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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Set up, index, and manage SocratiCode codebase indexing. An agent skill from giancarloerra/SocratiCode. | giancarloerra/ | 3.3k | 1 repo | ~1.8k | Automated safety check: Pass | AGPL-3.0 | today |
| 2 | Build PX4 board firmware on macOS in the px4-dev Docker container, including git worktrees, and stage commit-labeled artifacts without flashing hardware. | PX4/ | 13k | — | ~1.1k | Automated safety check: Pass | BSD-3-Clause | today |
| 3 | Answers questions about the Paseo app, such as setup, providers, connectivity, updates and logs, by checking the current public docs and working out which daemon is involved. | getpaseo/ | 20k | — | ~1.6k | Automated safety check: Pass | Unknown | today |
| 4 | Runs the Cognee AI memory platform in Docker, from a one-file prebuilt image to a full compose stack with UI, MCP server, Postgres and Neo4j. | topoteretes/ | 32k | — | ~901 | Automated safety check: Notes | Apache-2.0 | yesterday |
| 5 | 5.Codeman Drive Codeman, the session manager this agent is running inside, over its HTTP API: list sessions, start worker sessions, send them prompts, block until they finish (wait / wait-output /… | Ark0N/ | 788 | — | ~13k | Automated safety check: Notes | MIT | today |
| 6 | 6.Unraid This skill should be used when the user mentions Unraid, asks to check server health, monitor array or disk status, list or restart Docker containers, start or stop VMs, read system logs, check… | dinglebear-ai/ | 135 | — | ~5.4k | Automated safety check: Notes | MIT | 7 days ago |
| 7 | 7.Devsy Operate Devsy workspaces and providers for end users. An agent skill from devsy-org/devsy. | devsy-org/ | 113 | — | ~1.7k | Automated safety check: Pass | MPL-2.0 | today |
| 8 | 帮用户接入/配置 MCP(Model Context Protocol)服务。当用户说「帮我接 MCP」「连上某个服务的 MCP」「配置 Model Context Protocol」「加个工具服务器」「为什么 MCP 连不上」等时使用。按服务官方文档把配置写进 pi 的 mcp.json,并用 pi mcp list 验证连接,全程不破坏用户已有配置。 | ayuayue/ | 1.1k | — | ~650 | Automated safety check: Pass | MIT | today |
| 9 | Discovers and installs community skills from the public registry. | caliber-ai-org/ | 1.3k | — | ~593 | Automated safety check: Pass | MIT | 17 days ago |
| 10 | Restructure agent instruction artifacts (Claude Agent Skills, rules files, CLAUDE.md, playbooks) by applying five structural principles derived from the Open Knowledge Format - bounding the… | serradura/ | 178 | — | ~994 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 11 | Prepare, publish, verify, or recover a cloakbrowser-mcp release only when the user explicitly requests release work. | swimmwatch/ | 164 | — | ~1.9k | Automated safety check: Pass | MIT | 2 days ago |
| 12 | 12.Deploy Deploy BankMCP™ to a small server so it works in claude.ai and on the phone: Railway or Fly.io, volume, domain, setup page, connector. | noskillish/ | 277 | — | ~744 | Automated safety check: Pass | MIT | 12 days ago |
| 13 | A skill your agent uses when deploying, restarting, verifying or rolling back the containerised plugged.in production stack, when the site returns 404 or 5xx after a deploy or git operation, or when… | VeriTeknik/ | 103 | — | ~1.3k | Automated safety check: Notes | MIT | 5 days ago |
| 14 | Walks through how to launch and reach the MCP Task Orchestrator server container: transport, REST API, port publishing, config mounts and config-sync. | jpicklyk/ | 208 | — | ~3.1k | Automated safety check: Pass | MIT | today |
| 15 | Research a competitor across the web and produce a cited, structured brief. | openlegion-ai/ | 124 | — | ~395 | Automated safety check: Pass | MIT | 1 mo ago |
| 16 | 16.MCP Builder Build MCP servers in Python with FastMCP. An agent skill from jezweb/claude-skills. | jezweb/ | 1.1k | — | ~3.1k | Automated safety check: Notes | MIT | 2 days ago |
| 17 | 安装部署 xiaohongshu-mcp 服务并配置 MCP 连接,引导用户完成从零到可用的全流程. An agent skill from autoclaw-cc/xiaohongshu-mcp-skills. | autoclaw-cc/ | 272 | — | ~678 | Automated safety check: Pass | MIT | 7 mo ago |
| 18 | Run a TheNinjaRPG dev server locally from any git worktree, provision disposable test users, and call tRPC endpoints as those users. | studie-tech/ | 104 | — | ~2.5k | Automated safety check: Notes | No licence | today |
| 19 | Create, update, prepare, or review a cloakbrowser-mcp GitHub Pull Request only when the user explicitly requests PR work. | swimmwatch/ | 164 | — | ~1k | Automated safety check: Pass | MIT | 2 days ago |
| 20 | Pre-PR code review gate. An agent skill from ByteDance-Seed/VeOmni. | ByteDance-Seed/ | 2.2k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 21 | Automate HappyCapy skill creation by finding and adapting existing skills from anthropics/skills repository. | happycapy-ai/ | 137 | — | ~627 | Automated safety check: Pass | MIT | 1 mo ago |
| 22 | Spin up and interact with ToolHive Studio's containerized dev environment (Xvfb + noVNC + DinD). | stacklok/ | 171 | — | ~3.8k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 23 | 对 AutoResearch 目录或 ZIP 做只读质检;先审优化面是否仅调参、Baseline 是否合理、Reference 提升是否充分,再查 21 项实现、严格 Docker 路径、Harbor 接口与成对训练证据。输出方法介绍、完整跑分、专家退回说明及 TXT/Markdown/JSON 报告;不用于求解任务。 | bosprimigenious/ | 153 | — | ~1.6k | Automated safety check: Pass | MIT | 6 days ago |
| 24 | A skill your agent uses when generating an MCP server from an OpenAPI spec with Speakeasy. | trycompai/ | 2k | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 25 | A skill your agent uses when creating or editing an agent.yaml (or .yml/.hcl) configuration file for Docker Agent (cagent), including defining agents, models/providers, built-in or MCP toolsets… | docker/ | 552 | — | ~2.5k | Automated safety check: Notes | Apache-2.0 | 6 days ago |
| 26 | 26.Kickoff A skill your agent uses to launch a background Claude agent in tmux (or docker/podman) to implement a feature end-to-end. | openwpm/ | 1.4k | — | ~781 | Automated safety check: Pass | Unknown | 6 days ago |
| 27 | 27.Braindb Memory recall and save. An agent skill from dimknaf/braindb. | dimknaf/ | 111 | — | ~6.1k | Automated safety check: Notes | Apache-2.0 | 29 days ago |
| 28 | 为 AutoResearch 的双 Agent 轨迹、付费 GPU 长跑、Docker 执行、可信评测与恢复建立共享协议、成本决策和隔离边界。用于小时/包日选择、启动或恢复 campaign、设计证据与防止题目或轨迹串用;不替代具体任务算法或最终平台 QA。 | bosprimigenious/ | 153 | — | ~553 | Automated safety check: Pass | MIT | 6 days ago |
| 29 | Find files with low test coverage and inspect uncovered lines in a SonarQube project (project key optional when MCP integration already defines the default project) | SonarSource/ | 111 | — | ~2.1k | Automated safety check: Pass | Unknown | 4 days ago |
| 30 | Makes a repository Superset-ready by writing .superset/config.json with setup, teardown and run scripts, then proving it with a real throwaway workspace. | superset-sh/ | 15k | — | ~577 | Automated safety check: Notes | Unknown | today |
| 31 | 31.Dx Harness Developer-experience friction auditing and fixing — slow onboarding, repeated manual setup steps, missing bootstrap/reset/seed scripts, undiscoverable conventions. | pproenca/ | 215 | — | ~1.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 32 | Installs clidash, a dependency-free web dashboard that turns the JSON resource listings of a CLI such as NanoClaw's ncl into read-only tabs and tables. | nanocoai/ | 31k | — | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 33 | Installs mnemon in the agent container so agents recall relevant past context before replying and store new insights after every turn. | nanocoai/ | 31k | — | ~1.7k | Automated safety check: Pass | MIT | yesterday |
| 34 | Find files with code duplications in a SonarQube project and inspect duplication blocks for a file (project key optional when MCP integration already defines the default project) | SonarSource/ | 111 | — | ~2.4k | Automated safety check: Pass | Unknown | 4 days ago |
| 35 | Run parallel feature work safely with Git worktrees. An agent skill from alirezarezvani/claude-skills. | alirezarezvani/ | 28k | 1 repo | ~1.8k | Automated safety check: Notes | MIT | 1 mo ago |
| 36 | Reference for GitHub MCP server tools, methods, and usage patterns. | github/ | 5.4k | — | ~4.8k | Automated safety check: Pass | MIT | today |
| 37 | Run and integrate Skillz MCP server with Docker for skill execution. | github/ | 5.4k | — | ~905 | Automated safety check: Pass | MIT | today |
| 38 | Operate and evaluate Unified AI System through fifteen governed MCP tools, including provider-free prompt enhancement, while preserving fake-provider, authorization, and evidence boundaries. | sickn33/ | 47k | 2 repos | ~3.8k | Automated safety check: Notes | Apache-2.0 | 2 days ago |
| 39 | Verify Output SDK development services are running. An agent skill from growthxai/output. | growthxai/ | 442 | — | ~898 | Automated safety check: Notes | Apache-2.0 | yesterday |
| 40 | 40.Ship It Worktree-side implementation orchestrator for an OpenSpec change. | BlackBeltTechnology/ | 315 | — | ~5.4k | Automated safety check: Pass | MIT | yesterday |
| 41 | 41.Polyphony Multi-agent orchestration with container-isolated workspaces — each agent session runs in its own Docker container with independent git branches | alinaqi/ | 707 | — | ~980 | Automated safety check: Pass | MIT | 17 days ago |
| 42 | Guides Holoscan SDK installation: inspects the host, assesses platform compatibility, recommends an install method, and delegates to the matching install skill. | NVIDIA/ | 3.6k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 43 | A skill your agent uses when reading video-analytics metrics, incidents, alerts, and sensor data via the VA-MCP server (port 9901). | NVIDIA/ | 3.6k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 44 | Manage parallel development with Git worktrees: creation with port allocation, environment sync, branch isolation, and cleanup. | borghei/ | 891 | — | ~1.6k | Automated safety check: Notes | MIT | 4 days ago |
| 45 | Delegate complex coding, research, or autonomous tasks to Agent Zero framework. | sundial-org/ | 663 | — | ~941 | Automated safety check: Notes | No licence | 7 mo ago |
| 46 | Provides SonarQube and SonarCloud integration patterns via the Model Context Protocol (MCP) server. | giuseppe-trisciuoglio/ | 357 | — | ~3.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 47 | Guides creation of high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. | aiskillstore/ | 433 | — | ~1.4k | Automated safety check: Pass | No licence | yesterday |
| 48 | 48.Ralph Autonomous PRD implementation loop — turns GitHub issues into shipped code using TDD, code review gates, and Docker sandbox isolation. | TheCraigHewitt/ | 159 | — | ~1k | Automated safety check: Pass | MIT | 4 mo ago |