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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RAN OptimizerComprehensive RAN optimization with swarm coordination, cognitive consciousness, and 15-minute closed-loop autonomous cycles. Use…majiayu000rangaistuksen-maaraaminenRangaistuksen ja muiden seuraamusten määrääminen Suomen rikosoikeudessa (rikoslaki 39/1889). Käytä tätä skilliä, kun arvioidaan…akunikkolarasa-nlu-integrationRasa NLU pipeline configuration and training for intent and entity extractiona5c-aiwritesrayRay distributed computing framework. Use for scaling ML.majiayu000ray-trainRay Train scales machine learning training from single GPU to multi-node clusters with minimal code changes.majiayu000ray-trainDistributed training orchestration across clusters. Scales PyTorch/TensorFlow/HuggingFace from laptop to 1000s of nodes. Built-in…Orchestra-ResearchrcaRoot cause analysis workflows - systematic investigation of failuresmajiayu000rdkitCheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints…majiayu000rdkitCheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints…majiayu000re11-calibration-loopsApply RE11 Calibration Loops to repeatedly check predictions against outcomes to improve forecasting accuracy.majiayu000re5-fractal-reasoningApply RE5 Fractal Reasoning to recognize self-similar patterns repeating across different scales.majiayu000bio-pathway-reactomeReactome pathway enrichment using ReactomePA package. Performs over-representation analysis and GSEA on Reactome pathways, a…majiayu000reafference-corollary-dischargeVon Holst reafference and corollary discharge for behavioral verification and signal processingmajiayu000reasoning-abductiveGenerate and evaluate explanatory hypotheses from incomplete observations. Use when diagnosing anomalies, explaining unexpected…majiayu000reasoning-analogicalTransfer knowledge from source domains to novel target situations through structural mapping. Use when facing new markets…majiayu000reasoning-causalExecute evidence-based decision-making through 6-stage causal flow. Use for known processes, operational execution, and decisions…majiayu000reasoning-controlsUse when adjusting reasoning depth, budgets, or metrics visibility - provides guidance for selecting and applying reasoning…majiayu000reasoning-first-principlesFirst principles reasoning and optimization methodology. Applies the Idiot Index, requirement questioning, and 5-step…majiayu000ReasoningBank IntelligenceImplement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous improvement. Use…majiayu000ReasoningBank IntelligenceImplement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous improvement. Use…majiayu000ReasoningBank IntelligenceImplement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous improvement. Use…majiayu000ReasoningBank IntelligenceImplement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous improvement. Use…majiayu000recall-reasoningRecall the reasoning behind a past change from Codex session history when available, falling back to commit diff and surrounding…majiayu000recenter-reflectrecenter on where we are, what's done/left, and where necessary reflect on our work's principle compliance, performance, and…majiayu000recommendGet research-backed architecture advice for your knowledge system. Describe your use case, constraints, and goals — get specific…majiayu000recommender-system智能推荐系统分析工具,提供多种推荐算法实现、评估框架和可视化分析。使用时需要用户行为数据、商品信息或评分数据,支持协同过滤、矩阵分解等推荐算法,生成个性化推荐结果和评估报告。majiayu000writesrecursive-refinerSelf-improvement engine. Implements generate-critique-iterate loops for enhanced reasoning. Use when working through complex…majiayu000recursive-systems-architectDesigns self-referential and recursive systems that examine, modify, or generate themselves, including metacognitive…majiayu000recursive-thought-committee-activationActivate the Recursive Thought Committee multi-persona framework.majiayu000recursive-thought-committeeExecute recursive thought committee multi-perspective analysis.majiayu000reddit-insightsExtract insights from Reddit discussions. Track communities, sentiment, and trends.majiayu000reddit-product-viabilityScrape and analyze Reddit for real user signals about product viability, pain severity, willingness to pay, and competitor…majiayu000reddit-researchSearch and analyze Reddit discussions for market research, product feedback, and community insights using Xpoz. Use when asked to…majiayu000reduceExtract structured knowledge from source material. Comprehensive extraction is the default — every insight that serves the domain…majiayu000writesredux-toolkitRedux Toolkit patterns including slice creation, async thunks, RTK Query, state normalization, and DevTools integration.a5c-aiwrites_references共享规范知识库。包含数学建模竞赛的写作规范、题型防错速查、图表规范等参考内容。其他 skills 在执行过程中按需读取,无需单独触发。jihe520referral-systemGenerates referral/invite infrastructure with unique codes, deep link sharing, reward tracking, and fraud prevention. Use when…rshankraswritesrefine-promptsRefine vague or unclear prompts into precise, actionable instructions. Use when user asks to clarify or improve instructions or…majiayu000refinedCarefully curated, modern minimal style with elegant serif typography and understated, sophisticated palettes.bergsideRegression ModelingBuild predictive models using linear regression, polynomial regression, and regularized regression for continuous prediction…majiayu000relay-pipelineBuild a full CI/CD pipeline from scratch. Use when asked to "set up CI/CD", "create pipeline", or "automate deploys".jeremylongshorewritesrelevant-learningsFind past learnings applicable to current workmajiayu000rememberReloads critical instructions when behavior degrades. Use when forgetting tools, not delegating, or missing safety rules.…majiayu000remixRemix patterns including loaders, actions, nested routing, progressive enhancement, and deployment strategies.a5c-aiwritesrepo-capability-mapAnalyzes repository modules for current capabilities, groups them by domain, and identifies strategic gaps against mission…majiayu000repo-critique{{ 𝛀𝛀𝛀 }} Probe the project for weaknessesmajiayu000repo-introduce{{ 𝛀𝛀𝛀 }} Provide a detailed high-level overview of this codebasemajiayu000writesrepo-investigate{{ 𝛀𝛀𝛀 }} Investigate a codebase in detailmajiayu000writes
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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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