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 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
4,965 found
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ssci-polishPolish English academic papers for SSCI journal submission. This skill checks grammar, improves readability, and enhances…brycewang-stanfordagent-patternsExecute this skill should be used when the user asks about "SPAWN REQUEST format", "agent reports", "agent coordination"…jeremylongshoreagentsop-context-scope-disciplineCoder-agent working-file budget discipline: keep the editable working set (files you /add into writable context) under ~25k…agentsopeagentsop-framework-selectionNeutral, framework-agnostic decision tree for project kickoff: "which agent / RAG / LLM framework should I reach for?"…agentsopeagentsop-multiscale-chunkingEnhancement-overlay (C5) for RAG over long documents — the chunk-paradox resolution. Activate when a single fixed chunk size…agentsopeagentsop-reranker-stageEnhancement-overlay SOP for the reranker stage of a RAG pipeline — the "retrieve wide, rerank narrow" discipline. Activate when a…agentsopeagentsop-tool-scopingEnhancement overlay for multi-agent / tool-using coder agents. Encodes the per-agent tool- scoping discipline that role-based…agentsopeanalyzing-query-performanceExecute use when you need to work with query optimization. This skill provides query performance analysis with comprehensive…jeremylongshorewritesautoresearchOrchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment…brycewang-stanfordquantizing-models-bitsandbytesQuantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss. Use when GPU memory is limited, need to…Orchestra-Researchbuilding-neural-networksExecute this skill allows AI assistant to construct and configure neural network architectures using the neural-network-builder…jeremylongshorewritescamera-cinematographyCinematic camera work in Blender including framing, lenses, composition, camera animation, and shot language beyond basic…arjun988campaign-operations-knowledge-builder将活动目标、用户路径、渠道分工、物料资产、时间节奏、风险预案和复盘结论等资料,整理成符合 Agent Knowledge v0.6 document-first 标准、可被 AI 安全调用的运营类知识库。适用于用户要求“整理活动 / Campaign…limecloudclaude-md-starterGenerates a fully structured, project-specific CLAUDE.md by scanning the repo for signal files (package.json, Makefile…Infrasity-Labscloth-simGarment blockout, cloth simulation, pin groups, and bake to shape keys or caches for characters and props in Blender via MCP.arjun988compositingBlender compositor workflows for beauty stacks, render passes, color grade, glare, and delivery outputs via MCP.arjun988comprehensive-research-agentEnsure thorough validation, error recovery, and transparent reasoning in research tasks with multiple tool callsforyourhealth111-pixelcrewai-multi-agentMulti-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working…Orchestra-ResearchCTF•AI/ML 攻防用于对抗样本、模型提取、提示注入、成员推断、训练投毒、LoRA 滥用、LLM 越狱等 AI/ML 相关 CTF 题;触发名:ctf-ai-mlasdfgh1445writesdspyBuild complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and agents with…Orchestra-Researchemployment-law-researchResearch a US employment law topic across federal, state, and city jurisdictions and produce structured research notes with…lawve-aifairdb-backup-managerManage use when you need to work with backup and recovery. This skill provides backup automation and disaster recovery with…jeremylongshorewritesfeishu-bitable飞书多维表格(Bitable)的创建、查询、编辑和管理工具。包含 27 种字段类型支持、高级筛选、批量操作和视图管理。 **当以下情况时使用此 Skill**: (1) 需要创建或管理飞书多维表格 App (2)…nexu-iofintech-agreement-drafting-stephane-boghossianAn end-to-end method for drafting and finalising a complex, multi-pillar regulated fintech agreement — from intake to signature.…lawve-aiwritesfoundation-modelsOn-device LLM integration using Apple's Foundation Models framework. Use when implementing AI text generation, structured output…rshankraswriteskeqian-method胥克谦式AI-Native产品开发方法论。适用于:(1) 使用AI Agent(Claude Code、Codex、Cursor等)进行产品级软件开发,(2) 设计和优化Harness/Skill体系,(3) 文档驱动开发(SDD)流程,(4)…staruhubgeneral-equilibrium-model-builderBuild and solve Walrasian general equilibrium models with theory derivations and Julia computationbrycewang-stanfordgptqPost-training 4-bit quantization for LLMs with minimal accuracy loss. Use for deploying large models (70B, 405B) on consumer…Orchestra-Researchgrowth-strategy-knowledge-builder将增长目标、指标体系、渠道策略、实验计划、复盘结论、资源约束和停止条件,整理成符合 Agent Knowledge v0.6 document-first 标准、可被 AI…limecloudguidanceControl LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build…Orchestra-Researchhuggingface-local-modelsUse to select models to run locally with llama.cpp and GGUF on CPU, Mac Metal, CUDA, or ROCm. Covers finding GGUFs, quant…sickn33huggingface-local-modelsUse to select models to run locally with llama.cpp and GGUF on CPU, Mac Metal, CUDA, or ROCm. Covers finding GGUFs, quant…waybarrioslawyerscribLes LLM écrivent du juridique qui ressemble à du juridique sans en être. Formules creuses, attributions vagues, hedging…lawve-aiwritesimplementing-backup-strategiesExecute use when you need to work with backup and recovery. This skill provides backup automation and disaster recovery with…jeremylongshorewritesinstallCCSC lifecycle command center — fresh install walkthrough, health doctor, verify round-trip, auto-repair, Slack app manifest…jeremylongshorewritesinstall-zapierInstall and connect Zapier, routing to the right surface (MCP, SDK, or CLI) for what the person needs. Use when someone says…zapierkubesphere-openkruiseKubeSphere OpenKruise management Skill. Use when user asks to install or enable OpenKruise, check OpenKruise status, view kruise…kubesphereLensLens — 给你的问题加一层认知镜片。输入任意任务描述,输出增强版 description, 发现「你不知道自己不知道」的隐性维度、前置条件和认知路线。 Use when 用户说「帮我想想」「分析一下」「生成 skill」「蒸馏」「融合」…agentsopelive-commerce-operations-knowledge-builder将直播排期、货盘节奏、场控流程、主播话术、互动机制、异常预案和复盘指标等资料,整理成符合 Agent Knowledge v0.6 document-first 标准、可被 AI 安全调用的运营类知识库。适用于用户要求“整理直播运营知识库”“沉淀运营…limecloudllama-cppRuns LLM inference on CPU, Apple Silicon, and consumer GPUs without NVIDIA hardware. Use for edge deployment, M1/M2/M3 Macs…Orchestra-Researchlocus-unity-bridgeUse when an agent needs to inspect or control a real Unity Editor through Locus, especially when Unity MCP is unavailable, a…Misaka-Mikoto-Techmanaging-container-registriesExecute use when you need to work with containerization. This skill provides container management and orchestration with…jeremylongshorewritesmanaging-ssltls-certificatesExecute this skill enables AI assistant to manage and monitor ssl/tls certificates using the ssl-certificate-manager plugin. it…jeremylongshoremoe-trainingTrain Mixture of Experts (MoE) models using DeepSpeed or HuggingFace. Use when training large-scale models with limited compute…Orchestra-ResearchnanogptEducational GPT implementation in ~300 lines. Reproduces GPT-2 (124M) on OpenWebText. Clean, hackable code for learning…Orchestra-Researchnnsight-remote-interpretabilityProvides guidance for interpreting and manipulating neural network internals using nnsight with optional NDIF remote execution.…Orchestra-Researchnsfc-proposal撰写国家自然科学基金(NSFC)申请书,覆盖青年科学基金(C类)、优秀青年科学基金(B类)、国家杰出青年科学基金(A类)2026年度最新规范。提供分阶段写作工作流:基本信息、摘要、立项依据、研究内容、研究基础、个人简历、伦理与AI辅助声明等模块;内置文献检索策…LeonChaoXnssfc-proposal撰写国家社会科学基金(NSSFC)年度项目申请书,依据 2025 年全国哲学社会科学工作办公室官方模板,覆盖重点项目(A)、一般项目(B)、青年项目(C)、西部项目(X)四类。提供分阶段写作工作流:数据表、选题说明(300字)、选题依据、研究内容、创新之处、研…LeonChaoX
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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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