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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organization-knowhow-knowledge-builder将团队 SOP、交付流程、角色职责、项目复盘、FAQ、决策边界和升级机制,整理成符合 Agent Knowledge v0.6 document-first 标准、可被 AI 安全调用的组织经验知识库。适用于用户要求“整理组织知识库”“沉淀团队…limecloudoutlinesGuarantee valid JSON/XML/code structure during generation, use Pydantic models for type-safe outputs, support local models…Orchestra-Research管理人工作R1(管理人)专属Skill,覆盖管理人受理后的全部初期工作职责,包括印章与账户管理、财产接管、内部事务管理、合同处理、聘用工作人员、管理人团队管理及报酬方案制定。当用户发送客户编号并提及"管理人接管"、"开始接管"、"接管工作"等指令时触发使用。pa1nrui1physics-simRigid body, soft body, and destruction setups in Blender including constraints, cell fracture debris, and baked caches via MCP.arjun988planning-disaster-recoveryExecute use when you need to work with backup and recovery. This skill provides backup automation and disaster recovery with…jeremylongshorewritesprivate-domain-operations-knowledge-builder将用户分层、社群 SOP、触达节奏、转化话术、活动机制和服务边界等资料,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“整理私域 / 社群运营知识库”“沉淀运营…limecloudprocess-modelImplement Hayes PROCESS mediation and moderation models transparently via lavaan and bruceR, with bootstrap CIs, index of…brycewang-stanfordproduct-agentDiscover and validate product ideas, analyze markets, scope MVPs, and optimize app store presence for iOS/macOS apps. Use when…rshankraswritespyvene-interventionsProvides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention framework. Use…Orchestra-Researchroadrunner-coreFoundation skill for all RoadRunner workflows: MATLAB path setup, connection, project/scene/scenario lifecycle, world settings…matlabrwkv-architectureRNN+Transformer hybrid with O(n) inference. Linear time, infinite context, no KV cache. Train like GPT (parallel), infer like RNN…Orchestra-Researchscanning-for-xss-vulnerabilitiesExecute this skill enables AI assistant to automatically scan for xss (cross-site scripting) vulnerabilities in code. it is…jeremylongshorescienceworld-object-locatorSearches for a specific target object across multiple rooms by systematically teleporting to likely locations and examining each…zjunlpsetting-up-experiment-trackingImplement machine learning experiment tracking using MLflow or Weights & Biases. Configures environment and provides code for…jeremylongshorewritessimpo-trainingSimple Preference Optimization for LLM alignment. Reference-free alternative to DPO with better performance (+6.4 points on…Orchestra-Researchskill-developmentThis skill should be used when the user asks to create a new skill, repair an existing skill, improve trigger descriptions…brycewang-stanfordreplace-with-skill-nameUse when REPLACE_WITH_A_PRECISE_TRIGGER. REPLACE_WITH_THE_BEHAVIORAL_CONTRACT.asimons81skill-upstream-prImprove an open-source GitHub skill and open a friendly suggestion PR upstream: fork, run skill-auto-improver, attach asm eval…luongnv89writessubmission-guideThis skill covers academic journal submission, referee responses, and revision management. Use when the user is preparing a…brycewang-stanfordtensorrt-llmOptimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA…Orchestra-Researchtransformer-lens-interpretabilityProvides guidance for mechanistic interpretability research using TransformerLens to inspect and manipulate transformer internals…Orchestra-Researchvegetation-artistVegetation and foliage authoring for Blender including trees, plants, grass cards, canopy LODs, and game-friendly leaf atlases…arjun988vehicle-artistDedicated vehicle modeling for cars, trucks, aircraft, ships, boats, mechs, and transit assets with proportion, panel flow, and…arjun988vfx-fxCinematic and game VFX in Blender including smoke, fire, particles, trails, and Geometry Nodes FX setups via MCP.arjun988weights-and-biasesTrack ML experiments with automatic logging, visualize training in real-time, optimize hyperparameters with sweeps, and manage…Orchestra-Researchworksheet-skillCreate teacher-ready worksheets, guided learning sheets, preview sheets, class exercises, homework, layered assignments…mingchen666ABC Theory Psychoeducation DeliveryA structured, client-centered micro-intervention introducing the ABC model (Activating event, Belief, Consequence) to teach that…ECNU-ICALKABC Theory Psychoeducation ScaffoldA concise, reusable psychoeducational explanation of Ellis's ABC model for clients, mapping A (activating event), B (belief), and…ECNU-ICALKadd-karpathy-llm-wikiAdd a persistent wiki knowledge base to a NanoClaw group. Based on Karpathy's LLM Wiki pattern. Triggers on "add wiki", "wiki"…nanocoaiaddress-sanitizerAddressSanitizer detects memory errors during fuzzing. Use when fuzzing C/C++ code to find buffer overflows and use-after-free…trailofbitsagent-deep-linksBuild, validate, and troubleshoot deep links for Codex, Cursor, VS Code, Visual Studio, and similar tools. Use when users ask for…composio-communityai-assisted-prototypingHelp users build functional product prototypes from natural language or visual mocks using AI coding tools. This skill enables…RefoundAIai-evalsHelp users build robust infrastructure for measuring, monitoring, and iterating on AI product performance using human…RefoundAIalfworld-location-navigatorMoves the agent to a specified receptacle or object location within the Alfworld environment. Use this skill when the agent needs…zjunlpalfworld-object-locatorUse when the agent needs to find a specific object in ALFWorld that is not currently in inventory and whose location is unknown.…zjunlpalfworld-open-receptacleThis skill opens a closed receptacle to access its contents. It should be triggered when an agent needs to interact with items…zjunlpalfworld-receptacle-searcherThis skill searches for a specific receptacle (e.g., garbage can, cabinet) by systematically exploring the environment, checking…zjunlpanimationGame-ready animation in Blender including walk/run/idle cycles, combat, mechanical animation, camera animation, constraints…arjun988apify-performance-tuningOptimize Apify Actor performance: crawl speed, memory usage, concurrency, and proxy rotation. Use when Actors are slow, consuming…jeremylongshorewritesarchvizArchitectural visualization in Blender for interiors/exteriors with real-world scale, camera composition, PBR materials, and…arjun988arize-evaluatorHandles LLM-as-judge evaluation workflows on Arize including creating/updating evaluators, running evaluations on spans or…githubasc-revenuecat-catalog-syncReconcile App Store Connect subscriptions and in-app purchases with RevenueCat products, entitlements, offerings, and packages…rorkaiautopilotRun the idea-to-ship pipeline AUTONOMOUSLY, in character as a grounded founder-persona — composing ideate → deep-dive →…nelsonwerdawq-quantizationActivation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss. Use when deploying…Orchestra-Researchbinance-leaderboardOn-chain wallet leaderboard and Gem Hunter analysis on Binance Web3. Query top trader rankings by PnL, win rate, volume, trade…binanceblender-modelerCore Blender modeling specialist for Edit Mode, modifiers, collections, precision modeling, and scene organization. Use for…arjun988building-a-promotion-caseHelp users systematically document their impact, identify skill gaps, and collaborate with their managers to secure a promotion…RefoundAIcharacter-artistAAA character modeling for human anatomy, stylization, facial topology, clothing, hair, and animation-ready meshes. Use for game…arjun988
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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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