Agent skills that ask for Read
A skill is a Markdown file that tells a coding agent how to do one job. We parse every one we can find — the frontmatter, the outline, the languages in its code blocks — so you can look for the one that fits instead of reading through a repository to find out.
69,865 skills from 9,574 repositories, last read 11 September 2026.
Skills declare what they need inconsistently: 58.8% name the languages they run, 11.2% list the tools they ask for, and 4.6% give themselves a category. Filtering narrows to the ones that said so, never to the ones that are.
- omniverse-usd-performance-tuningNVIDIA/skills
- physical-ai-defect-image-generationNVIDIA/skills
- physical-ai-infrastructure-setup-and-resilient-scalingNVIDIA/skills
- physical-ai-neural-reconstructionNVIDIA/skills
- tilegym-converting-cutile-to-tritonNVIDIA/skills
- warp-compile-time-optimizerNVIDIA/skills
- ios-agent-skillNagarjuna2997/ios-agent-skill
- deep-analysisNikitaDmitrieff/auto-co-meta
- scientific-critical-thinkingNikitaDmitrieff/auto-co-meta
- brand-mention-monitorNimbleway/agent-skills
- company-deep-diveNimbleway/agent-skills
- competitor-intelNimbleway/agent-skills
- competitor-positioningNimbleway/agent-skills
- healthcare-providers-verifyNimbleway/agent-skills
- healthcare-providers-extractNimbleway/agent-skills
- healthcare-providers-enrichNimbleway/agent-skills
- launch-monitorNimbleway/agent-skills
- local-placesNimbleway/agent-skills
- market-finderNimbleway/agent-skills
- meeting-prepNimbleway/agent-skills
- nimble-databricks-data-productsNimbleway/agent-skills
- seo-intelNimbleway/agent-skills
- talent-sourcingNimbleway/agent-skills
- unikit-architectureNintendaDev/unikit-ai
- unikit-commitNintendaDev/unikit-ai
- unikit-devcontextNintendaDev/unikit-ai
- unikit-docsNintendaDev/unikit-ai
- unikit-evolveNintendaDev/unikit-ai
- unikit-exploreNintendaDev/unikit-ai
- unikit-fixNintendaDev/unikit-ai
- unikit-gd-applyNintendaDev/unikit-ai
- unikit-gd-brainstormNintendaDev/unikit-ai
- unikit-gd-contentNintendaDev/unikit-ai
- unikit-gd-docsNintendaDev/unikit-ai
- unikit-gd-exploreNintendaDev/unikit-ai
- unikit-gd-flowNintendaDev/unikit-ai
- unikit-gd-reconNintendaDev/unikit-ai
- unikit-gd-reviewNintendaDev/unikit-ai
- unikit-gd-specNintendaDev/unikit-ai
- unikit-gd-systemNintendaDev/unikit-ai
- unikit-gd-verifyNintendaDev/unikit-ai
- unikit-helpNintendaDev/unikit-ai
- unikit-implementNintendaDev/unikit-ai
- unikit-improveNintendaDev/unikit-ai
- unikit-mcp-auditNintendaDev/unikit-ai
- unikit-mcp-trapNintendaDev/unikit-ai
- unikit-memoryNintendaDev/unikit-ai
- unikit-planNintendaDev/unikit-ai
- unikit-reviewNintendaDev/unikit-ai
- unikit-roadmapNintendaDev/unikit-ai
- unikit-rules-registryNintendaDev/unikit-ai
- unikit-rulesNintendaDev/unikit-ai
- unikit-skills-contextNintendaDev/unikit-ai
- unikit-todoNintendaDev/unikit-ai
- unikit-verifyNintendaDev/unikit-ai
- unikitNintendaDev/unikit-ai
- iphoneclawNoEdgeAI/iphoneclaw
- add-mcp-toolNosmoht/talos-mcp-server
- guard-mutating-toolNosmoht/talos-mcp-server
- refresh-tool-inventoryNosmoht/talos-mcp-server
- release-preflightNosmoht/talos-mcp-server
- humanizerNulightJens/humanizer-stack
- dspy-adapters-multimodalOmidZamani/dspy-skills
- dspy-advanced-module-compositionOmidZamani/dspy-skills
- dspy-better-togetherOmidZamani/dspy-skills
- dspy-bootstrap-fewshotOmidZamani/dspy-skills
- dspy-custom-module-designOmidZamani/dspy-skills
- dspy-debugging-observabilityOmidZamani/dspy-skills
- dspy-embedding-retrievalOmidZamani/dspy-skills
- dspy-evaluation-suiteOmidZamani/dspy-skills
- dspy-finetune-bootstrapOmidZamani/dspy-skills
- dspy-gepa-reflectiveOmidZamani/dspy-skills
- dspy-haystack-integrationOmidZamani/dspy-skills
- dspy-mcp-tool-integrationOmidZamani/dspy-skills
- dspy-miprov2-optimizerOmidZamani/dspy-skills
- dspy-optimize-anythingOmidZamani/dspy-skills
- dspy-optimizer-selectionOmidZamani/dspy-skills
- dspy-output-refinement-constraintsOmidZamani/dspy-skills
- dspy-production-deploymentOmidZamani/dspy-skills
- dspy-rag-pipelineOmidZamani/dspy-skills
- dspy-react-agent-builderOmidZamani/dspy-skills
- dspy-reasoning-modulesOmidZamani/dspy-skills
- dspy-signature-designerOmidZamani/dspy-skills
- dspy-simba-optimizerOmidZamani/dspy-skills
- heygen-skillsOpenCoven/coven
- aris-ablation-plannerOpenLAIR/dr-claw
- aris-analyze-resultsOpenLAIR/dr-claw
- aris-arxivOpenLAIR/dr-claw
- aris-auto-paper-improvement-loopOpenLAIR/dr-claw
- aris-auto-review-loopOpenLAIR/dr-claw
- aris-comm-lit-reviewOpenLAIR/dr-claw
- aris-compute-guardOpenLAIR/dr-claw
- aris-dse-loopOpenLAIR/dr-claw
- aris-experiment-bridgeOpenLAIR/dr-claw
- aris-experiment-planOpenLAIR/dr-claw
- aris-feishu-notifyOpenLAIR/dr-claw
- aris-formula-derivationOpenLAIR/dr-claw
- aris-grant-proposalOpenLAIR/dr-claw
- aris-idea-creatorOpenLAIR/dr-claw
- aris-idea-discoveryOpenLAIR/dr-claw
- aris-infraOpenLAIR/dr-claw
- aris-mermaid-diagramOpenLAIR/dr-claw
- aris-meta-optimizeOpenLAIR/dr-claw
- aris-monitor-experimentOpenLAIR/dr-claw
- aris-novelty-checkOpenLAIR/dr-claw
- aris-paper-compileOpenLAIR/dr-claw
- aris-paper-figureOpenLAIR/dr-claw
- aris-paper-illustrationOpenLAIR/dr-claw
- aris-paper-planOpenLAIR/dr-claw
- aris-paper-posterOpenLAIR/dr-claw
- aris-paper-slidesOpenLAIR/dr-claw
- aris-paper-writeOpenLAIR/dr-claw
- aris-paper-writingOpenLAIR/dr-claw
- aris-pixel-artOpenLAIR/dr-claw
- aris-proof-writerOpenLAIR/dr-claw
- aris-rebuttalOpenLAIR/dr-claw
- aris-research-litOpenLAIR/dr-claw
- aris-research-pipelineOpenLAIR/dr-claw
- aris-research-refine-pipelineOpenLAIR/dr-claw
- aris-research-refineOpenLAIR/dr-claw
- aris-research-reviewOpenLAIR/dr-claw
- aris-research-wikiOpenLAIR/dr-claw
- aris-result-to-claimOpenLAIR/dr-claw
- aris-run-experimentOpenLAIR/dr-claw
- aris-semantic-scholarOpenLAIR/dr-claw
- aris-serverless-modalOpenLAIR/dr-claw
- aris-training-checkOpenLAIR/dr-claw
- aris-vast-gpuOpenLAIR/dr-claw
- inno-grant-proposalOpenLAIR/dr-claw
- inno-humanizerOpenLAIR/dr-claw
- inno-idea-generationOpenLAIR/dr-claw
- news-idea-briefingOpenLAIR/dr-claw
- paper-analyzerOpenLAIR/dr-claw
- paper-finderOpenLAIR/dr-claw
- paper-image-extractorOpenLAIR/dr-claw
- research-newsOpenLAIR/dr-claw
- scientific-writingOpenLAIR/dr-claw
- update-teamOpenRouterLabs/spawn
- gtplannerOpenSQZ/GTPlanner
- humanizer-ar-msaOthmanAdi/OpenMark
- humanizer-ar-egtOthmanAdi/OpenMark
- humanizer-ar-shamiOthmanAdi/OpenMark
- humanizer-heOthmanAdi/OpenMark
- planning-with-teamsOthmanAdi/planning-with-teams
- padPerpetualSoftware/pad
- sub-agent-builderPixelPaw-Labs/DovePaw
- createPopschlock/Claude-Harness-Generator
- updatePopschlock/Claude-Harness-Generator
- upgrade-environmentPopschlock/Claude-Harness-Generator
- validate-environmentPopschlock/Claude-Harness-Generator
- postman-api-readinessPostman-Devrel/agent-skills
- postmanPostman-Devrel/agent-skills
- data2storyQinghongLin/data2story-skill
- data2story-proQinghongLin/data2story-skill
- dataviz-craftQinghongLin/data2story-skill
- find-dataQinghongLin/data2story-skill
- frontend-design-proQinghongLin/data2story-skill
- frontend-designQinghongLin/data2story-skill
- qiskit-mcp-devQiskit/mcp-servers
- animator-skillRainLib/AI-Storyboard
- film-storyboard-skillRainLib/AI-Storyboard
- scriptwriter-skillRainLib/AI-Storyboard
- storyboard-review-skillRainLib/AI-Storyboard
- accessRich627/whatsapp-claude-plugin
- configureRich627/whatsapp-claude-plugin
- bigquery-patent-searchRobThePCGuy/Claude-Patent-Creator
- epc-searchRobThePCGuy/Claude-Patent-Creator
- epo-patent-analyzerRobThePCGuy/Claude-Patent-Creator
- epo-patent-searchRobThePCGuy/Claude-Patent-Creator
- patent-claims-analyzerRobThePCGuy/Claude-Patent-Creator
- patent-application-creatorRobThePCGuy/Claude-Patent-Creator
- patent-diagram-generatorRobThePCGuy/Claude-Patent-Creator
- pct-applicationRobThePCGuy/Claude-Patent-Creator
- prior-art-searchRobThePCGuy/Claude-Patent-Creator
- architectureRoberdan/convergio-community
- brand-identityRoberdan/convergio-community
- code-reviewRoberdan/convergio-community
- creative-strategyRoberdan/convergio-community
- debuggingRoberdan/convergio-community
- docsRoberdan/convergio-community
- design-qualityRoberdan/convergio-community
- design-systemsRoberdan/convergio-community
- hardeningRoberdan/convergio-community
- orchestrationRoberdan/convergio-community
- optimize-projectRoberdan/convergio-community
- promptRoberdan/convergio-community
- performanceRoberdan/convergio-community
- Project ManagementRoberdan/convergio-community
- presentation-builderRoberdan/convergio-community
- Release ManagementRoberdan/convergio-community
- review-prRoberdan/convergio-community
- security-auditRoberdan/convergio-community
- Strategic AnalysisRoberdan/convergio-community
- ui-designRoberdan/convergio-community
- dogfooding-ionRoger-luo/Ion
- plan-ceo-reviewSZoloth/skill-pack
- antigravity-cliSafeMantella/claude-code-agy-CLI-skill
- protect-mcpScopeBlind/scopeblind-gateway
- social-listening-briefScrapeCreators/social-media-research-skills
- audience-researchScrapeCreators/social-media-research-skills
The whole corpus is one call away through the search API, or ask a question of it on the index itself.