Testing Qa AI agent skills

1,183 skills in the archive. Read a skill’s instructions or open its original repository.

• Android Testing

  by @HoangNguyen0403

  Write Android unit, Compose UI, and Hilt-integrated tests. Use when designing test behavior with MockK or coroutine test utilities; defer database/WorkManager-specific recipes to the owning feature skill.

• Firewall Review

  by @transilienceai

  Evidence-safe firewall ruleset audit reference specification — 22 documented detector patterns (17 vendor-agnostic plus 5 FortiGate-specific), a 15-check semantic catalogue, CIS Fortinet FortiGate Benchmark guidance, a custom…

• Ln 52 Delivery Reviewer

  by @levnikolaevich

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

• Ln 12 Product Requirements Builder

  by @levnikolaevich

  Defines product requirements, business rules and acceptance criteria for a committed intent; edits product docs only.

• Ln 43 Code Modernizer

  by @levnikolaevich

  Modernizes a bounded capability to reduce demonstrated maintenance cost; not routine upgrades or performance tuning.

• Ln 54 Codebase Auditor

  by @levnikolaevich

  Audits cross-cutting codebase health, security and maintainability; not a single-change review or specialist audit.

• Ln 72 Product Outcome Evaluator

  by @levnikolaevich

  Evaluates observed product outcomes against a prior hypothesis; does not run experiments or change user treatment.

• Ln 41 Surgical Change Implementer

  by @levnikolaevich

  Implements one scoped feature or fix through the smallest complete solution; not upgrades or performance tuning.

• Ln 24 Architecture Decision Recorder

  by @levnikolaevich

  Records one architecture decision with alternatives, consequences and status; does not design the whole system.

• Ln 33 Plan Reviewer

  by @levnikolaevich

  Reviews a concrete implementation plan for missing decisions, feasibility and risk before execution; read-only.

• Ln 23 System Design Proposal Builder

  by @levnikolaevich

  Designs target system boundaries, contracts and tradeoffs from requirements; does not plan tasks or implement.

• Ln 13 Interaction Design Builder

  by @levnikolaevich

  Designs user flows, interaction states and mockups for a defined product scope; does not implement UI code.

• Ln 21 System Design Baseline Builder

  by @levnikolaevich

  Defines measurable architecture drivers and constraints before system design; edits architecture docs only.

• Ln 26 Architecture Migration Planner

  by @levnikolaevich

  Plans architecture migrations with compatibility, data safety, rollout and recovery; does not execute them.

• Ln 56 Architecture Auditor

  by @levnikolaevich

  Audits implemented architecture boundaries, dependencies and ownership; not target design or plan review.

• Ln 22 Current Architecture Documenter

  by @levnikolaevich

  Documents current architecture from implementation evidence; does not propose a target or audit fitness.

• Ln 51 Acceptance Test Builder

  by @levnikolaevich

  Builds, updates or retires scoped acceptance tests and verifies execution; does not repair product code.

• Ln 63 Deployment Engineer

  by @levnikolaevich

  Prepares CI/CD and infrastructure, then executes authorized deployments with health and recovery checks.

• Ln 64 Community Announcer

  by @levnikolaevich

  Drafts or publishes authorized, fact-checked GitHub Discussions announcements; does not create releases.

• Ln 11 Opportunity Evaluator

  by @levnikolaevich

  Evaluates new product opportunities through demand, channels and economics before committing to build.

• Ln 42 Dependency Upgrader

  by @levnikolaevich

  Upgrades dependencies in reversible batches with version-specific compatibility and regression checks.

• Ln 55 Test Suite Auditor

  by @levnikolaevich

  Audits existing tests for risk coverage, reliable oracles and maintenance value; does not edit tests.

• Ln 45 Benchmark Comparator

  by @levnikolaevich

  Compares tools or implementations through controlled benchmarks and independent correctness checks.

• Ln 62 Release Publisher

  by @levnikolaevich

  Prepares and publishes an explicitly requested tagged GitHub release; does not deploy applications.

• Ln 71 Operations Investigator

  by @levnikolaevich

  Diagnoses incidents from operational evidence and proposes recovery; does not change live systems.

• Ln 31 Delivery Plan Builder

  by @levnikolaevich

  Builds dependency-ordered delivery plans from requirements and repository evidence; read-only.

• Ln 61 Repository Publisher

  by @levnikolaevich

  Commits, pushes and remotely verifies authorized repository changes; does not create releases.

• Ln 44 Performance Optimizer

  by @levnikolaevich

  Profiles and improves a measured performance bottleneck; retains only verified improvements.

• Ln 53 Documentation Auditor

  by @levnikolaevich

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

• Ln 81 Skill Reviewer

  by @levnikolaevich

  Reviews skill instructions, trigger boundaries and distribution contracts; not product code.

• Ln 32 Test Strategy Planner

  by @levnikolaevich

  Plans risk-based test portfolios and acceptance evidence; does not write or execute tests.

• Ln 57 Persistence Auditor

  by @levnikolaevich

  Audits queries, transactions, consistency and persistence resource lifetimes; read-only.

• Ln 25 Architecture Diagram Builder

  by @levnikolaevich

  Creates evidence-backed current or target architecture diagrams; not UI design.

• Test

  by @rsmdt

  Use when completing implementation, fixing bugs, refactoring code, or any time you need to verify the test suite passes. Also use when tests fail and you hear "pre-existing" or "not my changes" — enforces strict code ownership.…

• Testing

  by @rsmdt

  Writing effective tests and running them successfully. Covers layer-specific mocking rules, test design principles, debugging failures, and flaky test management. Use when writing tests, reviewing test quality, or debugging test…

• Qa/E2e Playwright

  by @echoVic

  Playwright E2E 测试完整方法论，涵盖项目初始化、Page Object Model、认证复用、API Mock、视觉回归、多浏览器测试、CI 集成和调试技巧

• Qa/Test Strategy

  by @echoVic

  测试策略和测试金字塔原则，定义单元测试、集成测试、E2E测试的分布和覆盖要求

• Backend/Testing Guide

  by @echoVic

  后端测试编写指南，包括单元测试、集成测试和E2E测试的编写方法和最佳实践

• Frontend/Testing Guide

  by @echoVic

  前端测试编写指南，包括单元测试、集成测试和E2E测试的编写方法和最佳实践

• Frontend/Component Development

  by @echoVic

  前端组件开发方法论，包括组件设计原则、状态管理、样式实现和性能优化

• Shared/Tech Stack Detection

  by @echoVic

  检测项目技术栈的通用方法，通过分析配置文件识别语言、框架、工具链

• Qa/Test Execution

  by @echoVic

  测试执行方法，包含测试框架检测、测试运行、结果解析

• Create Custom Grader

  by @NVIDIA

  Use when converting an existing benchmark, rubric, verifier, task YAML/JSON, or domain check into SkillEvaluator BYOG/BYOT custom evaluation.

• Reality Verification

  by @tzachbon

  This skill should be used when the user asks to "verify a fix", "reproduce failure", "diagnose issue", "check BEFORE/AFTER state", "VF task", "reality check", "check test quality", "mock-only tests", or needs guidance on…

• Verify

  by @oliver-kriska

  Verify Elixir/Phoenix changes — compile, format, and test in one loop. Use after implementation, before PRs, or after fixing bugs.

• Nowen Product Assetization

  by @cropflre

  将 Nowen Note 的用户需求、Issue、Bug 和工程投入转化为可复用的长期产品资产。用于需求分析、架构设计、Bug 修复、功能实现、测试设计、插件/API 评估、文档与社区增长决策。

• Generate Tests

  by @coco-research

  Use when asked to generate tests for a file, module or component, to raise coverage, or to bootstrap a suite for untested code. Detects the project's test framework and conventions first, then writes unit, integration and…

• Test

  by @bitwize-music-studio

  Runs automated tests to validate plugin integrity across 14 categories. Use before creating PRs, after making changes to skills or templates, or to verify plugin health.

• Ops Mcp

  by @Lifecycle-Innovations-Limited

  OPS on-demand: This skill should be used when the user asks to "MCP down", "reconnect MCP", or…

• Academic Paper Strategist

  by @AAASS554

  Use when the user needs to plan, de-risk, or ground a software engineering / computer science undergraduate thesis from a real codebase before final writing. Trigger for requests such as "根据项目写毕业论文", "先做论文大纲", "用真实项目材料规划论文",…

• Omd:Reference Capture

  by @kwakseongjae

  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 가져와줘', 'X 사이트 패칭', 'X reference…

• Cubeplex Tdd

  by @cubeplexai

  Use when implementing a cubeplex feature, business rule, reusable core behavior, or a bug fix whose contract will keep evolving — the red→green→refactor loop. This skill is the TDD loop and the when-to-TDD judgment; it defers…

• Agent Benchmark

  by @vibeeval

  Framework for measuring and tracking agent response quality over time. Detects regressions before they reach production. Use when evaluating agent changes, auditing quality, or establishing performance baselines.

• Omd Lab 01 Designmd Impact

  by @kwakseongjae

  Archived DESIGN.md impact experiment compatibility gate. Use when an old Lab #01 run is requested, but do not generate new legacy 9/12-section documents; direct new experiments to the Core v2 benchmark track.

• Experiment Engine

  by @vibeeval

  Otonom deney dongusu. Kod degisikligi yap, olc, karsilastir, kabul et veya geri al. Metrik bazli karar verme ile performans, boyut veya kalite optimizasyonu. Tek basina veya agent ile kullan.

• Cto Advisor

  by @vibeeval

  CTO-level advisory - build vs buy decisions, tech debt quantification, team scaling, ADRs, technology evaluation (RICE), budget planning, TCO, vendor management, DORA/SPACE metrics

• Accessibility Testing

  by @vibeeval

  axe-core integration, WCAG 2.2 AA checklist, keyboard navigation testing, screen reader testing, and ARIA pattern validation.

• Pr Test Automation

  by @greenfield-inc

  Run first-pass automated manual testing for PRs that are reviewed or nearly ready to merge. Use when the user asks to test a PR/branch/worktree, validate product flows, exercise browser or CLI workflows, map changed UI journeys…

• Quick Verify

  by @greenfield-inc

  Use while working to confirm a change does what you meant before moving on. Observe its real effect the way a user or caller would, compare that with your intent, fix what is off, and observe again.

• Review

  by @greenfield-inc

  Review a PR against its linked issue, repository checks, correctness, architecture, and applicable conventions. Post structured findings as a PR review.

• Evaluating Llms

  by @ancoleman

  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 production deployment.

• Revyl Cli Optimize Tests

  by @RevylAI

  Optimize existing Revyl YAML tests by converting granular, button-press-level steps into intent-driven natural-language instructions, reducing step count and run time without losing coverage. Supports a deep mode that inspects…

• Change Review

  by @nightly-labs

  Review a proposed code change for bugs, regressions, and missing behavior checks. Use with a diff and repository context.

• Bug Triage

  by @nightly-labs

  Turn a bug report, logs, and reproduction steps into a testable diagnosis and a focused fix plan.

• Review Testing

  by @posit-dev

  Review test code for quality, design, and completeness after implementing a feature or fixing a bug. Use when the user asks to "review my tests", "check my test quality", "are these tests good enough", "review testing", or after…

• 01 Acceptance Qa

  by @ai-driven-dev

  Validate a reviewed candidate's observable behavior against its acceptance criteria and record short named videos as reviewer evidence. Use when acceptance criteria exist and a browser-observable journey needs proof it holds. Do…

• Tools

  by @ai-driven-dev

  Defines or modifies what the project targets, under src/contexts/tools/ — an AI/IDE tool profile, its build contract, the content-translation capability classes it composes (agents/skills/commands/rules/hooks), and its own…

• Test

  by @ai-driven-dev

  Holds the two testing disciplines this package learned by paying for them, and points at the rest. Use when writing or changing a test under tests/, touching a golden snapshot, or fixing a user-reported bug. Do NOT use for tier…

• Generating Baseline Profiles

  by @skydoves

  Use this skill to generate and measure Jetpack Compose Baseline Profiles end-to-end with the AGP 8.2+ Baseline Profile Generator module and the Macrobenchmark harness. Covers writing the `BaselineProfileRule` journey for cold…

• Auditing Compose Performance

  by @skydoves

  Use this skill to run an end-to-end Jetpack Compose performance audit when the symptom is broad ("the app feels sluggish", "scroll is rough everywhere", "we're starting a perf sprint", "what should we fix first?"). Orchestrates…

• Tracing Recompositions At Runtime

  by @skydoves

  Use this skill to instrument a Jetpack Compose composable with `@TraceRecomposition` from `skydoves/compose-stability-analyzer` so per-recomposition diffs (which state or parameter changed, what value transition) print to logcat…

• Testing Compose In Release Mode

  by @skydoves

  Use this skill to ensure Jetpack Compose performance numbers reflect production reality by measuring against a release variant with R8 enabled, Live Literals disabled, and Compose Compiler reports read from the release output…

• Enforcing Stability In Ci

  by @skydoves

  Use this skill to set up a CI gate that fails the build when Compose stability silently regresses, using the `skydoves/compose-stability-analyzer` Gradle plugin (primary) or the `j-roskopf/ComposeGuard` plugin (alternative for…

• Iterating With Ai And Mcp

  by @skydoves

  Use this skill to drive Compose HotSwan from an AI agent (Claude Code, Cursor, any MCP client) so the agent can edit a Kotlin file, trigger a hot reload, capture a device screenshot, evaluate the result against a design intent,…

• Translate

  by @ai-driven-dev

  Builds the canonical-source-to-target-native translation pipeline under src/contexts/translate/ — target-aware content transforms, the plugin content translator, and the build strategies behind `aidd translate` and `aidd sync`.…

• Browser Automation

  by @claude-office-skills

  Automate web browser interactions, scraping, testing, and workflow automation with Puppeteer/Playwright

• Pipeline Auditor

  by @WILLOSCAR

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

• Citation Anchoring

  by @WILLOSCAR

  Regression-check citation anchoring (citations stay in the same subsection) to prevent “polish drift” that breaks claim→evidence alignment.

• Agent Project Guidelines Example

  by @Dokhacgiakhoa

  Project Guidelines Skill (Example)

• Browser Automation

  by @Dokhacgiakhoa

  Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, and anti-detection patterns. This…

• Code Navigation

  by @pilinux

  Rapid, focused navigation to locate definitions/usages and map the impact of proposed changes.

• Audit Validator Independence

  by @yogsoth-ai

  Audit whether a validator, benchmark, sandbox, or test can pass by construction because it embeds the same assumptions as the theory it claims to validate. Build a claim×validator-assumption matrix and demand at least one…

• Audit Benchmark Validity

  by @yogsoth-ai

  Treat benchmarks as scientific measurement instruments: audit construct validity, contamination, metric pathology, coverage, leaderboard dynamics, and protocol drift.

• Coverage White Space Search

  by @yogsoth-ai

  Map known methods against problem/parameter space and generate candidates from uncovered and weakly covered intersections. Acquisition mechanism is runtime-selected.

• Audit Reporting Quality

  by @yogsoth-ai

  Audit whether a research/evaluation artifact reports the information needed for interpretation and reproduction, using a domain-appropriate checklist.

• Analyze Heterogeneity

  by @yogsoth-ai

  Identify clinical, methodological, and statistical heterogeneity sources and prioritize subgroup/meta-regression/outlier investigation.

• Assess Construct Validity

  by @yogsoth-ai

  Assess whether a benchmark measures its claimed capability using content, convergent, discriminant, and confound analysis.

• Remote Tests

  by @deonmenezes

  Testing against remote executors in integration tests.

• Code Review Testing

  by @deonmenezes

  Test authoring guidance

• Pipeline Health

  by @davekilleen

  Analyze pipeline coverage and forecast confidence from configured sales definitions

• Qe Browser

  by @proffesor-for-testing

  Browser automation for QE agents using Vibium (WebDriver BiDi) with assertions, batch execution, visual diff, prompt-injection scanning, and semantic intents. Use when any QE skill needs to drive a real browser — visual testing,…

• Qcsd Ideation Swarm

  by @proffesor-for-testing

  Use when running Quality Criteria sessions during PI/Sprint planning with HTSM v6.3, Risk Storming, or Testability analysis in the QCSD Ideation phase.

• Qe Test Generation

  by @proffesor-for-testing

  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 new or changed code, filling…

• Api Testing Patterns

  by @proffesor-for-testing

  Comprehensive API testing patterns including contract testing, REST/GraphQL testing, and integration testing. Use when testing APIs or designing API test strategies.

• Qe Coverage Analysis

  by @proffesor-for-testing

  Analyzes test coverage data (Istanbul, c8, lcov) to identify uncovered lines, branches, and functions with risk-weighted gap detection. Use when analyzing coverage reports, identifying coverage gaps, comparing coverage between…

• Qe Quality Assessment

  by @proffesor-for-testing

  Evaluates code quality through complexity analysis, lint results, code smell detection, and test health metrics. Use when assessing deployment readiness, configuring quality gates, scoring a codebase for release, or generating…

• Qe Test Execution

  by @proffesor-for-testing

  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, handling flaky tests, configuring…

• Regression Testing

  by @proffesor-for-testing

  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 optimizing test execution for…

• Enterprise Integration Testing

  by @proffesor-for-testing

  Use when testing enterprise integrations across SAP, middleware, WMS, or backend systems, validating E2E enterprise flows, testing SAP-specific patterns (RFC, BAPI, IDoc, OData, Fiori), or enforcing cross-system quality gates.

• A11y Ally

  by @proffesor-for-testing

  Use when running comprehensive WCAG accessibility audits with axe-core + pa11y + Lighthouse, generating context-aware remediation, or testing video accessibility. Supports 3-tier browser cascade with graceful degradation.