Agent skills

AI & Agents 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
4,965 found
4,3694,416 · page 92 / 104
pytorch-lightning-guidePyTorch Lightning framework for scalable model training and researchbrycewang-stanfordpytorch-model-trainerBuild pytorch model trainer operations. Auto-activating skill for ML Training. Triggers on: pytorch model trainer, pytorch model…jeremylongshorewritesPyTorch MoE Transformer Training with Custom GELU and MetricsConfigure and train a Mixture of Experts (MoE) Transformer model in PyTorch, implementing a custom GELU activation function…ECNU-ICALKPyTorch Tensor Shape DebuggingDebugs PyTorch dimension mismatch errors by adding print statements to inspect tensor shapes at key points in the model forward…ECNU-ICALKpyzx-simplifierZX-calculus based circuit simplification skill for advanced quantum circuit optimizationa5c-aiwritesqe-rebuttalUse when a Quantitative Economics (QE) decision letter arrives (R&R or major/conditional revision) and a response strategy and…brycewang-stanfordqec-code-builderQuantum error correction code implementation skill for fault-tolerant quantum computinga5c-aiwritesqiime2-microbiome-analyzerQIIME2 microbiome analysis skill for 16S rRNA profiling and diversity analysisa5c-aiwritesqiskit-circuit-builderIBM Qiskit integration skill for quantum circuit construction, transpilation, and execution on IBM Quantum hardwarea5c-aiwritesqiskit-nature-solverQiskit Nature skill for quantum chemistry and materials science applicationsa5c-aiwritesqje-rebuttalUse when a Quarterly Journal of Economics (QJE) decision letter arrives (R&R or reject-and-resubmit) and a response strategy and…brycewang-stanfordqrng-generatorQuantum random number generation skill for cryptographic applicationsa5c-aiwritesquaderno-automationAutomate Quaderno tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQqualaroo-automationAutomate Qualaroo tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQquantity-takeoff-calculatorConstruction quantity takeoff skill for concrete, steel, earthwork, and materialsa5c-aiwritesquantum-espresso-executorQuantum ESPRESSO calculation skill for DFT simulations with pseudopotential managementa5c-aiwritesquantum-espresso-runnerQuantum ESPRESSO DFT skill for plane-wave pseudopotential calculations and materials simulationa5c-aiwritesquantum-kernel-estimatorQuantum kernel computation skill for quantum machine learninga5c-aiwritesqubit-mapperQubit mapping and routing skill for hardware topology optimizationa5c-aiwritesqubo-formulatorQUBO (Quadratic Unconstrained Binary Optimization) formulation skill for optimization problemsa5c-aiwritesqueuing-analyzerQueuing theory analysis skill for analytical evaluation of waiting line systems.a5c-aiwritesquimb-tensor-networkQuTiP/quimb tensor network skill for quantum many-body simulations and entanglement analysisa5c-aiwritesquit-sponsorHelps an AI agent provide non-judgmental, evidence-informed quit-smoking support with user-consented tracking, craving check-ins…sickn33R-optimizerR语言实证分析优化Skill。优化R代码效率、处理大规模面板数据、加速回归计算(并行化、向量化、向量化)。触发词:R语言优化/R加速/R性能优化/大规模数据处理/R optimizationbrycewang-stanfordradar-automationAutomate Radar tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQrafflys-automationAutomate Rafflys tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQrag-assistente-conhecimentoCriar assistente RAG com conhecimento da empresa.Hermes-brasilrag-engineerExpert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and…sickn33rag-methodology-guideRAG architecture for academic knowledge retrieval and synthesisbrycewang-stanfordrag-patternsChunking strategies, embedding model selection, hybrid search, reranking, eval metricsvibeevalragic-automationAutomate Ragic tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQraisely-automationAutomate Raisely tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQraman-spectroscopy-analyzerRaman spectroscopy skill for molecular fingerprinting, structural characterization, and chemical identification of nanomaterialsa5c-aiwritesrandomization-generatorSkill for generating randomization schemes for experimentsa5c-aiwritesravenseotools-automationAutomate Ravenseotools tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQrb-benchmarkerRandomized benchmarking skill for gate fidelity characterizationa5c-aiwritesrdkit-chemoinformaticsRDKit chemoinformatics skill for molecular property calculation and compound library managementa5c-aiwritesre-amaze-automationAutomate Re Amaze tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQreactive-hazards-analyzerReactive chemical hazards analysis skill for thermal stability, incompatibility, and runaway reaction assessmenta5c-aiwritesreadPreview a distilled wiki page from inside Claude Code. Prints title, summary, source count, and the local md path. Full body…davepoonwritesReading Comprehension True/False VerificationEvaluate the truthfulness of statements based on a provided text passage. This skill is used when the user provides a text block…ECNU-ICALKrealphonevalidation-automationAutomate Realphonevalidation tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQrecallSearch Origin's local memory by query. Targeted lookup, not orientation. Invoked as `/recall <query>`. Use when the user asks "do…davepoonrecallQuery the memory system for relevant learnings from past sessionsparcadeirecallQuery the memory system for relevant learnings from past sessions using semantic search.vibeevalrecallai-automationAutomate Recallai tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQrecallmaxFREE — God-tier long-context memory for AI agents. Injects 500K-1M clean tokens, auto-summarizes with tone/intent preservation…sickn33recruitee-automationAutomate Recruitee tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQ
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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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