review, screenshots,…
Answer Viking AI Search product questions, CLI usage questions, API/auth questions, configuration questions, and troubleshooting questions by grounding every claim in either the installed `vs` CLI's…
Add integration/E2E tests to existing codebase using Design Docs
Vitest fast unit testing framework powered by Vite with Jest-compatible API. Use when writing tests, mocking, configuring coverage, or working with test filtering and fixtures.
Designs and implements testing strategies for any codebase. Use when adding tests, improving coverage, setting up testing infrastructure, debugging test failures, or when asked about unit tests,…
Run scalable, isolated live QA for nac development. The top-level local orchestrator must parse n (default 4), dispatch one setup worker with this skill, copy its n assignment contracts verbatim…