Agent skills

Other 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 62,644codex 9,699cursor 6,852copilot 2,269windsurf 126cline 82
CategoryWorkflow & Productivity 11,684AI & Agents 4,965Data & Analytics 4,693Code Review & Quality 2,936Security 2,762Backend & API 2,480Design & Presentation 2,329Documentation 2,157Content & Marketing 2,001Testing & QA 1,723DevOps & Cloud 1,266Databases 1,124Frontend 1,015Business & Finance 706Media & Video 507Other 21,420
21,420 found
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segal-typesSegal types for synthetic ∞-categories. Binary composites exist uniquelymajiayu000segment-tree-builderGenerate customized segment tree implementationsa5c-aiwritesSelenium WebDriverSelenium WebDriver expertise for cross-browser automation and legacy system testinga5c-aiwritesself / nn / torchGeneral SOP for common requests related to self, nn, torch.majiayu000self-optimizationSONA self-optimizing neural architecture with ReasoningBank trajectory learning, EWC++ anti-forgetting, and reinforcement…a5c-aiwritesself-optimizationSONA self-optimizing neural architecture with ReasoningBank trajectory learning, EWC++ anti-forgetting, and reinforcement…majiayu000writesselkokielistajaJuridisen tekstin selittäminen selkeällä yleiskielellä maallikolle — asiakkaalle, päämiehelle tai muulle ei-juristille. Käytä…akunikkolasemantic-consistency-auditorEvaluate semantic consistency between AI-generated clinical notes and expert gold standards using BERTScore and COMETmajiayu000semantic-kernel-setupMicrosoft Semantic Kernel planner and plugin setup for orchestrated AIa5c-aiwritessend-sms-textbeltSend SMS text messages to phone numbers. Use when the user asks to send a text, send an SMS, text someone, message a phone…gooseworks-aisentiment-checkAnalyze customer message text for sentiment, urgency, and emotional tone.majiayu000sentryMonitor application errors, performance, and issues on Sentrymajiayu000sentry-desktop-setupConfigure Sentry for comprehensive desktop application crash reporting, error monitoring, performance tracking, and release…a5c-aiwritesbio-sequence-similarityFind homologous sequences using iterative BLAST (PSI-BLAST), profile HMMs (HMMER), and reciprocal best hit analysis. Use when…majiayu000sequential-thinkingApply structured, reflective problem-solving for complex tasks requiring multi-step analysis, revision capability, and hypothesis…majiayu000sequential-thinkingApply structured, reflective problem-solving for complex tasks requiring multi-step analysis, revision capability, and hypothesis…majiayu000sequential-thinkingApply step-by-step analysis for complex problems with revision capability. Use for multi-step reasoning, hypothesis verification…majiayu000ck:sequential-thinkingApply step-by-step analysis for complex problems with revision capability. Use for multi-step reasoning, hypothesis verification…majiayu000sequential-thinking(ePost) Use when facing a complex problem that needs step-by-step breakdown, branching analysis, or iterative reasoningmajiayu000sequential-thinking当复杂问题需要系统性逐步推理时使用。适用于多阶段分析、设计规划、问题分解,或初始范围不明确且需要受控收敛的任务。majiayu000series-analyzer分析已播剧集,包括信息获取、拉片分析、五元素分析及联网搜索。适用于深度分析剧集创作技法、学习情节设计majiayu000serp-analysisUse when the user asks to "analyze SERPs"; reviews ranking factors, features, intent, AI Overviews, and snippets. SERP分析/搜索结果majiayu000service-meshService mesh configuration and operations expertise for Istio, Linkerd, and Consul Connecta5c-aiwritesservice-mesh-observabilityImplement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when…wshobsonsession-analysisAnalyze session transcripts for patterns, mistakes, and improvements. Use when reviewing past work, identifying recurring issues…majiayu000session-logsSearch and analyze your own session logs (older/parent conversations) using jq.majiayu000settlement-analysis-expertSettlement vs. hearing decision analysis with probability-weighted outcomes. Compares settlement offers against hearing expected…majiayu000seuratclusteringofallcellsPerforms coarse clustering on ALL cells (including T cells, B cells, and non-T/B cells) before cell type selection. This process…majiayu000shader-programmingWrite game shaders from cross-engine fundamentals — the vertex→fragment pipeline, coordinate spaces, UV math, and common 2D/3D…gamedev-skillsshare-of-voiceMeasure share of voice. Use when: comparing keyword visibility, SERP presence, ad share, or AI citations vs competitors.indranilbanerjeeshell-completion-generatorGenerate shell completion scripts for bash, zsh, and fish from CLI command definitions. Creates intelligent completions with…a5c-aiwritesshellcheck-config-generatorGenerate .shellcheckrc configuration with appropriate rules, exclusions, and severity settings for shell script linting.a5c-aiwritessherpa-onnx-ttsLocal text-to-speech via sherpa-onnx (offline, no cloud)Health-Yangshipflow-researchDeep web research on any topic — multi-source investigation, structured markdown report saved to filemajiayu000shipping-marginAnalyze shipping cost margins by channel and carriermajiayu000shipwright-pipelineAutonomous app builder that converts plain-English descriptions into fully built, tested applications. Use when the user wants to…jeremylongshorewritessicmutilsSICMUtils/Emmy - Clojure library for symbolic mathematics, automatic differentiation, and classical mechanics. Bridges SICM…majiayu000signAdd a learned pattern (sign) that Ralph will remember for future stories.majiayu000signal-detection-pipelineDetect buying signals from multiple sources, qualify leads, and generate outreach contextgooseworks-aiSignificance-SearchParallel control variable combination search via Stata. Exhaustively searches all subsets of optional controls to find the…brycewang-stanfordsilicon-doppelgangerBuild psychometrically accurate personal proxy agents for the PAIRL Conductor system. Extracts personality, decision heuristics…majiayu000similarity-search-patternsImplement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor…majiayu000similarity-search-patternsImplement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor…majiayu000similarity-search-patternsImplement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor…majiayu000similarity-search-patternsImplement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor…sickn33similarity-search-patternsImplement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor…majiayu000similarity-search-patternsImplement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor…wshobsonsimmer-generatorGenerator subskill for simmer. Produces an improved version of the artifact based on the judge's ASI feedback. Handles both…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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