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
3,5053,552 · page 74 / 104
feature-engineering-helperConfigure with feature engineering helper operations. Auto-activating skill for ML Training. Triggers on: feature engineering…jeremylongshorewritesfeature-importance-analyzerAnalyze feature importance analyzer operations. Auto-activating skill for ML Training. Triggers on: feature importance analyzer…jeremylongshorewritesfeature-store-connectorExecute feature store connector operations. Auto-activating skill for ML Deployment. Triggers on: feature store connector…jeremylongshorewritesfederation-statusShow federation health — peers, sessions, trust levels, and message metrics. Use when the user asks "is federation healthy?"…ruvnetfeishu-im-read飞书 IM 消息读取工具使用指南,覆盖会话消息获取、话题回复读取、跨会话消息搜索、图片/文件资源下载。 **当以下情况时使用此 Skill**: (1) 需要获取群聊或单聊的历史消息 (2) 需要读取话题(thread)内的回复消息 (3)…nexu-iofelt-automationAutomate Felt tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQfib-mill-controllerFocused Ion Beam milling skill for site-specific nanofabrication and cross-section preparationa5c-aiwritesfibery-automationAutomate Fibery tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQfictional_battle_simulationSimulates hypothetical battles between characters based strictly on the specific powers and attributes listed in the user's…ECNU-ICALKfifo-lifo-controllerAutomated inventory rotation management skill ensuring proper product flow based on expiration, production, or receipt datesa5c-aiwritesfiles-com-automationAutomate Files Com tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQfillout-forms-automationAutomate Fillout tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQFilter and Print Bids Above Mark PriceA Python coding skill to filter order book bids, selecting only those with a price higher than a specified mark price, and…ECNU-ICALKfinage-automationAutomate Finage tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQfinalize-agent-promptFinalize prompt file using the role of an AI agent to polish the prompt for the end user.githubfind-skillsHelps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a…CherryHQfind-skillsHelps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a…ECNU-ICALKfind-skillsHelps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a…Eldergenixfind-skillsHelps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a…EXboysfind-skillsHelps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a…GeminiLightfind-skillsHelps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a…heshengtaofind-skillsHelps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a…usewhalefindymail-automationAutomate Findymail tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQfine_tune_gpt2_jsonl_memory_optimizedFine-tunes a pre-trained GPT-2 model on JSONL datasets (e.g., Q&A pairs) using Hugging Face Transformers. Implements memory…ECNU-ICALKfinerworks-automationAutomate Finerworks tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQfingertip-automationAutomate Fingertip tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQfinishing-a-development-branchThe terminal step of /feature and /sprint. Routed to once commit-gate has cleared, to decide the branch's fate — merge via PR…arbiterForgefinmei-automationAutomate Finmei tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQfireberry-automationAutomate Fireberry tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQfireflies-automationAutomate Fireflies tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQfirmao-automationAutomate Firmao tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQfitbit-automationAutomate Fitbit tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQfix-failing-pipelinesThis skill should be used when the user asks to "fix pipelines", "fix CI", "check staging pipelines", "fix failing workflows"…a5c-aifixer-automationAutomate Fixer tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQfixer-io-automationAutomate Fixer IO tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQflame-graph-generatorGenerate flame graph generator operations. Auto-activating skill for Performance Testing. Triggers on: flame graph generator…jeremylongshorewritesFlask In-Memory Multi-URL Zip Download with RedirectImplement a Flask route that downloads files from multiple URLs, zips them in-memory without saving to disk, sends the zip to the…ECNU-ICALKFlask Multi-URL In-Memory Zip Download with RedirectGenerates Flask code to download files from multiple URLs, zip them in memory without saving to disk, send the zip to the user…ECNU-ICALKflexisign-automationAutomate Flexisign tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQflight-sim-modelSkill for creating and validating flight dynamics modelsa5c-aiwritesfloat_hex_memory_converter_cliGenerates a Python CLI tool for bidirectional conversion between 4-byte floating-point numbers and hexadecimal memory…ECNU-ICALKflowiseai-automationAutomate Flowiseai tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQfluorescence-spectroscopy-analyzerFluorescence spectroscopy skill for quantum dot characterization, FRET measurements, and photoluminescence analysisa5c-aiwritesflutterwave-automationAutomate Flutterwave tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQfluxguard-automationAutomate Fluxguard tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQfmea-facilitatorFailure Mode and Effects Analysis facilitation skill for products and processes with risk prioritization and control…a5c-aiwritesfolded-desc-skillA fixture whose description uses a YAML folded scalar, which parses with an embedded trailing newline unless normalized before…first-flukefolk-automationAutomate Folk 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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