7,286 agent tools in this category, ranked by GitHub stars for now. Hands-on test results will replace this ranking as they finish.
The three most-starred tools here. Not tested together yet.
Reverse engineer anything from your terminal or agent with one CLI and MCP server.
npm:rea-agentsAsk which skill or flow fits your situation. A router over the skills in this repo.
npx skills add mattpocock/skills --skill ask-mattPursue a long-running goal in a single session by co-ordinating subagents.
npx skills add mattpocock/skills --skill chief-of-staff| Tool | Stars | Last update | License | |
|---|---|---|---|---|
| REA Reverse engineer anything from your terminal or agent with one CLI and MCP server. MCP serverGitHub-verified authorLocal · npm | 456,474 | MIT | ||
| ask-matt Ask which skill or flow fits your situation. A router over the skills in this repo. SkillInstall · skills CLI | 323,337 | MIT | ||
| chief-of-staff Pursue a long-running goal in a single session by co-ordinating subagents. SkillInstall · skills CLI | 323,337 | MIT | ||
| claude-handoff Hand the current conversation off to a fresh background agent that picks up the work immediately. SkillInstall · skills CLI | 323,337 | MIT | ||
| grill-me A relentless interview to sharpen a plan or design. SkillInstall · skills CLI | 323,337 | MIT | ||
| grilling Grill the user relentlessly about a plan, decision, or idea. Use when the user wants to stress-test their thinking, or uses any 'grill' trigger phrase SkillInstall · skills CLI | 323,337 | MIT | ||
| handoff Compact the current conversation into a handoff document for another agent to pick up. SkillInstall · skills CLI | 323,337 | MIT | ||
| loop-me Grill me about specs for the workflows I want to build, within this workspace. SkillInstall · skills CLI | 323,337 | MIT | ||
| retro Conduct a retrospective on a coding session. SkillInstall · skills CLI | 323,337 | MIT | ||
| software-factory Shared language for designing a software factory: the tasks it runs and the services it plugs into. SkillInstall · skills CLI | 323,337 | MIT | ||
| teach Teach the user a new skill or concept, within this workspace. SkillInstall · skills CLI | 323,337 | MIT | ||
| to-questionnaire Turn a decision you can't fully answer into a questionnaire for someone else to fill in. SkillInstall · skills CLI | 323,337 | MIT | ||
| writing-beats Writing, exploit; assemble raw material into a journey of beats, grounding each term before a beat leans on it. SkillInstall · skills CLI | 323,337 | MIT | ||
| writing-for-agents Writing documents for agents. Use when creating or editing skills, or modifying AGENTS.md or CLAUDE.md. SkillInstall · skills CLI | 323,337 | MIT | ||
| writing-fragments Writing, explore: mine raw fragments, no structure yet. SkillInstall · skills CLI | 323,337 | MIT | ||
| writing-shape Writing, exploit: shape raw material into an article, paragraph by paragraph. SkillInstall · skills CLI | 323,337 | MIT | ||
| superpowers Superpowers teaches Claude brainstorming, subagent driven development with built in code review, systematic debugging, and red/green TDD. Additionally PluginAnthropic marketplace | 316,900 | MIT | ||
| mcp-builder Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. SkillOfficial · AnthropicInstall · skills CLI | 194,218 | — | ||
| skill-creator Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or opt SkillOfficial · AnthropicInstall · skills CLI | 194,218 | — | ||
| using-agent-skills Discovers and invokes agent skills. Use when starting a session, or when you need to decide which skill or workflow applies to the piece of work at ha SkillInstall · skills CLI | 117,221 | MIT | ||
| eve-chat-template-eve Work safely on Eve-specific internals in the Eve chat template. Use when changing the Eve agent, withEve routes, eveChannel auth, useEveAgent, ClientS SkillInstall · skills CLI | 116,897 | Apache-2.0 | ||
| company-creator Create agent company packages that conform to agentcompanies/v1. Use when asked to create a company, scaffold an agent team, hire agents, or turn a re SkillInstall · skills CLI | 113,505 | MIT | ||
| complain Autonomously yeet a brief, unstructured complaint about agent tooling or doing agent work. Preserve the raw voice. Submit proactively without permissi SkillInstall · skills CLI | 113,505 | MIT | ||
| create-agent-adapter Create or modify Paperclip agent adapters across server, UI, and CLI surfaces. Use when adding support for a new CLI agent, API agent, custom process, SkillInstall · skills CLI | 113,505 | MIT | ||
| create-case Create and kick off a Paperclip case from a user request, with workflow instructions and an initial agent. SkillInstall · skills CLI | 113,505 | MIT | ||
| create-external-bot-integration Build and qualify external bots such as Dot in Paperclip. Use for two-way work, invitation, identity, wakeup, Runner lifecycle, native tools, recovery SkillInstall · skills CLI | 113,505 | MIT | ||
| create-issue-interaction-ui Add a new Paperclip issue-thread interaction kind end-to-end. Use when repo work introduces or extends interaction cards like request_confirmation, ch SkillInstall · skills CLI | 113,505 | MIT | ||
| create-paperclip-bundled-skill Turn an idea, tweet, or task into a skill in the Paperclip skills catalog (packages/skills-catalog). Use when asked to FIND or MAKE a skill and publis SkillInstall · skills CLI | 113,505 | MIT | ||
| create-runner-adapter Add a new harness/provider integration to native Paperclip Runner, from requirements and protocol research through implementation, packaging, and real SkillInstall · skills CLI | 113,505 | MIT | ||
| create-verification-skill Generate a project-local verification skill that drives your app the way a user does — any language, framework, or platform. Use for /create-verificat SkillInstall · skills CLI | 113,505 | MIT | ||
| delegate-work Delegate user-requested work to an existing Paperclip agent, with a durable task reference and clear execution expectations. SkillInstall · skills CLI | 113,505 | MIT | ||
| design-guide Paperclip UI design system guide for building consistent, reusable frontend components. Use when creating new UI components, modifying existing ones, SkillInstall · skills CLI | 113,505 | MIT | ||
| diagnose-why-work-stopped Compatibility entry point for failed, stalled, looping, or over-recovered Paperclip work. Use fix-failed-paperclip-run for the full diagnosis, regress SkillInstall · skills CLI | 113,505 | MIT | ||
| first-task Guide the user's first Paperclip task when its description invokes /first-task. Interpret the opening answer, clarify their goal, propose a plan or a SkillInstall · skills CLI | 113,505 | MIT | ||
| fix-failed-paperclip-run Diagnose and fix failed, stuck, slow, or incorrectly blocked Paperclip tasks and runs. Use with a task/run URL or failure report to trace the root cau SkillInstall · skills CLI | 113,505 | MIT | ||
| follow-up-results Find progress or deliverables from earlier Paperclip work and add user-requested feedback with human attribution. SkillInstall · skills CLI | 113,505 | MIT | ||
| garden-inbox Scan a Paperclip user's Mine inbox, classify reversible archive candidates, request checkbox confirmation, and archive only accepted selections. Use w SkillInstall · skills CLI | 113,505 | MIT | ||
| index-refresh Use when an LLM Wiki operation issue requests an index refresh. Rebuild `wiki/index.md` from the actual wiki tree, reconcile missing/deleted entries, SkillInstall · skills CLI | 113,505 | MIT | ||
| LLM Wiki Maintainer Use the LLM Wiki plugin tools to maintain a cited local company wiki. SkillInstall · skills CLI | 113,505 | MIT | ||
| maintain-storybook Keep Paperclip stories and their downstream catalog aligned with the feature map and production UI. Use to reconcile story drift, classify prototypes, SkillInstall · skills CLI | 113,505 | MIT | ||
| maintain-verification-skill Keep a project's verification skill and product/agent access maps aligned with current source and real evidence. Use for /maintain-verification-skill, SkillInstall · skills CLI | 113,505 | MIT | ||
| paperclip Interact with the Paperclip control plane API for task coordination and governance. Use when checking assignments, updating issue status, posting comm SkillInstall · skills CLI | 113,505 | MIT | ||
| paperclip Use for Paperclip-managed tasks and heartbeats: reading task context, delivering task documents or files, updating completion or blockers, coordinatin SkillInstall · skills CLI | 113,505 | MIT | ||
| paperclip-board Manage a Paperclip company as a board member via chat. Use when the user wants onboarding, company or agent management, approvals, task monitoring, co SkillInstall · skills CLI | 113,505 | MIT | ||
| paperclip-converting-plans-to-tasks Decide whether Paperclip work needs delegation, and connect justified tasks with owners and real dependencies. Use when turning an authorized plan int SkillInstall · skills CLI | 113,505 | MIT | ||
| paperclip-create-agent Create new agents in Paperclip with governance-aware hiring. Use when you need to inspect adapter configuration options, compare existing agent config SkillInstall · skills CLI | 113,505 | MIT | ||
| paperclip-create-plugin Create and develop external Paperclip plugins with the CLI-first workflow. Use when scaffolding a plugin, iterating on a local plugin, installing it i SkillInstall · skills CLI | 113,505 | MIT | ||
| paperclip-dev-workspace-run-verify-fix Run, verify, reseed, and repair Paperclip isolated dev workspace services. Use when asked to start or fix a managed project/worktree service and prove SkillInstall · skills CLI | 113,505 | MIT | ||
| paperclip-distill Use when an operation issue is a Paperclip cursor-window, distill, or backfill. Turn source-bundled Paperclip activity into wiki-insightful project st SkillInstall · skills CLI | 113,505 | MIT | ||
| paperclip-evals Choose, inspect, validate, and report Paperclip Runner or Product E2E evaluations while preserving evidence, provenance, cost, and failure classificat SkillInstall · skills CLI | 113,505 | MIT | ||
| paperclip-page Publish static HTML pages and asset folders to the Paperclip S3/CloudFront page host. Use when asked to deploy, host, or share a persistent page, view SkillInstall · skills CLI | 113,505 | MIT | ||
| paperclip-task-bridge Create, comment on, update, and list Paperclip tasks from Hermes using scoped Paperclip API credentials. SkillInstall · skills CLI | 113,505 | MIT | ||
| pr-gardening Discover the pull requests this Paperclip instance opened (never community contributions), report what each is for and how confident we are that it is SkillInstall · skills CLI | 113,505 | MIT | ||
| pr-report Produce a maintainer-grade PR or contribution report as HTML or Markdown. Use when asked to deeply review a PR, explain a design, compare systems, or SkillInstall · skills CLI | 113,505 | MIT | ||
| prcheckloop Iterate on a GitHub PR until latest-head checks are green or a precise blocker is named. Use when a PR still has failing or pending checks after revie SkillInstall · skills CLI | 113,505 | MIT | ||
| prepare-mcp-integration Prepare MCP/vendor integrations through cited research, a content PR, exact-revision human approval, and one governed Paperclip connector PR per appro SkillInstall · skills CLI | 113,505 | MIT | ||
| prepare-paperclip-pr Prepare a Paperclip branch for PR with commits, template body, and checks. SkillInstall · skills CLI | 113,505 | MIT | ||
| reflection-coach Reflect on another agent's recent execution record and propose the smallest durable instruction, skill, or tool-description change. Use for evidence-b SkillInstall · skills CLI | 113,505 | MIT | ||
| release Coordinate a full Paperclip release across engineering verification, npm, GitHub, smoke testing, and announcement follow-up. Use when leadership asks SkillInstall · skills CLI | 113,505 | MIT | ||
| release-changelog Generate the stable Paperclip release changelog at releases/vYYYY.MDD.P.md by reading commits, changesets, and merged PR context since the last stable SkillInstall · skills CLI | 113,505 | MIT | ||
| release-changelog-discord-message Write the Discord announcement for a stable Paperclip release from the release changelog. Use when a release issue needs a copy-pasteable dotta-voice SkillInstall · skills CLI | 113,505 | MIT | ||
| review-my-team Review a connected Paperclip team's agents, tasks, blockers and pending approvals when the user asks for a team summary or what needs attention. SkillInstall · skills CLI | 113,505 | MIT | ||
| review-storybook Review Paperclip stories for a feature or change using the Storybook catalog, production source, and existing browser tests. Report component, mock, i SkillInstall · skills CLI | 113,505 | MIT | ||
| setup-code-maintenance-bot Set up a Paperclip agent and routine that applies a selected code-maintenance skill to a repository and opens pull requests. Use for nightly maintenan SkillInstall · skills CLI | 113,505 | MIT | ||
| status-card-query Create and maintain agent-authored Paperclip status cards, or compile a prose interest prompt into bounded CompanySearchQuery objects and write the fi SkillInstall · skills CLI | 113,505 | MIT | ||
| suggestion-box Quietly suggest a concrete improvement after observing material, generalizable friction in agent work. Submit proactively without permission, preview, SkillInstall · skills CLI | 113,505 | MIT | ||
| summarize-status Write a short, colloquial summary for a Paperclip summary slot: open with the 1–3 specific, concrete actions the reader needs to take right now to unb SkillInstall · skills CLI | 113,505 | MIT | ||
| task-planning Write or revise a useful Paperclip plan with a clear outcome and verification. Use when a plan is requested or uncertainty needs resolving before exec SkillInstall · skills CLI | 113,505 | MIT | ||
| terminal-bench-loop Run one Terminal-Bench task through a bounded Paperclip smoke/diagnosis/fix loop. Use when asked to drive Terminal-Bench until it passes, rerun a Term SkillInstall · skills CLI | 113,505 | MIT | ||
| test-audit Garden the test suite by finding and removing redundant, vacuous, or implementation-coupled tests while preserving useful regression coverage. Use for SkillInstall · skills CLI | 113,505 | MIT | ||
| verify-paperclip Verify Paperclip from a source checkout, published npm install, or existing staging or production stack. Select the environment, data state, version, SkillInstall · skills CLI | 113,505 | MIT | ||
| wiki-ingest Use when an operation issue asks to ingest a captured `raw/` source into the LLM Wiki, or the user says "ingest <slug>". Create durable source, entity SkillInstall · skills CLI | 113,505 | MIT | ||
| wiki-lint Use when an LLM Wiki operation issue is a lint or health check. Audit for contradictions, orphans, weak provenance, broken links, missing concept page SkillInstall · skills CLI | 113,505 | MIT | ||
| wiki-query Use when an LLM Wiki operation issue asks a question. Answer from wiki pages and raw sources with citations, name gaps plainly, and offer to file dura SkillInstall · skills CLI | 113,505 | MIT | ||
| claude-agent-lab Claude 代理实验室的连续数据界面动效模板。 SkillInstall · skills CLI | 107,550 | Apache-2.0 | ||
| html-ppt-obsidian-claude-gradient OpenDesign's enterprise AI-adoption brief: local-first agents at work, the risk controls, the ROI, and the rollout plan. Built as a decision-grade AI SkillInstall · skills CLI | 107,550 | Apache-2.0 | ||
| Ruflo Agent teams, swarms, memory and hooks for Claude Code and Codex, served over MCP. MCP serverGitHub-verified authorLocal · npm | 81,608 | MIT | ||
| io.github.ruvnet/claude-flow AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev. MCP serverGitHub-verified authorLocal · npm | 81,607 | MIT | ||
| abyssale-automation Automate Abyssale tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| agentql-automation Automate Agentql tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| agenty-automation Automate Agenty tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| aivoov-automation Automate Aivoov tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| alchemy-automation Automate Alchemy tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| apiverve-automation Automate Apiverve tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| appcircle-automation Automate Appcircle tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| appdrag-automation Automate Appdrag tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| appointo-automation Automate Appointo tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| appsflyer-automation Automate Appsflyer tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| appveyor-automation Automate Appveyor tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| aryn-automation Automate Aryn tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| ascora-automation Automate Ascora tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| asin-data-api-automation Automate Asin Data API tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| astica-ai-automation Automate Astica AI tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| async-interview-automation Automate Async Interview tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| atlassian-automation Automate Atlassian tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| auth0-automation Automate Auth0 tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| autobound-automation Automate Autobound tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| autom-automation Automate Autom tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| axonaut-automation Automate Axonaut tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| ayrshare-automation Automate Ayrshare tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| backendless-automation Automate Backendless tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| bannerbear-automation Automate Bannerbear tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| bart-automation Automate Bart tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| baselinker-automation Automate Baselinker tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| baserow-automation Automate Baserow tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| dungeon-fighter-online-automation Automate Dungeon Fighter Online tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| echtpost-automation Automate Echtpost tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| elorus-automation Automate Elorus tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| emailable-automation Automate Emailable tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| emelia-automation Automate Emelia tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| encodian-automation Automate Encodian tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| endorsal-automation Automate Endorsal tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| enigma-automation Automate Enigma tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| entelligence-automation Automate Entelligence tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| epic-games-automation Automate Epic Games tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| etermin-automation Automate Etermin tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| evenium-automation Automate Evenium tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| eventee-automation Automate Eventee tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| eventzilla-automation Automate Eventzilla tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| hyperplan Adversarial multi-agent planning skill. Self-orchestrates 5 hostile category members (unspecified-low, unspecified-high, deep, ultrabrain, artistry) v SkillInstall · skills CLI | 70,897 | — | ||
| hyperplan Adversarial multi-agent planning: a hostile team cross-critiques a plan before it is formalized. Use when planning needs maximum rigor or the user ask SkillInstall · skills CLI | 70,897 | — | ||
| teammode Codex-only team orchestration: run a named team of cooperating Codex workers with durable, script-managed state. MUST USE when the user asks Codex to SkillInstall · skills CLI | 70,897 | — | ||
| ulw-execute Executes a written ulw-plan work plan with Boulder state, evidence ledger, worktree discipline, and parallel subagents. Use when the user says ulw-exe SkillInstall · skills CLI | 70,897 | — | ||
| learn-taste Turn a session's design corrections into rules, with their why, in DESIGN.md, a project skill, or a lint check. SkillInstall · skills CLI | 56,728 | MIT | ||
| agent-notes Use when deciding whether a Cherry Studio change needs an Agent Note, authoring or reviewing a Spec, recording a durable bug-fix decision, moving a no SkillInstall · skills CLI | 53,498 | AGPL-3.0 | ||
| cherry-skill-marketplace 用户要求搜索、安装、查看或卸载 Skill，或内置能力不足时使用：先 search_skills，再 install_skill；无结果用 skill-creator 创建。 SkillInstall · skills CLI | 53,498 | AGPL-3.0 | ||
| cherry-tool-guide Cherry tool routing: bun, uv, rg, knowledge, memory, schedules, skills, MCP, web. Read before shell workarounds. SkillInstall · skills CLI | 53,498 | AGPL-3.0 | ||
| claude-automation-recommender Recommend Claude Code automations (hooks, subagents, skills, plugins, MCP) and review an existing setup. SkillInstall · skills CLI | 53,498 | AGPL-3.0 | ||
| create-skill Create a new skill in the current repository. Use when the user wants to create/add a new skill, or mentions creating a skill from scratch. This skill SkillInstall · skills CLI | 53,498 | AGPL-3.0 | ||
| find-skills Find and install agent skills when the user asks for a capability that may already exist as a skill. SkillInstall · skills CLI | 53,498 | AGPL-3.0 | ||
| skills-manager 搜索、安装或创建 Agent Skill；用户说“find a skill”“搜索技能”“帮我做个 skill”或想扩展能力时使用。 SkillInstall · skills CLI | 53,498 | AGPL-3.0 | ||
| nature-shared Internal shared-reference support package for installed Nature Skills, including nature-writing, nature-polishing, nature-response, nature-reader, and SkillInstall · skills CLI | 53,478 | Apache-2.0 | ||
| agent-evaluation Evaluate agent behavior with versioned cases and explicit verifiers. Use when comparing agent or prompt changes, reproducing failures, or running agen SkillInstall · skills CLI | 49,672 | MIT | ||
| agent-evaluation-reporting Use when summarizing agent evaluations where autonomous, assisted, failed, timed-out, or invalid outcomes must remain distinct and comparable. SkillInstall · skills CLI | 49,672 | MIT | ||
| agent-harness-fault-injection Use when an agent workflow needs deterministic recovery evidence for sandbox, MCP/tool, worker, checkpoint, memory, or orchestration failures. SkillInstall · skills CLI | 49,672 | MIT | ||
| ai-agents-architect Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. SkillInstall · skills CLI | 49,672 | MIT | ||
| langgraph Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, SkillInstall · skills CLI | 49,672 | MIT | ||
| agent-development This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", SkillOfficial · AnthropicInstall · skills CLI | 47,064 | Apache-2.0 | ||
| build-mcp-app This skill should be used when the user wants to build an "MCP app", add "interactive UI" or "widgets" to an MCP server, "render components in chat", SkillOfficial · AnthropicInstall · skills CLI | 47,064 | Apache-2.0 | ||
| build-mcp-server This skill should be used when the user asks to "build an MCP server", "create an MCP", "make an MCP integration", "wrap an API for Claude", "expose t SkillOfficial · AnthropicInstall · skills CLI | 47,064 | Apache-2.0 | ||
| build-mcpb This skill should be used when the user wants to "package an MCP server", "bundle an MCP", "make an MCPB", "ship a local MCP server", "distribute a lo SkillOfficial · AnthropicInstall · skills CLI | 47,064 | Apache-2.0 | ||
| champion-kit Help Claude Code champions run hackathons and office hours, find patterns worth sharing, help teammates climb the steps of AI adoption, and write a sh PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| claude-automation-recommender Analyze a codebase and recommend Claude Code automations (hooks, subagents, skills, plugins, MCP servers). Use when user asks for automation recommend SkillOfficial · AnthropicInstall · skills CLI | 47,064 | Apache-2.0 | ||
| claude-code-setup Analyze codebases and recommend tailored Claude Code automations such as hooks, skills, MCP servers, and subagents. PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| command-development This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command arguments", "use SkillOfficial · AnthropicInstall · skills CLI | 47,064 | Apache-2.0 | ||
| hook-development This skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate tool use", "implement prompt-base SkillOfficial · AnthropicInstall · skills CLI | 47,064 | Apache-2.0 | ||
| hookify Easily create custom hooks to prevent unwanted behaviors by analyzing conversation patterns or from explicit instructions. Define rules via simple mar PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| mcp-integration This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context P SkillOfficial · AnthropicInstall · skills CLI | 47,064 | Apache-2.0 | ||
| plugin-dev Comprehensive toolkit for developing Claude Code plugins. Includes 7 expert skills covering hooks, MCP integration, commands, agents, and best practic PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| plugin-settings This skill should be used when the user asks about "plugin settings", "store plugin configuration", "user-configurable plugin", ".local.md files", "pl SkillOfficial · AnthropicInstall · skills CLI | 47,064 | Apache-2.0 | ||
| plugin-structure This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", " SkillOfficial · AnthropicInstall · skills CLI | 47,064 | Apache-2.0 | ||
| ralph-loop Interactive self-referential AI loops for iterative development, implementing the Ralph Wiggum technique. Claude works on the same task repeatedly, se PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| skill-creator Create new skills, improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an e PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| skill-development This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organiz SkillOfficial · AnthropicInstall · skills CLI | 47,064 | Apache-2.0 | ||
| langchain-architecture Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implemen SkillInstall · skills CLI | 42,495 | MIT | ||
| protect-mcp-setup Configure Cedar policy enforcement and Ed25519 signed receipts for Claude Code tool calls. Use when setting up projects that need cryptographic audit SkillInstall · skills CLI | 42,495 | MIT | ||
| review-agent-setup Configure human-in-the-loop gating for AI agent review actions in Claude Code. Use when setting up a project where an agent may post PR reviews, comme SkillInstall · skills CLI | 42,495 | MIT | ||
| scan Scans the codebase to generate project-doc.md and AGENTS.md. Use when bootstrapping a new agent-driven repo, refreshing project documentation after ar SkillInstall · skills CLI | 42,495 | MIT | ||
| session-guard Use when working on complex multi-step tasks, when a session is getting long (40+ tool calls), when the agent starts ignoring rules it followed earlie SkillInstall · skills CLI | 42,495 | MIT | ||
| signed-audit-trails-recipe Step-by-step cookbook for setting up cryptographically signed audit trails on Claude Code tool calls. Use when explaining, evaluating, or demonstratin SkillInstall · skills CLI | 42,495 | MIT | ||
| agent-architecture Design AI agent architectures through requirements discovery, or audit and diagnose architectural flaws in existing agents. Architecture only; exclude SkillInstall · skills CLI | 41,140 | MIT | ||
| agent-governance Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when: - Building AI agents that call ext SkillInstall · skills CLI | 41,140 | MIT | ||
| agent-owasp-compliance Check any AI agent codebase against the OWASP Agentic Security Initiative (ASI) Top 10 risks. Use this skill when: - Evaluating an agent system's secu SkillInstall · skills CLI | 41,140 | MIT | ||
| agent-skill-stack Find, evaluate, and assemble the smallest compatible set of AI Agent Skills for an end-to-end natural-language goal. Use when a user wants Skills for SkillInstall · skills CLI | 41,140 | MIT | ||
| agent-supply-chain Verify supply chain integrity for AI agent plugins, tools, and dependencies. Use this skill when: - Generating SHA-256 integrity manifests for agent p SkillInstall · skills CLI | 41,140 | MIT | ||
| agentic-workflows Route gh-aw workflow design/create/debug/upgrade requests to the right prompts. SkillInstall · skills CLI | 41,140 | MIT | ||
| ai-ready Make any repo AI-ready — analyzes your codebase and generates AGENTS.md, copilot-instructions.md, CI workflows, issue templates, and more. Mines your SkillInstall · skills CLI | 41,140 | MIT | ||
| ai-team-orchestration Bootstrap and run a lightweight multi-agent development team. Use when starting or adopting a project, planning work, coordinating implementation and SkillInstall · skills CLI | 41,140 | MIT | ||
| copilot-sdk Build agentic applications with the Microsoft Copilot SDK, transitioning from GitHub Copilot SDK. Use when embedding AI agents in apps, creating custo SkillInstall · skills CLI | 41,140 | MIT | ||
| declarative-agents Complete development kit for Microsoft 365 Copilot declarative agents with three comprehensive workflows (basic, advanced, validation), TypeSpec suppo SkillInstall · skills CLI | 41,140 | MIT | ||
| dotnet-mcp-builder Build Model Context Protocol (MCP) servers in C#/.NET against the current ModelContextProtocol 2.x NuGet packages. Helps with cases the model gets wro SkillInstall · skills CLI | 41,140 | MIT | ||
| foundry-agent-sync Create and synchronize prompt-based AI agents directly within Azure AI Foundry via REST API, from a local JSON manifest. Unlike scaffolding skills tha SkillInstall · skills CLI | 41,140 | MIT | ||
| foundry-agentic-loop Build agentic solutions on Microsoft Foundry, GitHub and Azure: hosted agents, toolbox tools and skills, Foundry IQ grounding and a React/FastAPI app. SkillInstall · skills CLI | 41,140 | MIT | ||
| foundry-hosted-agent-copilotkit Build and evolve agentic web apps that pair a CopilotKit React frontend with a Microsoft Agent Framework agent running as a Microsoft Foundry hosted a SkillInstall · skills CLI | 41,140 | MIT | ||
| kotlin-mcp-server-generator Generate a complete Kotlin MCP server project with proper structure, dependencies, and implementation using the official io.modelcontextprotocol:kotli SkillInstall · skills CLI | 41,140 | MIT | ||
| mcp-copilot-studio-server-generator Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support SkillInstall · skills CLI | 41,140 | MIT | ||
| mcp-create-adaptive-cards Skill converted from mcp-create-adaptive-cards.prompt.md SkillInstall · skills CLI | 41,140 | MIT | ||
| mcp-create-declarative-agent Skill converted from mcp-create-declarative-agent.prompt.md SkillInstall · skills CLI | 41,140 | MIT | ||
| mcp-deploy-manage-agents Skill converted from mcp-deploy-manage-agents.prompt.md SkillInstall · skills CLI | 41,140 | MIT | ||
| microsoft-skill-creator Create agent skills for Microsoft technologies using Learn MCP tools. Use when users want to create a skill that teaches agents about any Microsoft te SkillInstall · skills CLI | 41,140 | MIT | ||
| napkin Visual whiteboard collaboration for Copilot CLI. Creates an interactive whiteboard that opens in your browser — draw, sketch, add sticky notes, then s SkillInstall · skills CLI | 41,140 | MIT | ||
| onboard-context-matic Interactive onboarding tour for the context-matic MCP server. Walks the user through what the server does, shows all available APIs, lets them pick on SkillInstall · skills CLI | 41,140 | MIT | ||
| find-skills Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or e SkillInstall · skills CLI | 39,285 | MIT | ||
| automating-ioc-enrichment Automates the enrichment of raw indicators of compromise with multi-source threat intelligence context using SOAR platforms, Python pipelines, or TIP SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| building-adversary-infrastructure-tracking-system Build an automated adversary infrastructure tracking system in Python (dnspython, python-whois, shodan, networkx) that pivots across passive DNS, cert SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| building-attack-pattern-library-from-cti-reports Parse cyber threat intelligence reports (Mandiant, CrowdStrike, Talos, Microsoft) with stix2, mitreattack-python, and spaCy to extract adversary behav SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| building-automated-malware-submission-pipeline Builds an automated malware submission and analysis pipeline that collects suspicious files from endpoints and email gateways, submits them to sandbox SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| building-c2-infrastructure-with-sliver-framework Deploy and harden a Sliver C2 team server (BishopFox's Go-based adversary emulation framework) with multi-protocol listeners (mTLS, HTTP/S, DNS, WireG SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| building-c2-redirector-infrastructure Build dumb-pipe and traffic-filtering C2 redirectors with nginx (proxy_pass) and Apache (mod_rewrite), deriving filter rules from a Malleable C2 profi SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| building-detection-rule-with-splunk-spl Build effective detection rules using Splunk Search Processing Language (SPL) correlation searches to identify security threats in SOC environments. SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| building-detection-rules-with-sigma Builds vendor-agnostic detection rules using the Sigma rule format for threat detection across SIEM platforms including Splunk, Elastic, and Microsoft SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| building-incident-response-playbook Designs and documents structured incident response playbooks with step-by-step procedures per incident type, decision trees, escalation criteria, RACI SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| building-incident-timeline-with-timesketch Build collaborative forensic incident timelines using Timesketch to ingest, normalize, and analyze multi-source event data (including Plaso output) fo SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| building-ioc-defanging-and-sharing-pipeline Build an automated pipeline that ingests raw IOCs (URLs, IPs, domains, emails), normalizes and deduplicates them, then produces defanged renderings fo SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| building-ioc-enrichment-pipeline-with-opencti Build an automated IOC enrichment pipeline on OpenCTI (STIX 2.1 native threat intel platform) using its internal enrichment connectors to pull context SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| building-malware-incident-communication-template Build structured communication templates for malware incidents (ransomware, wiper, trojan, worm), covering internal stakeholder notifications, executi SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| building-patch-tuesday-response-process Establish a repeatable operational process for triaging, testing, and deploying Microsoft Patch Tuesday security updates (Windows, Office, Exchange, S SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| building-phishing-reporting-button-workflow Implement a phishing report button (Microsoft 365 built-in Report button or third-party like KnowBe4/Cofense) in email clients with a SOAR-driven auto SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| building-ransomware-playbook-with-cisa-framework Builds a structured ransomware incident response playbook aligned with the CISA StopRansomware Guide and NIST Cybersecurity Framework, covering prepar SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| building-red-team-c2-infrastructure-with-havoc Deploy and configure the Havoc C2 framework (teamserver, HTTPS/HTTP/SMB listeners, Nginx redirectors, and Demon agents) with malleable traffic profile SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| building-role-mining-for-rbac-optimization Apply bottom-up and top-down role mining techniques, including clustering algorithms and formal concept analysis, to discover optimal RBAC roles from SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| building-soc-escalation-matrix Build a structured SOC escalation matrix defining severity tiers, response SLAs, tiered escalation paths, and notification procedures for security inc SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| agent-evaluation Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top SkillInstall · skills CLI | 33,495 | MIT | ||
| agent-management Create, manage, and orchestrate AI agents using the AI Maestro CLI. Use when the user asks to "create agent", "list agents", "delete agent", "hibernat SkillInstall · skills CLI | 33,495 | MIT | ||
| agent-manager-skill Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling. SkillInstall · skills CLI | 33,495 | MIT | ||
| agent-md-refactor Refactor bloated AGENTS.md, CLAUDE.md, or similar agent instruction files to follow progressive disclosure principles. Splits monolithic files into or SkillInstall · skills CLI | 33,495 | MIT | ||
| agent-messaging Send and receive cryptographically signed messages between AI agents using the Agent Messaging Protocol (AMP). Use when the user asks to "send a messa SkillInstall · skills CLI | 33,495 | MIT | ||
| agent-tool-builder Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails s SkillInstall · skills CLI | 33,495 | MIT | ||
| agents-autogpt Autonomous AI agent platform for building and deploying continuous agents. Use when creating visual workflow agents, deploying persistent autonomous a SkillInstall · skills CLI | 33,495 | MIT | ||
| agents-crewai Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, SkillInstall · skills CLI | 33,495 | MIT | ||
| ai-agents-architect Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: SkillInstall · skills CLI | 33,495 | MIT | ||
| autonomous-agent-patterns Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflow SkillInstall · skills CLI | 33,495 | MIT | ||
| autonomous-agents Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance SkillInstall · skills CLI | 33,495 | MIT | ||
| crewai Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task d SkillInstall · skills CLI | 33,495 | MIT | ||
| deep-research Run autonomous research tasks that plan, search, read, and synthesize information into comprehensive reports. SkillInstall · skills CLI | 33,495 | MIT | ||
| dispatching-parallel-agents Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies SkillInstall · skills CLI | 33,495 | MIT | ||
| gepetto Creates detailed, sectionized implementation plans through research, stakeholder interviews, and multi-LLM review. Use when planning features that nee SkillInstall · skills CLI | 33,495 | MIT | ||
| llm-app-patterns Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when desig SkillInstall · skills CLI | 33,495 | MIT | ||
| loki-mode Multi-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents across engineering, QA, DevOps, s SkillInstall · skills CLI | 33,495 | MIT | ||
| parallel-agents Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis require SkillInstall · skills CLI | 33,495 | MIT | ||
| prompt-engineering-dspy Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and agents with DSPy - Stanford NLP' SkillInstall · skills CLI | 33,495 | MIT | ||
| pydantic-ai Build production-ready AI agents with PydanticAI — type-safe tool use, structured outputs, dependency injection, and multi-model support. SkillInstall · skills CLI | 33,495 | MIT | ||
| rag-engineer Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization SkillInstall · skills CLI | 33,495 | MIT | ||
| rag-implementation Retrieval-Augmented Generation patterns including chunking, embeddings, vector stores, and retrieval optimization Use when: rag, retrieval augmented, SkillInstall · skills CLI | 33,495 | MIT | ||
| research-engineer An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical cor SkillInstall · skills CLI | 33,495 | MIT | ||
| subagent-driven-development Use when executing implementation plans with independent tasks in the current session SkillInstall · skills CLI | 33,495 | MIT | ||
| voice-agents Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and syn SkillInstall · skills CLI | 33,495 | MIT | ||
| voice-ai-development Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepg SkillInstall · skills CLI | 33,495 | MIT | ||
| self-customize Customize your own agent — add capabilities, install packages, add MCP servers, edit code or CLAUDE.md. Use when the user asks you to add a feature, i SkillInstall · skills CLI | 31,114 | MIT | ||
| adversarial-reviewer Tough, critical review of a diff or PR before merge, through hostile reviewer personas that catch shared blind spots. Use whenever the user wants a ch SkillInstall · skills CLI | 29,773 | MIT | ||
| agent-designer Design multi-agent systems (supervisor, swarm, pipeline) and tool schemas; find bottlenecks in run logs. Use whenever agents split work or a run is sl SkillInstall · skills CLI | 29,773 | MIT | ||
| agent-harness Use when an agent should drive a goal in one of this repo's domains to a verified close, before starting the work. Compiles the goal into a task plan SkillInstall · skills CLI | 29,773 | MIT | ||
| agent-launcher-orchestrator Use when someone wants to build, launch, grade or schedule a Claude Managed Agent in their own Anthropic account ('build me an agent', 'run this night SkillInstall · skills CLI | 29,773 | MIT | ||
| agent-protocol Use when C-suite advisor agents need to call each other or run a multi-role meeting. Defines invocation syntax, loop prevention, isolation and respons SkillInstall · skills CLI | 29,773 | MIT | ||
| agent-regression-evals Use before shipping any agent, prompt, model or tool change, or when a pass-rate drop needs a verdict. Runs repeated trials, gates candidate vs baseli SkillInstall · skills CLI | 29,773 | MIT | ||
| agent-run-forensics Use when asked why an agent did something, what a past session or run changed, whether tests really passed, or to verify a session summary. Answers fr SkillInstall · skills CLI | 29,773 | MIT | ||
| agent-workflow-designer Use when architecting a multi-step LLM or agent pipeline, choosing single vs multi-agent, or fixing context bloat and broken handoffs. Scaffolds the p SkillInstall · skills CLI | 29,773 | MIT | ||
| agenthub Run several agents on one task in parallel and keep the best result: faster code, copy variants, research angles. Use whenever the user wants multiple SkillInstall · skills CLI | 29,773 | MIT | ||
| ar-loop Use for /ar-loop, or to run an autoresearch experiment on a schedule (10 min to monthly) with CronCreate. SkillInstall · skills CLI | 29,773 | MIT | ||
| ar-resume Use for /ar-resume, or to continue a paused autoresearch experiment from its branch and results history. SkillInstall · skills CLI | 29,773 | MIT | ||
| ar-run Use for /ar-run, or to run one manual autoresearch iteration: edit, evaluate, keep or discard. SkillInstall · skills CLI | 29,773 | MIT | ||
| ar-status Show autoresearch results and progress. Use when asked how an experiment runs, or /ar-status. SkillInstall · skills CLI | 29,773 | MIT | ||
| autoresearch-agent Make a file measurably better by trial: faster code, smaller bundle, higher pass rate or prompt score. Use whenever the user wants something optimized SkillInstall · skills CLI | 29,773 | MIT | ||
| board Use to post or read messages on the AgentHub coordination board between competing agents. SkillInstall · skills CLI | 29,773 | MIT | ||
| book-to-skill Use when turning a book, docs folder or spec collection (PDF, EPUB, DOCX, HTML, Markdown) into an agent skill, before summarizing it by hand. Extracts SkillInstall · skills CLI | 29,773 | MIT | ||
| chaos-engineering Use before running a chaos experiment, gameday or fault injection, or after one to write it up. Designs it with steady state and abort criteria in exp SkillInstall · skills CLI | 29,773 | MIT | ||
| coding-agent-rollout Roll out Claude Code to a team: shared or managed settings, MCP and plugin approval, layered CLAUDE.md, adoption. Use whenever the user sets up Claude SkillInstall · skills CLI | 29,773 | MIT | ||
| collab-proof Use for /collab-proof or a session retrospective on what Claude contributed versus what the user drove. Builds an evidence-backed split of the session SkillInstall · skills CLI | 29,773 | MIT | ||
| eval Rank finished AgentHub agents by metric or judge. Use when asked which agent won. SkillInstall · skills CLI | 29,773 | MIT | ||
| extract Turn a fix or pattern that keeps coming up into a reusable skill with SKILL.md, reference docs and examples. Use whenever the user runs /si:extract or SkillInstall · skills CLI | 29,773 | MIT | ||
| grade-iterate Use when a launched managed agent needs grading against a rubric and improving ('grade my agent', 'is it good enough'). Builds the outcome with outcom SkillInstall · skills CLI | 29,773 | MIT | ||
| grill-me Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user SkillInstall · skills CLI | 29,773 | MIT | ||
| grill-with-docs Use when a plan should be stress-tested against the project's own docs (CONTEXT.md glossary, docs/adr decisions), or the user says 'grill with docs'. SkillInstall · skills CLI | 29,773 | MIT | ||
| handoff Compact the current conversation into a handoff document for another agent to pick up, referencing existing artifacts (PRDs, plans, ADRs, issues, comm SkillInstall · skills CLI | 29,773 | MIT | ||
| hivemind Use when delegating grunt work to free opencode workers instead of spending Claude tokens: one worker or a scout, coder and tester swarm in worktrees. SkillInstall · skills CLI | 29,773 | MIT | ||
| hub-init Use for /hub-init, or to start an AgentHub competition: task, agent count and evaluation criteria. SkillInstall · skills CLI | 29,773 | MIT | ||
| hub-run Use for /hub-run, or to run a whole AgentHub competition end to end: init, baseline, spawn, eval and merge. SkillInstall · skills CLI | 29,773 | MIT | ||
| hub-status Use for /hub-status, or to check AgentHub agent progress, branches and DAG state. SkillInstall · skills CLI | 29,773 | MIT | ||
| interview Use when someone has an agent idea to scope before launch ('help me scope an agent'). Interviews them about the one job and writes a build sheet with SkillInstall · skills CLI | 29,773 | MIT | ||
| memory-review Review what the agent has learned in auto-memory: what to promote to permanent rules, stale entries to prune, duplicates to merge. Use whenever the us SkillInstall · skills CLI | 29,773 | MIT | ||
| memory-status Health check of agent auto-memory: line counts, topic files, capacity, stale entries and what to prune. Use whenever the user asks how full or healthy SkillInstall · skills CLI | 29,773 | MIT | ||
| merge Use to land the winning AgentHub branch, archive the others and clean up worktrees. SkillInstall · skills CLI | 29,773 | MIT | ||
| promote Graduate a proven pattern from auto-memory (MEMORY.md) to CLAUDE.md or .claude/rules/ for permanent enforcement. Use when the user runs /si:promote or SkillInstall · skills CLI | 29,773 | MIT | ||
| remember Save something important to auto-memory with a timestamp and context. Use whenever the user says remember this, note it for next time or don't forget, SkillInstall · skills CLI | 29,773 | MIT | ||
| run-without-you Use when a graded managed agent should run on a schedule, on an event trigger or on demand ('run it every morning'). Validates cron with cron_validato SkillInstall · skills CLI | 29,773 | MIT | ||
| self-improving-agent Curate what the agent has learned into durable project knowledge. Reviews Claude Code auto-memory (MEMORY.md and its topic files) for learnings worth SkillInstall · skills CLI | 29,773 | MIT | ||
| setup Use for /autoresearch-agent:setup, or to start a new autoresearch experiment: target, eval command, metric, direction, evaluator. SkillInstall · skills CLI | 29,773 | MIT | ||
| skill-retro Use when the user wants their skills graded from real session history, asks which installed skills actually work, or wants evidence-backed skill edits SkillInstall · skills CLI | 29,773 | MIT | ||
| skillopt-sleep Use when the user wants their Claude agent to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle, memory/skill consol SkillInstall · skills CLI | 29,773 | MIT | ||
| spawn Launch the competing agents in isolated worktrees. Use when an AgentHub session is set up. SkillInstall · skills CLI | 29,773 | MIT | ||
| stage-launch Use when a managed-agent build sheet is ready to launch ('launch it', 'deploy the agent'). Generates and validates API payloads with payload_generator SkillInstall · skills CLI | 29,773 | MIT | ||
| wrap-up Use when closing out a launched managed agent ('wrap up', 'what do I own now'). Inventories primitives with primitives_inventory.py, regenerates the o SkillInstall · skills CLI | 29,773 | MIT | ||
| plugin-creator Create and scaffold plugin directories for Codex with a required `.codex-plugin/plugin.json`, optional plugin folders/files, and baseline placeholders SkillInstall · skills CLI | 28,730 | — | ||
| skill-creator Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Codex' SkillInstall · skills CLI | 28,730 | — | ||
| skill-installer Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path. Use when a user asks to list installable skills, install a cur SkillInstall · skills CLI | 28,730 | — | ||
| write-a-skill Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, or build a new ski SkillInstall · skills CLI | 27,717 | MIT | ||
| Agent Skills Search Server Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server. MCP serverVerified domain · mcp.com.aiRemoteDown | 27,236 | Apache-2.0 | ||
| nocobase-app-plugin-agent-sessions Register the Agent Sessions plugin in a NocoBase App so people talk in the browser with the coding agents on their own computers (Codex, Claude Code, SkillInstall · skills CLI | 24,921 | — | ||
| nocobase-app-plugin-agents Register the Agents plugin in a NocoBase App and configure it (agents.* in config.yml), contribute subjects, scopes, business actions, agent defaults, SkillInstall · skills CLI | 24,921 | — | ||
| OpenWork MCP Gateway Your OpenWork org's skills, plugins, workflows, and connections through one OAuth MCP URL. MCP serverVerified domain · openworklabs.comRemoteSign-in needed | 24,503 | — | ||
| agent-platform-access-audit Audits AI agent data access, blast radius, and blocked policy operations in Google Cloud by querying Cloud Audit Logs via BigQuery. Use when investiga SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| agent-platform-alert-configuration Configures best-practice alerting policies for AI agents using OpenTelemetry (OTel) metrics, generating output as Terraform (.tf) configuration files. SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| agent-platform-architecture Designs, engineers, and validates enterprise Gemini platform architectures. Use when designing multi-project hierarchies (Host, Central Governance Hub SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| agent-platform-autorater-customization Customizes an autorater (evaluation metric) for an AI agent so its grades match the user's own judgment, starting from the agent's real trajectories. SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| agent-platform-deploy Deploy open models or custom weights from Model Garden to Agent Platform endpoints, check the status of an in-progress deployment operation, or clean SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| agent-platform-endpoint-management Manages Agent Platform serving endpoints. Use when you need to create, list, describe, update, or delete serving endpoints for model deployment on Age SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| agent-platform-eval-flywheel Measures and improves the quality of AI models and agents on Google Cloud using the Eval Quality Flywheel methodology. Use when generating synthetic u SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| agent-platform-inference Connects to and performs inference with Google Cloud Agent Platform GenAI models, including First-Party Gemini models and Third-Party OpenMaaS models SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| agent-platform-migrate-from-ai-studio Guides agents and users through migrating from Gemini API in Google AI Studio to Gemini Enterprise Agent Platform (formerly Vertex AI). Use this skill SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| agent-platform-model-registry Agent Platform Model Registry Management. Use when you need to upload, list, describe, update, or delete machine learning models (and their versions) SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| agent-platform-prompt-management Manages and orchestrates prompts in Agent Platform. Use when you need to create, list, retrieve, version, or delete managed prompts in Agent Platform. SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| agent-platform-rag-engine-management Manage and query Agent Platform RAG Engine Corpora and retrieve grounded contexts using the Google GenAI SDK. Use when listing RAG corpora or files, i SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| agent-platform-skill-registry Interact with the Gemini Enterprise Agent Platform Skill Registry to create and search for available skills. Use this skill to enable agents to regist SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| agent-platform-troubleshooting Troubleshoots Google Cloud Gemini Enterprise Agent Platform issues across Agent Gateway, Agent Connectivity Templates (ACT), Agent Registry, Agent Ide SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| agent-platform-tuning Agent Platform Model Tuning. Use when you need to fine-tune open models or Gemini models using Agent Platform infrastructure. Don't use for model trai SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| agent-platform-tuning-management Manages GenAI tuning jobs in Agent Platform. Use this to list, get, or cancel ongoing model tuning jobs. Don't use for fine-tuning models (use `agent- SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| api-gateway-mcp-server Configures Google Cloud API Gateway to act as a remote Model Context Protocol (MCP) server (Public Preview) that exposes REST APIs as agent tools over SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| apigee-agent-gateway-governance Stands up an Apigee API proxy that a Google Cloud Agent Gateway calls as an ext-proc (Service Extension) callout on an agent's LLM traffic, to meter t SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| developing-genkit-python Provides guidance on developing AI-powered applications using Genkit Python (0.13) and migrating Genkit Python 0.12 projects to 0.13. Use when buildin SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| gemini-agents-api Manages custom Agent resources on Gemini Enterprise Agent Platform. Use when the user wants to programmatically create, configure, list, update, or de SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| gemini-interactions-api Guides the usage of Gemini Interactions API on Gemini Enterprise Agent Platform. Use when the user wants to use the stateful, server-managed Interacti SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| google-ads-api-mcp-setup Guides developers through downloading, configuring, and installing the official open-source Google Ads MCP Server. Use this skill when a user wants to SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| google-agents-cli-onboarding Onboarding entrypoint for agents-cli in Agent Platform. It should be used when the user wants to "create a new agent", "develop an agent", "build an a SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| google-cloud-solution-agentic-ai-bidirectional-streaming Guides agents to interactively discover customer requirements for live, bidirectional multi-agent AI systems that process continuous streams of multim SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| google-cloud-solution-agentic-ai-data-science-workflow Designs a tailored multi-product agentic data science architecture on Google Cloud that incorporates opinionated best practices. Use when architecting SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| google-cloud-solution-agentic-analytics-spark-knowledge-catalog Discovers requirements and designs an end-to-end governed agentic analytics solution using Knowledge Catalog and Managed Service for Apache Spark (Lig SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| google-cloud-solution-build-deploy-agents Designs, builds, and deploys AI agents or multi-agent systems on Google Cloud. Provides an interactive workflow to gather requirements, recommend a ta SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| leader 把一句话的想法拆成 AI agent 能独立跑完的目标任务书，/goal 直接可跑。用户说「帮我给 agent 写个目标」「帮我详细拆一下这个目标」「写个任务书/brief 给 agent」「写个 goal 提示词」「让 agent 自己跑这个项目」「把活分给几个 agent 并行」时使用。不触发： SkillInstall · skills CLI | 22,240 | MIT | ||
| ablation-planner Use when main results pass result-to-claim (`claim_supported = yes` or `partial`) and ablation studies are needed for paper submission. A secondary Co SkillInstall · skills CLI | 19,162 | MIT | ||
| analyze-results Analyze ML experiment results, compute statistics, generate comparison tables and insights. Use when user says \"analyze results\", \"compare\", or ne SkillInstall · skills CLI | 19,162 | MIT | ||
| auto-paper-improvement-loop Autonomously improve a generated paper via Claude review through claude-review MCP → implement fixes → recompile, for 2 rounds. Use when user says \"改 SkillInstall · skills CLI | 19,162 | MIT | ||
| auto-paper-improvement-loop Autonomously improve a generated paper via Gemini review through gemini-review MCP → implement fixes → recompile, for 2 rounds. Use when user says \"改 SkillInstall · skills CLI | 19,162 | MIT | ||
| auto-review-loop Autonomous multi-round research review loop. Repeatedly reviews using Claude Code via claude-review MCP, implements fixes, and re-reviews until positi SkillInstall · skills CLI | 19,162 | MIT | ||
| auto-review-loop Autonomous multi-round research review loop. Repeatedly reviews using Gemini via gemini-review MCP, implements fixes, and re-reviews until positive as SkillInstall · skills CLI | 19,162 | MIT | ||
| auto-review-loop Autonomous multi-round research review loop. Uses a fresh Codex agent or selected Gemini, Grok, or Claude Code reviewer, implements fixes, and re-revi SkillInstall · skills CLI | 19,162 | MIT | ||
| auto-review-loop-llm Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with \"auto r SkillInstall · skills CLI | 19,162 | MIT | ||
| auto-review-loop-minimax Autonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP for external review. Trigger with SkillInstall · skills CLI | 19,162 | MIT | ||
| citation-crosscheck Conditionally double-blind bibliographic cross-check (double-blind only when the host can isolate the web agent; a flag-only heuristic when isolation SkillInstall · skills CLI | 19,162 | MIT | ||
| dse-loop Autonomous design space exploration loop for computer architecture and EDA. Runs a program, analyzes results, tunes parameters, and iterates until obj SkillInstall · skills CLI | 19,162 | MIT | ||
| experiment-audit Audit experiment integrity before claiming results. Uses fresh-agent GPT-6-Astra review (same-family provisional in the base Codex mirror) to check fo SkillInstall · skills CLI | 19,162 | MIT | ||
| idea-discovery Workflow 1: Full idea discovery pipeline. Orchestrates research-lit \u2192 idea-creator \u2192 novelty-check \u2192 research-review to go from a broad SkillInstall · skills CLI | 19,162 | MIT | ||
| integrity-forensics Run the Anti-Autoresearch integrity-forensics DETERMINISTIC slice (numeric core + rules-only reporter) against a paper via a SHA-pinned thin launcher, SkillInstall · skills CLI | 19,162 | MIT | ||
| mermaid-diagram Generate Mermaid diagrams from user requirements. Save .mmd and .md files to figures/ with syntax verification. Supports flowcharts, sequence diagrams SkillInstall · skills CLI | 19,162 | MIT | ||
| meta-apply Privileged applier that LANDS meta-optimize / corpus-audit patches the user approved — the ONLY skill permitted to mutate the skill corpus from a self SkillInstall · skills CLI | 19,162 | MIT | ||
| meta-apply Privileged applier that LANDS meta-optimize / corpus-audit patches the user approved, with a fresh landing review and human approval. Base Codex revie SkillInstall · skills CLI | 19,162 | MIT | ||
| monitor-experiment Monitor running experiments, check progress, collect results. Use when user says \"check results\", \"is it done\", \"monitor\", or wants experiment o SkillInstall · skills CLI | 19,162 | MIT | ||
| novelty-check Verify research idea novelty against recent literature. Use when user says \"\u67e5\u65b0\", \"novelty check\", \"\u6709\u6ca1\u6709\u4eba\u505a\u8fc7 SkillInstall · skills CLI | 19,162 | MIT | ||
| paper-claim-audit Zero-context verification that every number, comparison, and scope claim in the paper matches raw result files. Uses a fresh Codex reviewer with no pr SkillInstall · skills CLI | 19,162 | MIT | ||
| paper-compile Compile LaTeX paper to PDF, fix errors, and verify output. Use when user says \\\"\u7f16\u8bd1\u8bba\u6587\\\", \\\"compile paper\\\", \\\"build PDF\\ SkillInstall · skills CLI | 19,162 | MIT | ||
| paper-figure Generate publication-quality figures and tables from experiment results. Use when user says \\\"\u753b\u56fe\\\", \\\"\u4f5c\u56fe\\\", \\\"generate f SkillInstall · skills CLI | 19,162 | MIT | ||
| paper-illustration Generate publication-quality AI illustrations for academic papers using Gemini image generation. Creates architecture diagrams, method illustrations w SkillInstall · skills CLI | 19,162 | MIT | ||
| paper-plan Generate a structured paper outline from review conclusions and experiment results. Use when user says \\\"\u5199\u5927\u7eb2\\\", \\\"paper outline\\ SkillInstall · skills CLI | 19,162 | MIT | ||
| paper-talk End-to-end conference talk pipeline: paper → slide outline → Beamer + PPTX → per-page polish → assurance checks (claim / citation / anonymity) → final SkillInstall · skills CLI | 19,162 | MIT | ||
| paper-write Draft LaTeX paper section by section from an outline. Use when user says \\\"\u5199\u8bba\u6587\\\", \\\"write paper\\\", \\\"draft LaTeX\\\", \\\"\u5 SkillInstall · skills CLI | 19,162 | MIT | ||
| paper-writing Workflow 3: Full paper writing pipeline that goes from a narrative report to a polished, submission-ready PDF. Use when user says \"写论文全流程\", \"write SkillInstall · skills CLI | 19,162 | MIT | ||
| paper-writing Workflow 3: Full paper writing pipeline. Orchestrates paper-plan \u2192 paper-figure \u2192 paper-write \u2192 paper-compile \u2192 auto-paper-improve SkillInstall · skills CLI | 19,162 | MIT | ||
| pixel-art Generate pixel art SVG illustrations for READMEs, docs, or slides. Use when user says \"\u753b\u50cf\u7d20\u56fe\", \"pixel art\", \"make an SVG illus SkillInstall · skills CLI | 19,162 | MIT | ||
| proof-checker Rigorous mathematical proof verification and fixing workflow. Reads a LaTeX proof, identifies gaps via fresh-agent Codex GPT-6-Astra ultra review, fix SkillInstall · skills CLI | 19,162 | MIT | ||
| proof-orchestrator Manage a stateful, run-directory-based proof project: continuation across runs, run-local source bookkeeping, manual GPT Pro handoff packages when a l SkillInstall · skills CLI | 19,162 | MIT | ||
| proof-orchestrator Manage a stateful, run-directory-based proof project with Codex: continuation across runs, run-local source bookkeeping, manual GPT Pro handoff packag SkillInstall · skills CLI | 19,162 | MIT | ||
| rebuttal Workflow 4: Submission rebuttal pipeline. Parses external reviews, enforces coverage and grounding, drafts a safe text-only rebuttal under venue limit SkillInstall · skills CLI | 19,162 | MIT | ||
| research-implement-feature Build a working artifact from a plain \"implement X for me\" request: a running end-to-end spine first, then one feature per rung, with every under-de SkillInstall · skills CLI | 19,162 | MIT | ||
| research-pipeline Full end-to-end research pipeline: from a broad research direction through idea discovery, experiments, and review all the way to a polished paper PDF SkillInstall · skills CLI | 19,162 | MIT | ||
| research-refine Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative Gemini review. Use SkillInstall · skills CLI | 19,162 | MIT | ||
| research-refine-pipeline Run an end-to-end workflow that chains `research-refine` and `experiment-plan`. Use when the user wants a one-shot pipeline from vague research direct SkillInstall · skills CLI | 19,162 | MIT | ||
| research-review Get a deep critical review of research from a selected reviewer (Codex by default, Gemini, Grok, Claude Code, or manual). Use when user says "review m SkillInstall · skills CLI | 19,162 | MIT | ||
| research-review Get a deep critical review of research from Claude via claude-review MCP. Use when user says \"review my research\", \"help me review\", \"get externa SkillInstall · skills CLI | 19,162 | MIT | ||
| research-review Get a deep critical review of research from Gemini via gemini-review MCP. Use when user says \"review my research\", \"help me review\", \"get externa SkillInstall · skills CLI | 19,162 | MIT | ||
| resubmit-pipeline Workflow 5: orchestrate a text-only resubmit of a polished paper to a different venue under hard constraints (no new experiments, no bib edits, no fra SkillInstall · skills CLI | 19,162 | MIT | ||
| egm-resolve The Elephant resolution skill. Ingests flat deficiency reports from concurrent Goldfish reviewers, applies automated fixes for PROPOSE FIX items via U SkillInstall · skills CLI | 18,712 | Apache-2.0 | ||
| egm-review Orchestrates the EGM Goldfish Review Protocol. Used as part of the EGM process to perform design document reviews. Executes five review phases: Initia SkillInstall · skills CLI | 18,712 | Apache-2.0 | ||
| egm-review-loop Executes the Antagonistic-Review process from the Elephant-Goldfish Model (EGM) via an automated multi-agent review loop to audit documents against qu SkillInstall · skills CLI | 18,712 | Apache-2.0 | ||
| bdi-mental-states This skill should be used when modeling agent mental states with BDI concepts: beliefs, desires, intentions, RDF-to-belief transformations, rational a SkillInstall · skills CLI | 18,347 | MIT | ||
| context-degradation This skill should be used for diagnosing and mitigating context degradation: lost-in-middle failures, context poisoning, context clash, context confus SkillInstall · skills CLI | 18,347 | MIT | ||
| context-engineering-collection A comprehensive collection of Agent Skills for context engineering, harness engineering, multi-agent architectures, and production agent systems. Use SkillInstall · skills CLI | 18,347 | MIT | ||
| digital-brain This skill should be used for personal operating-system workflows: content creation, voice consistency, relationship lookup, meeting preparation, week SkillInstall · skills CLI | 18,347 | MIT | ||
| evaluation This skill should be used when building agent evaluation systems: deterministic checks, regression suites, multi-dimensional rubrics, quality gates, p SkillInstall · skills CLI | 18,347 | MIT | ||
| harness-engineering This skill should be used when designing autonomous agent harnesses: research loops, evaluation scaffolds, locked and editable surfaces, durable logs, SkillInstall · skills CLI | 18,347 | MIT | ||
| hosted-agents This skill should be used when designing hosted or background agent infrastructure: sandboxed execution, remote coding environments, warm pools, sessi SkillInstall · skills CLI | 18,347 | MIT | ||
| long-horizon-prompting This skill should be used when writing, enhancing, or evaluating the launch prompt for a long-running autonomous agent or a parallel multi-agent orche SkillInstall · skills CLI | 18,347 | MIT | ||
| multi-agent-patterns This skill should be used when designing multi-agent systems that need context isolation, supervisor or swarm coordination, explicit handoffs, paralle SkillInstall · skills CLI | 18,347 | MIT | ||
| project-development This skill should be used for project-level decisions about LLM-powered systems: whether an LLM is the right primitive for the task at hand, the shape SkillInstall · skills CLI | 18,347 | MIT | ||
| reasoning-trace-optimizer Debug and optimize AI agents by analyzing reasoning traces, context degradation, tool confusion, instruction drift, repeated task failures, and perfor SkillInstall · skills CLI | 18,347 | MIT | ||
| self-improvement-loops This skill should be used when the harness, scaffold, workflow, or optimizer itself is the optimization target: recursive self-improvement (RSI) loops SkillInstall · skills CLI | 18,347 | MIT | ||
| self-managed-context This skill should be used when a model gets read-write control over its own live context window instead of a harness-scheduled compaction policy: the SkillInstall · skills CLI | 18,347 | MIT | ||
| skill-template Template for creating new Agent Skills for context engineering. Use this template when adding new skills to the collection. SkillInstall · skills CLI | 18,347 | MIT | ||
| tool-design This skill should be used for the tool-interface layer of an agent system specifically: writing tool descriptions agents can route on, designing tool SkillInstall · skills CLI | 18,347 | MIT | ||
| skill-creator Guide for creating effective skills. Use when creating a new skill or updating an existing skill that extends agent capabilities with specialized know SkillInstall · skills CLI | 15,816 | Apache-2.0 | ||
| skill-builder Automatically detect source types and build AI skills using Skill Seekers. Use when the user wants to create skills from documentation, repos, PDFs, v SkillInstall · skills CLI | 15,307 | MIT | ||
| autogpt-agents Autonomous AI agent platform for building and deploying continuous agents. Use when creating visual workflow agents, deploying persistent autonomous a SkillInstall · skills CLI | 14,526 | MIT | ||
| autoresearch Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear opti SkillInstall · skills CLI | 14,526 | MIT | ||
| axolotl Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support SkillInstall · skills CLI | 14,526 | MIT | ||
| crewai-multi-agent Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, SkillInstall · skills CLI | 14,526 | MIT | ||
| evolving-ai-agents Provides guidance for automatically evolving and optimizing AI agents across any domain using LLM-driven evolution algorithms. Use when building self- SkillInstall · skills CLI | 14,526 | MIT | ||
| llama-factory Expert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8-bit QLoRA, multimodal support SkillInstall · skills CLI | 14,526 | MIT | ||
| hive.worker-delegation Concrete patterns for breaking colony work into parallel worker jobs via run_playbook — when fan-out helps, how to model the goal as a tracker table, SkillInstall · skills CLI | 11,161 | Apache-2.0 | ||
| hive.writing-hive-skills Author a new Agent Skill for a Hive agent that conforms to the Agent Skills specification (SKILL.md with YAML frontmatter, optional scripts/references SkillInstall · skills CLI | 11,161 | Apache-2.0 | ||
| appfunctions Analyzes Android apps to find user workflows to expose as AppFunctions, such as creating a note, playing media, or sending a message. AI agents, voice SkillInstall · skills CLI | 10,503 | Apache-2.0 | ||
| mlkit-agent-api Builds autonomous on-device agentic workflows in Android apps using the ML Kit GenAI Agent API powered by Gemini Nano and AICore. Use this skill when SkillInstall · skills CLI | 10,503 | Apache-2.0 | ||
| agent-team 产品经理与项目管理专家在应对复杂项目时，使用此技能可动态组建包含“执行、指挥、评审”的专属AI团队。实时查看多智能体辩论与决策全过程，共享统一上下文记忆，一键完成从会议决策到系统构建的全流程高效协同！ SkillInstall · skills CLI | 9,543 | — | ||
| data-flow-skill 面向数据分析任务的一站式 Agent Skill，覆盖数据类型检测、数据理解、预处理、统计分析、可视化图表生成、正式报告和幻灯片输出。适用于课程作业、论文实验、业务分析、SEO/GEO 数据报告和可追溯数据分析工作流。 SkillInstall · skills CLI | 9,543 | — | ||
| data-storytelling 数据科学家与产品经理在向高管汇报或制作投资者演示时，当面临数据枯燥难懂的痛点，使用此技能可套用“Setup-Conflict-Resolution”叙事框架，自动生成结合可视化与业务上下文的洞察报告，让非技术受众秒懂结论并驱动决策。 SkillInstall · skills CLI | 9,543 | — | ||
| multi-agent-meeting 项目管理专家与产品经理在做项目决策、技术评审或商业策略制定时，当需要多视角碰撞以打破思维局限，请用此技能模拟多智能体真实会议辩论，一键生成包含决策结论、核心论据与风险提示的完整会议记录，让复杂决策高效落地！ SkillInstall · skills CLI | 9,543 | — | ||
| PraisonAI AI Agents Framework with Self Reflection and MCP support MCP serverGitHub-verified authorLocal · PyPI | 9,336 | MIT | ||
| antislop Anti Slop: Rules for AI Coding Agents. The core filter. Load always to stop generic AI slop. SkillInstall · skills CLI | 9,156 | MIT | ||
| skill-creator Trigger: new skills, agent instructions, documenting AI usage patterns. Create LLM-first skills with valid frontmatter. SkillInstall · skills CLI | 9,147 | MIT | ||
| skill-improver Trigger: improve skills, audit skills, refactor skills, skill quality. Audit and upgrade existing LLM-first skills. SkillInstall · skills CLI | 9,147 | MIT | ||
| skill-registry Trigger: update skills, skill registry, actualizar skills, after skill changes. Index available skills by trigger and path. SkillInstall · skills CLI | 9,147 | MIT | ||
| agent-operated-software Use when designing, building, operating, or diagnosing an ongoing application whose live backend or control loop includes OpenRig agents, including ap SkillInstall · skills CLI | 8,843 | Apache-2.0 | ||
| agent-operated-workflows Use when a bounded real-world procedure has a deterministic happy path but brownfield, variable, or partially knowable state; when an operation must r SkillInstall · skills CLI | 8,843 | Apache-2.0 | ||
| agent-starters Use when creating, refreshing, packaging, inspecting, promoting, or deprecating a named per-seat starting point — Agent Starter manifest authoring, th SkillInstall · skills CLI | 8,843 | Apache-2.0 | ||
| agent-startup-and-context-ingestion Use when designing or auditing how an agent becomes useful after launch — AGENTS.md overlays, role files, skills, rig specs, workflow specs, startup c SkillInstall · skills CLI | 8,843 | Apache-2.0 | ||
| applying-a-permission-policy Use before launching a team during agent-guided setup, or when a user asks to configure OpenRig command permissions, reduce repeated native approval p SkillInstall · skills CLI | 8,843 | Apache-2.0 | ||
| claude-compaction-restore Use when a Claude Code session is about to compact, has just compacted, reached its context limit, resumed after /compact, or must rebuild its working SkillInstall · skills CLI | 8,843 | Apache-2.0 | ||
| cross-host-rig-commands Use when addressing a registered remote OpenRig host, choosing its transport, or interpreting a cross-host result. SkillInstall · skills CLI | 8,843 | Apache-2.0 | ||
| delegating-work Use when you have a task and must decide WHO does it — yourself, a spawned subagent, or another agent in the topology that already holds the context — SkillInstall · skills CLI | 8,843 | Apache-2.0 | ||
| development-team Use when a development pod begins or hands off implementation, QA, or design work. SkillInstall · skills CLI | 8,843 | Apache-2.0 | ||
| forming-an-openrig-mental-model Use when the system around you does not make sense yet: you just booted into a seat and do not know how the pieces fit; someone said rig, pod, seat, f SkillInstall · skills CLI | 8,843 | Apache-2.0 | ||
| human-in-the-loop Use when classifying a slice closeout (auto-continue / human gate / park), routing a real decision to a human, or designing a human queue/dashboard su SkillInstall · skills CLI | 8,843 | Apache-2.0 | ||
| loading-addressable-markdown Use when a mission, slice, dashboard, or task references Markdown as path#h2-slug or path#h2-slug/h3-slug outside the OpenRig context-pack library. SkillInstall · skills CLI | 8,843 | Apache-2.0 |
Filters apply to the top 400 of 7,286 tools by stars. Full list for agents: ai-agents.json