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
3,6013,648 · page 76 / 104
generate_scientific_method_sectionAutomated SCI-standard Methods section generator from experiment execution records. Parses LabOS skill call chains, structured…BioTender-maxGenerate System Prompts for Simulated ToolsGenerates a generic system prompt to configure a ChatGPT session to act as a specific tool, interface, or persona, incorporating…ECNU-ICALKGenerate Teaching Prompts for Simple NLP AIGenerate conversation prompts or step-by-step guides to teach a simple NLP AI that learns by imitation, adhering to strict…ECNU-ICALKGenetic Algorithm Feature Selection and Comprehensive Model EvaluationImplements a Genetic Algorithm (GA) using DEAP to select optimal features for a classification model (e.g., Breast Cancer…ECNU-ICALKgenetic-algorithm-optimizerGenetic algorithm skill for complex optimization problems with non-linear objectives or discontinuous search spacesa5c-aiwritesgenomas-guideAutomate gene expression analysis with the GenoMAS multi-agent systembrycewang-stanfordgeoapify-automationAutomate Geoapify tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQgeocodio-automationAutomate Geocodio tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQgeokeo-automationAutomate Geokeo tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQget-startedGuides installation of gitagent and creation of first agent with scaffolding, configuration, and validation. Use when the user is…open-gitagentgetform-automationAutomate Getform tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQgiab-benchmark-validatorGenome in a Bottle benchmark validation skill for pipeline accuracy assessmenta5c-aiwritesgift-up-automationAutomate Gift Up tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQgigasheet-automationAutomate Gigasheet tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQgiphy-automationAutomate Giphy tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQgis-spatial-analyzerGIS spatial analysis skill for watershed delineation, floodplain mapping, and site analysisa5c-aiwritesgist-automationAutomate Gist tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQgit-flow-branch-creatorIntelligent Git Flow branch creator that analyzes git status/diff and creates appropriate branches following the nvie Git Flow…githubgithub-automationOperate GitHub issues, pull requests, branches, checks, workflows, and permissions through Rube MCP. Use when GitHub work must be…sickn33github-issue-creatorCreate github issue creator operations. Auto-activating skill for Enterprise Workflows. Triggers on: github issue creator, github…jeremylongshorewritesgithub-project-setupConfigure github project setup operations. Auto-activating skill for Enterprise Workflows. Triggers on: github project setup…jeremylongshorewritesgithub-searchSearch GitHub code, repositories, issues, and PRs via MCPparcadeiwritesgitlab-automationAutomate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio).…davepoongitlab-automationAutomate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio).…sickn33gitlab-epic-creatorCreate gitlab epic creator operations. Auto-activating skill for Enterprise Workflows. Triggers on: gitlab epic creator, gitlab…jeremylongshorewritesgivebutter-automationAutomate Givebutter tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQgladia-automationAutomate Gladia tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQgleap-automationAutomate Gleap tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQglobalping-automationAutomate Globalping tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQgmail-automationAutomate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for…davepoongnc-simulationSkill for guidance, navigation, and control system simulation and analysisa5c-aiwritesgnn_ppo_continuous_stability_entropyImplements a PPO agent utilizing a Graph Neural Network (GNN) for state embeddings and continuous action spaces. The policy…ECNU-ICALKgo-to-webinar-automationAutomate GoToWebinar tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQgoal-loopDraft and explain persistent goal-loop prompts for long-running agent work with clear stop conditions.sickn33goal-releaseCut a release end to end: use the `draft-release` skill to open the release PR and draft GitHub release, wait for CI to turn…dyoshikawagodial-automationAutomate Godial tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQgoodbits-automationAutomate Goodbits tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQgoody-automationAutomate Goody tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQgoogle-address-validation-automationAutomate Google Address Validation tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQgoogle-admin-automationAutomate Google Workspace Admin tasks via Rube MCP (Composio): manage users, groups, memberships, suspend accounts, create users…ComposioHQgoogle_admin-automationAutomate Google Admin tasks via Rube MCP (Composio): user management, org units, groups, and domain administration. Always search…ComposioHQgoogle-classroom-automationAutomate Google Classroom tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQgoogle_classroom-automationAutomate Google Classroom tasks via Rube MCP (Composio): course management, assignments, student rosters, and announcements.…ComposioHQgoogle-cloud-vision-automationAutomate Google Cloud Vision tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQgoogle-drive-automationAutomate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files…davepoongoogle-flightsBrowser-automated Google Flights search via agent-browser. All airlines including Southwest. Cash prices, schedules…borskigoogle-maps-automationAutomate Google Maps tasks via Rube MCP (Composio): geocode addresses, search places, get directions, compute route matrices…ComposioHQgoogle_maps-automationAutomate Google Maps tasks via Rube MCP (Composio): geocoding, directions, place search, and distance calculations. Always search…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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