Testing Qa AI agent skills

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

Aeon
by @K-Dense-AI
This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working with temporal data,…
Deepchem
by @K-Dense-AI
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 benchmarks. Best for quick…
Triage
by @herdrdev
Triage open herdr GitHub issues into a concise decision-first Markdown table. Use when the user says "triage", asks to triage open issues, asks which issues need attention, or wants issue priority/recommendation lights for herdr.
Testerarmy Cli
by @novuhq
Use TesterArmy CLI to create, organize, and run dashboard-managed QA tests. Prefer saved tests, groups, project context, credentials, and remote runs over one-off local prompts. Trigger when defining regression coverage, adding…
Javascript Testing Patterns
by @wshobson
Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use when writing…
Llm Evaluation
by @wshobson
Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or establishing evaluation…
Temporal Python Testing
by @wshobson
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 workflow tests or debugging test…
E2e Testing Patterns
by @wshobson
Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky tests, or establishing testing…
Web3 Testing
by @wshobson
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 validating DeFi protocols.
Data Quality Frameworks
by @wshobson
Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.
Airflow Dag Patterns
by @wshobson
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.
Breakdown Plan
by @github
Issue Planning and Automation prompt that generates comprehensive project plans with Epic > Feature > Story/Enabler > Test hierarchy, dependencies, priorities, and automated tracking.
Create Agentsmd
by @github
Prompt for generating an AGENTS.md file for a repository
Launch
by @Yeachan-Heo
Shipyard's governed delivery pipeline — converge the mission, synthesize a durable spec, decompose vertical-slice tickets with blocking edges, run the frontier in parallel via team, close with verification, and report with a…
Trace
by @Yeachan-Heo
Evidence-driven tracing lane that orchestrates competing tracer hypotheses in Claude built-in team mode
Quant Statistics
by @HKUDS
Quantitative statistical methods: ADF unit-root / cointegration tests, GARCH volatility modeling, regression diagnostics (heteroskedasticity / autocorrelation), Bootstrap, and hypothesis testing.
Find Skills
by @vercel-labs
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the…
Langsmith Observability
by @davila7
LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating model outputs against datasets, monitoring production systems, or building systematic testing pipelines for AI…
Blip 2 Vision Language
by @davila7
Vision-language pre-training framework bridging frozen image encoders and LLMs. Use when you need image captioning, visual question answering, image-text retrieval, or multimodal chat with state-of-the-art zero-shot performance.
Add Mnemon
by @nanocoai
Add persistent graph-based memory via mnemon. Agents recall past context before responding and remember insights after each turn.
Add Rtk
by @nanocoai
Install rtk token-compression proxy into agent containers. Routes Bash tool calls through rtk for 60–90% token savings on dev commands (git, cargo, pytest, docker, kubectl, etc.).
Agent Evaluation
by @davila7
Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world benchmarks Use when: agent…
Cli Command
by @ComposioHQ
Design, implement, or review Composio CLI commands under ts/packages/cli using Effect, effect/unstable/cli, services, output conventions, configuration and environment variables, and local vendor references. Use for CLI command…
Typescript Testing
by @ComposioHQ
Select and run TypeScript SDK verification for packages, examples, type checks, linting, builds, Vitest suites, Effect v4 CLI tests, and runtime E2E tests. Use when adding tests, diagnosing TypeScript CI, choosing a focused test…
Python Testing
by @ComposioHQ
Select and run Python SDK verification with nox, Makefile targets, Ruff, mypy, pytest markers, sanity tests, type inference checks, and build checks. Use when adding Python tests, diagnosing Python CI, or validating Python…
Reference Pack
by @garrytan
Reference skill demonstrating the 10/10 skillpack contract. Adds a "what does this skillpack do" answer to the user's agent.
Maintain
by @garrytan
Brain health checks: back-link enforcement, citation audit, filing validation, stale info detection, orphan pages, and benchmarks. Use when asked to check brain health, run maintenance, or audit quality.
Code Review
by @langchain-ai
Perform a structured code review of changes, checking for correctness, style, tests, and potential issues.
Playwright Interactive
by @openai
Persistent browser and Electron interaction through `js_repl` for fast iterative UI debugging.
Cmux Testing
by @manaflow-ai
Choose scoped cmux verification, add behavioral tests, and validate Swift test targets and wiring. Use when adding tests or deciding what local/CI evidence a change needs.
Test Scenarios
by @phuryn
Create comprehensive test scenarios from user stories with test objectives, starting conditions, user roles, step-by-step actions, and expected outcomes. Use when writing QA test cases, creating test plans, defining acceptance…
Brainstorm Okrs
by @phuryn
Brainstorm team-level OKRs aligned with company objectives — qualitative objectives with measurable key results. Use when setting quarterly OKRs, aligning team goals with company strategy, drafting objectives, or learning how to…
Gate Check
by @Donchitos
Ready to advance between development phases? PASS/CONCERNS/NOT ASSESSED/FAIL with blockers and required artifacts. 'Can we move to production?'
Test Evidence Review
by @Donchitos
Quality review of test files and evidence — goes beyond existence, evaluates assertion coverage. ADEQUATE/INCOMPLETE/MISSING/NOT ASSESSED per story.
Team Qa
by @Donchitos
Orchestrate the QA team through a full testing cycle — qa-lead strategy and test plan, qa-tester case writing, execution, sign-off.
Test Setup
by @Donchitos
Scaffold the test framework and CI — tests/ directory, engine test runner, GitHub Actions workflow. Once, before the first sprint.
Qa Plan
by @Donchitos
QA test plan for a sprint — classifies stories by Logic/Integration/Visual/UI, covers automated tests, manual cases, smoke scope.
Test Flakiness
by @Donchitos
Find flaky tests from CI logs — aggregates pass rates, spots intermittent failures, recommends quarantine. After multiple runs.
Localize
by @Donchitos
Localization pipeline — find hardcoded strings, extract string tables, cultural review, VO, RTL, enforce string freeze.
Smoke Check
by @Donchitos
Critical-path smoke gate before QA hand-off — runs the automated suite. A failed check means the build is not QA-ready.
Hotfix
by @Donchitos
Emergency fix bypassing normal sprint process — hotfix branch, approvals tracked, backport verified, full audit trail.
Bug Triage
by @Donchitos
Re-evaluate open bugs — priority vs severity, assign to sprints, surface systemic trends. Run when the count grows.
Soak Test
by @Donchitos
Soak test protocol for extended play — what to observe and log for slow leaks, fatigue, late-appearing edge cases.
Regression Suite
by @Donchitos
Map test coverage to GDD critical paths, find fixed bugs lacking regression tests, flag drift from new features.
Help
by @Donchitos
What should I do next? Use when stuck or you don't know what to do.
Ce Retune
by @EveryInc
Retune a skill corpus for a new model, measurement-first: mine the run archive for a baseline, establish a noise floor, audit the corpus adversarially, then cut in measured passes until a pre-registered bar clears. Requires a…
Ce Dogfood
by @EveryInc
Hands-off, diff-scoped browser QA of the active branch: maps user flows, drives a real browser, autonomously fixes small breakages with regression tests and commits, judges experience against product personas, and writes a…
Org Planning
by @anthropics
Headcount planning, org design, and team structure optimization. Trigger with "org planning", "headcount plan", "team structure", "reorg", "who should we hire next", or when the user is thinking about team size, reporting…
Testing Strategy
by @anthropics
Design test strategies and test plans. Trigger with "how should we test", "test strategy for", "write tests for", "test plan", "what tests do we need", or when the user needs help with testing approaches, coverage, or test…
Evals
by @danielmiessler
Assertion-first AI eval framework aligned to Anthropic's 'Demystifying evals for AI agents' — typed deterministic asserts + a forced-structured LLM judge over an input→assert case schema, pass^k/pass@k, capability vs regression…
Memory Systems
by @muratcankoylan
This skill should be used for persistent semantic memory in agent systems: cross-session knowledge retention, entity tracking, temporal validity, graph or vector retrieval, memory consolidation, and memory benchmark selection.…
Latent Briefing
by @muratcankoylan
This skill should be used when the user asks to "share memory between agents", "KV cache compaction for multi-agent", "orchestrator worker context", "latent briefing", "reduce worker tokens", "cross-agent memory without…
Harness Engineering
by @muratcankoylan
This skill should be used when designing autonomous agent harnesses: research loops, evaluation scaffolds, locked and editable surfaces, durable logs, novelty gates, pruning, rollback, PR preparation, and human approval…
Skillopt Sleep
by @microsoft
Use when the user wants the dsh agent to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle, skill/memory consolidation, or says things like 'make my agent better the more I use it', 'review my…
Seo Backlinks
by @AgriciDaniel
Backlink profile analysis: referring domains, anchor text distribution, toxic link detection, competitor gap analysis. Works with free APIs (Moz, Bing Webmaster, Common Crawl) and DataForSEO extension. Use when user says…
Seo Unlighthouse
by @AgriciDaniel
Multi-page Lighthouse audit via the MIT-licensed Unlighthouse CLI. Free-tier alternative to running PageSpeed against every URL on a site, no API quota burn, runs locally.
Benchmark Fp Fn Audit
by @millionco
Audit React Doctor against ReactBench or similar diagnostic benchmark corpora for confirmed false positives, false negatives, taxonomy gaps, and verifier artifacts. Use when analyzing rd.log, rd-before.json, rd-after.json,…
Fuzz
by @millionco
Fuzz React Doctor rules for crashes, slowness, false positives, and mutation-sensitive diagnostics with @react-doctor/fuzz. Use after rule tests pass, when investigating a fuzz finding, or whenever an eval, review, or user…
Pytest
by @prowler-cloud
Pytest testing patterns for Python. Trigger: When writing or refactoring pytest tests (fixtures, mocking, parametrize, markers). For Prowler-specific API/SDK testing conventions, also use prowler-test-api or prowler-test-sdk.
Playwright
by @prowler-cloud
Playwright E2E testing patterns. Trigger: When writing Playwright E2E tests (Page Object Model, selectors, MCP exploration workflow). For Prowler-specific UI conventions under ui/tests, also use prowler-test-ui.
Prowler Test Ui
by @prowler-cloud
E2E testing patterns for Prowler UI (Playwright). Trigger: When writing Playwright E2E tests under ui/tests in the Prowler UI (Prowler-specific base page/helpers, tags, flows).
Skill Creator
by @prowler-cloud
Creates new AI agent skills following the Agent Skills spec. Trigger: When user asks to create a new skill, add agent instructions, or document patterns for AI.
Vitest
by @prowler-cloud
Vitest unit testing patterns with React Testing Library. Trigger: When writing unit tests for React components, hooks, or utilities.
A Evolve
by @aiming-lab
Apply A-Evolve's agentic evolution methodology to improve AI agent performance across runs. Use when the user wants to diagnose agent failures, generate targeted skills from error patterns, evolve system prompts, or accumulate…
Run Dev Instance
by @amir20
Use when Dozzle needs to be running in a browser to test a change by hand (clicking the UI, screenshots, driving it with Chrome or Playwright). Starts an instance on a free port derived from this worktree, so several worktrees…
Update Int Snapshots
by @amir20
Use when Playwright visual snapshots in e2e/visual.spec.ts-snapshots/ need to be regenerated after a UI change (logo, theme, layout, anything that affects rendered pixels) and the integration suite needs to be rerun via make int
Statistical Reporting
by @aiming-lab
Statistical test selection, assumption checking, and APA-formatted reporting. Use when analyzing experimental results or writing results sections.
Nlp Alignment
by @aiming-lab
Best practices for LLM alignment techniques including RLHF, DPO, and instruction tuning. Use when working on alignment or safety.
Cv Detection
by @aiming-lab
Best practices for object detection tasks. Use when working on COCO, VOC, or detection architectures like YOLO and DETR.
Cv Classification
by @aiming-lab
Best practices for image classification tasks. Use when working on CIFAR, ImageNet, or other classification benchmarks.
Pytorch Training
by @aiming-lab
Best practices for building robust PyTorch training loops. Use when generating or reviewing ML training code.
Login Flows
by @andrewyng
Common login automation patterns for web apps using Playwright
Dev
by @microsoft
Development workflows for the playwright-cli repository. Use when the user asks about rolling dependencies, releasing, or other repo maintenance tasks.
Flutter Dev
by @MiniMax-AI
Flutter cross-platform development guide covering widget patterns, Riverpod/Bloc state management, GoRouter navigation, performance optimization, and platform-specific implementations. Includes const optimization, responsive…
React Native Dev
by @MiniMax-AI
React Native and Expo development guide covering components, styling, animations, navigation, state management, forms, networking, performance optimization, testing, native capabilities, and engineering (project structure,…
Motion Showreel
by @ConardLi
用代码制作以图形、文字或界面动画为主的短视频（常见 5–60 秒，纯音乐片最长约 2 分钟），输出 MP4 和可编辑源码：产品宣传短片、动效作品集、UI 动效演示、动态排版与金句卡点、Logo 演绎与片头、生成艺术循环、年代回顾短片。配乐可选：代码合成，或按用户提供的曲子卡点。用户想做这类短视频或动效时使用，例如「做个 15 秒动效视频」「做个 Logo 动画 /…
Testing
by @elie222
Guidelines for testing the application with Vitest, including unit tests, integration tests (emulator), AI tests, and eval suites for LLM features
Test Feature
by @elie222
End-to-end feature testing — browser QA, API verification, eval tests, or any combination. Covers browser interactions (via agent-browser CLI), Google Workspace operations (gws CLI), API calls, and LLM eval tests. Can also…
Qa Label
by @elie222
Label a PR as ready for QA so the QA server picks it up automatically
Write Tests
by @elie222
Write focused unit tests for backend and utility logic
Phoenix Evals
by @Arize-ai
Build and run evaluators for AI/LLM applications using Phoenix.
Phoenix Client Development
by @Arize-ai
Development guide for the @arizeai/phoenix-client TypeScript SDK — run and resume experiments, manage OpenTelemetry tracer providers with stack-based attach/detach, and write vitest unit and integration tests. Use when adding…
Phoenix Playwright Tests
by @Arize-ai
Write Playwright E2E tests for the Phoenix AI observability platform. Use when creating, updating, or debugging Playwright tests, or when the user asks about testing UI features, writing E2E tests, or automating browser…
Pxi Eval Dataset
by @Arize-ai
Generate synthetic evaluation datasets for the PXI eval harness (evals/pxi/). Use whenever the user asks to create, author, draft, expand, or audit an eval dataset for a PXI tool, skill, or behavior — including phrases like…
Create Task
by @Arize-ai
Create a new Harbor task for evaluating agents. Use when the user wants to scaffold, build, or design a new task, benchmark problem, or eval. Guides through instruction writing, environment setup, verifier design (pytest vs…
Phoenix Pxi Playwright
by @Arize-ai
Write, extend, and debug PXI Playwright E2E tests for Phoenix. Use when adding PXI agent frontend specs, authoring LLM-as-judge rubrics, asserting PXI tool use, persisting PXI test runs as Phoenix experiments, or debugging PXI…
Test Master
by @Jeffallan
Generates test files, creates mocking strategies, analyzes code coverage, designs test architectures, and produces test plans and defect reports across functional, performance, and security testing disciplines. Use when writing…
Nestjs Expert
by @Jeffallan
Creates and configures NestJS modules, controllers, services, DTOs, guards, and interceptors for enterprise-grade TypeScript backend applications. Use when building NestJS REST APIs or GraphQL services, implementing dependency…
Php Pro
by @Jeffallan
Use when building PHP applications with modern PHP 8.3+ features, Laravel, or Symfony frameworks. Invokes strict typing, PHPStan level 9, async patterns with Swoole, and PSR standards. Creates controllers, configures middleware,…
Csharp Developer
by @Jeffallan
Use when building C# applications with .NET 8+, ASP.NET Core APIs, or Blazor web apps. Builds REST APIs using minimal or controller-based routing, configures database access with Entity Framework Core, implements async patterns…
Playwright Expert
by @Jeffallan
Use when writing E2E tests with Playwright, setting up test infrastructure, or debugging flaky browser tests. Invoke to write test scripts, create page objects, configure test fixtures, set up reporters, add CI integration,…
Angular Architect
by @Jeffallan
Generates Angular 17+ standalone components, configures advanced routing with lazy loading and guards, implements NgRx state management, applies RxJS patterns, and optimizes bundle performance. Use when building Angular 17+…
Legacy Modernizer
by @Jeffallan
Designs incremental migration strategies, identifies service boundaries, produces dependency maps and migration roadmaps, and generates API facade designs for aging codebases. Use when modernizing legacy systems, implementing…
Cli Developer
by @Jeffallan
Use when building CLI tools, implementing argument parsing, or adding interactive prompts. Invoke for parsing flags and subcommands, displaying progress bars and spinners, generating bash/zsh/fish completion scripts, CLI design,…
Principle Explain The Number
by @cursor
Apply before you trust, report, or act on a number you measured: a speedup, a regression, a throughput, a latency, or an eval result. Find what limits it, and rule out that it measured something other than the work you think.
Benchmark Checklist
by @cursor
Vet a perf measurement (limiter, tuning, limits, errors, repeatability, relevance, and whether the work happened) before you report or act on it. Use when you run a benchmark or report a speedup or regression you measured.
Find Skills
by @google
Discover/install NEW agent skills from external sources (skills.sh). Use for capabilities you lack, e.g. "find a skill for X". Do NOT use to list skills you already have; see `<available_skills>`.
Dbs Benchmark
by @dontbesilent2025
用五重过滤法寻找值得模仿的对标，并排除主体差异造成的噪音。用户要求找对标、选择模仿对象或分析竞争参照时使用。
Reddit Fetch
by @ykdojo
Fetch content from Reddit via its JSON API using a browser session (DuckDuckGo-hop unlock). Use when accessing Reddit URLs, researching topics on Reddit, or when Reddit returns 403/blocked errors.
Inkos Short Market Research
by @Narcooo
商业短篇市场、平台样本、标题与移动端阅读趋势研究。Use for evidence-based short-fiction market research.