Agent skills

Testing & QA skills

Read straight from the source repositories, not from submitted listings. Every skill shows what it does, what is inside, where it came from — and whether attention around its source is actually growing.

Toolclaude-code 29,140codex 4,755cursor 3,111copilot 976windsurf 55cline 34
CategoryWorkflow & Productivity 4,979AI & Agents 3,037Data & Analytics 2,345Code Review & Quality 1,376Backend & API 1,244Security 1,194Design & Presentation 1,154Documentation 965Content & Marketing 916Testing & QA 777DevOps & Cloud 576Databases 550Frontend 469Business & Finance 328Media & Video 257Other 9,833
1,723 found
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real-estate-content-productionProvider-independent real estate media production for listing photos, virtual staging, property videos, walkthrough reels…calesthioReality TestingReality is the ultimate judge. Use when need to ground insights in experience, test if it actually works, or validate through…majiayu000recraft-image-designDesign and produce raster images, native SVG artwork, brand-controlled visuals, and documented image edits with Recraft's API.…calesthioreference-media-analysisProvider-independent reference media analysis for generated-media production. Use when an agent must analyze reference images…calesthiorelay-reconMap the full CI/CD pipeline — triggers, build, test, deploy flow — with risk assessment. Use when asked "how does this deploy"…jeremylongshorewritesremotion-video-compositionProvider-independent production workflow for assembling generated or sourced media into React/Remotion videos. Use when an agent…calesthioresearch-brainstormerTransform research ideas into actionable experiments with hypotheses, iteration rewards, and completion criteria. Use when…majiayu000Research Ladder (right-sized depth)A tiered approach to answering research questions with clear stop rules, evidence capture, and escalation to Tavily/Playwright…majiayu000researchers-journalismInvestigative articles, interviews, news coveragemajiayu000writesresemble-chatterboxUse Resemble AI Chatterbox for text-to-speech and voice-cloning workflows, including local open-weight Chatterbox, Chatterbox…calesthiorevenuecat-testingUse when testing RevenueCat purchases/subscriptions, setting up sandbox testing, debugging a purchase/restore/trial, verifying…evancarewrite-planAuthor a long-running multi-file rewrite plan that subsequent patch-edit + diff-review + build-test stages will execute, with…nexu-iobio-rnaseq-qcRNA-seq specific quality control including rRNA contamination detection, strandedness verification, gene body coverage, and…majiayu000roadmap-managementRoadmap parsing, analysis, and mutation operations for ROADMAP.md. Handles phase and milestone lifecycle including add, insert…a5c-aiwritesroot-level-skill-fixtureMinimal fixture skill for regression coverage of root-level SKILL.md discovery. Use when validating that find_skill_files picks…jeremylongshorerule-effectivenessAnalyze which rules are actively used vs inert. Detect coverage gaps. Recommend pruning to reduce token consumption.majiayu000runway-imageGenerate, edit, and iterate still images with Runway's official API, especially native Gen-4 Image and Gen-4 Image Turbo…calesthiosaas-product-demo-productionProvider-independent workflow for producing SaaS and software product demo videos, including app walkthroughs, feature launches…calesthiosanger-chromatogram-qaAssess Sanger sequencing chromatogram quality, detect mixed peaks, confirm variants, and flag samples requiring repeat sequencing.majiayu000satellite-analysisSatelliteAnalysis.jl for high-level satellite mission analysis including beta angle, eclipse time, frozen orbits, Sun-synchronous…majiayu000scaffold-analysis识别项目技术栈、测试框架和环境依赖,为 Compile ExecSpec 提供基础上下文。当需要编译 ExecSpec…majiayu000scale-gameTest at extremes (1000x bigger/smaller, instant/year-long) to expose fundamental truths hidden at normal scales. Use when…majiayu000Scale GameTest at extremes (1000x bigger/smaller, instant/year-long) to expose fundamental truths hidden at normal scalesmajiayu000scienceworld-circuit-builderThis skill constructs a simple electrical circuit by connecting components like batteries, wires, and light bulbs. Use when the…zjunlpscienceworld-object-classifierMoves a tested or examined object into a designated container (e.g., a specific colored box) based on a determined property. Use…zjunlphypothesis-generationStructured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate…majiayu000writesgtarsHigh-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED…majiayu000statsmodelsStatistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed…majiayu000scope-logic-analyzerTest equipment integration for signal analysis (oscilloscope and logic analyzer)a5c-aiwritesscript-kit-agent-workflowAutonomous fix-verify workflow for Script Kit GPUI. Use when fixing bugs, making changes, or completing tasks. Covers the…majiayu000seedance-2-0Direct ByteDance Dreamina Seedance 2.0 Standard, Fast, and Mini video production across BytePlus ModelArk and verified gateways.…calesthiobio-population-genetics-selection-statisticsDetect signatures of natural selection using Fst, Tajima's D, iHS, XP-EHH, and other selection statistics. Calculate population…majiayu000set-covering-problemWhen the user wants to solve set covering problems, determine minimum coverage sets, or optimize facility coverage. Also use when…majiayu000sigregSketched Isotropic Gaussian Regularization primitive. Scalar loss matching the embedding distribution to a standard-normal target…majiayu000simulateRun what-if scenarios to explore outcomes and test hypotheses. Use when evaluating alternatives, stress-testing designs…majiayu000writesskillgrade-gradersAuthors deterministic and LLM rubric graders for skillgrade evaluations. Use when creating scoring scripts, writing evaluation…mgechevsocial-short-productionPlan, produce, adapt, finish, deliver, and improve platform-ready short vertical social videos from a brief, script, transcript…calesthiosound-design-foleyProvider-independent sound design and Foley direction for generated media. Use when an agent must plan, prompt, source, generate…calesthiospeak-local-dev-loopConfigure Speak local development with mocked tutors and audio testing. Use when setting up a development environment…jeremylongshorewritesspec-driven-rcaUnified root cause analysis with 4-layer anti-skip enforcement for both tactical (dev workflow diagnosis) and strategic (5 Whys…majiayu000writesspec-format-experimentRun A/B experiment comparing GWT vs EARS+properties as spec formats for AI agent implementers. Generates specs in both formats…majiayu000spectron-test-setupSet up Spectron (deprecated) tests for legacy Electron application testinga5c-aiwritessplitting-datasetsSplit datasets into training, validation, and test partitions with the right stratification and temporal rules. Use as a narrow…majiayu000writessplitting-datasetsProcess split datasets into training, validation, and testing sets for ML model development. Use when requesting "split dataset"…majiayu000writesstability-ai-imageOperate Stability AI image generation, image-to-image, edit, control, background, and upscale APIs safely and reproducibly. Use…calesthiostandards-coreMap K–12 Math/ELA standards (CCSS or state) to pages, lessons, tasks, and assessments in large PDF textbooks. Use when asked to…majiayu000writesstandards-coverage-validatorValidate that curriculum fully covers required standards, check depth and rigor of coverage, verify assessment alignment, and…majiayu000statistical-analysis-advisorRecommend appropriate statistical tests (T-test, ANOVA, Mann-Whitney, etc.) based on data type, distribution, sample size, and…majiayu000
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How the catalog works
What is an agent skill?

A folder with a SKILL.md inside — instructions, and often scripts and assets, that an AI agent loads when the task matches. Claude Code, Codex, Cursor and Copilot all read the same format, so one skill usually works across them.

Where does this catalog come from?

We read 660 source repositories straight from their file trees rather than from submitted listings — what you see is what is actually published. 98 repositories were rejected because they advertise skills but contain none: link lists, not folders.

Why is there no install counter?

Because install counts live in the registry that serves `npx skills add`, and that is not ours — publishing a number we cannot verify would be worse than showing none. Instead we show where a skill comes from and whether attention around its source is actually growing, measured from our own weekly snapshots.

Do you deduplicate?

Yes, and it matters more than expected. Aggregator repositories republish the same skill in several places — one source carried 6,317 SKILL.md files for 2,001 actual skills. We collapse by folder name and keep the canonical copy, so the catalog counts things, not copies.

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