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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 | Uses ChatGPT in the browser as the planning and review brain for a Codex session, with Codex keeping all execution and ChatGPT reading the workspace through a bridge. | XiaoDuoYa/ | 7.2k | — | ~11k | Automated safety check: Notes | MIT | 10 days ago |
| 3 | Map of the agent-squad Python framework for async multi-agent orchestration: which agent, classifier, storage and tool provider to pick, and the pitfalls to avoid. | 2FastLabs/ | 7.8k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 4 | Add a new self-contained example agent under examples/. An agent skill from GetBindu/Bindu. | GetBindu/ | 10k | — | ~1.1k | Automated safety check: Notes | Unknown | 1 mo ago |
| 5 | A skill your agent uses when designing, generating an MVP blueprint for, auditing, troubleshooting, refactoring, or explaining an agentic harness for any domain. | DenisSergeevitch/ | 2.4k | — | ~7.4k | Automated safety check: Pass | MIT | 6 days ago |
| 6 | 6.Nagent Launch a new bb worker thread with the right project, model, worktree, and task brief. | davidondrej/ | 4.1k | — | ~1.7k | Automated safety check: Notes | MIT | today |
| 7 | Enable, operate, and extend CAO's MCP Apps surface — the host-rendered fleet dashboard visible inside MCP App hosts (Claude Desktop, ChatGPT, VS Code Copilot, Goose, Postman). | awslabs/ | 1.4k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 8 | Multi-LLM collaborative brainstorming and planning. An agent skill from gcpdev/llm-council-skill. | gcpdev/ | 461 | — | ~1k | Automated safety check: Notes | MIT | 9 mo ago |
| 9 | Guide to building Node.js and TypeScript apps on the agent-squad package: orchestrator, agent types, classifier routing, storage, retrievers and MCP tools. | 2FastLabs/ | 7.8k | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 10 | 10.Daily Logs Track daily activity logs and summaries for the user. An agent skill from memodb-io/Acontext. | memodb-io/ | 3.7k | — | ~243 | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 11 | 11.Docs Planner Identify documentation gaps and prioritize the docs backlog. | strands-agents/ | 8.8k | — | ~821 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 12 | 12.Deep Review Deep multi-agent code review run locally — a fleet of parallel finder agents reviews the diff from independent angles, then adversarial verifier agents reproduce each finding before it is reported. | dyad-sh/ | 22k | — | ~1.4k | Automated safety check: Pass | Unknown | 2 days ago |
| 13 | 13.Chatgpt Apps Build, scaffold, refactor, and troubleshoot ChatGPT Apps SDK applications that combine an MCP server and widget UI. | Haohao-end/ | 791 | 1 repo | ~4.9k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 14 | Guide developers through creating and updating ChatGPT plugins. | alpic-ai/ | 2.2k | — | ~1k | Automated safety check: Pass | MIT | 3 days ago |
| 15 | Runs a task through Codex and Gemini CLIs in parallel alongside Claude, then synthesizes the three outputs into one answer with agreements and conflicts called out. | zereight/ | 2k | 1 repo | ~657 | Automated safety check: Pass | MIT | today |
| 16 | Turns a vague research direction into a focused, problem-anchored method plan through up to five review rounds with a second model. | zjYao36/ | 128 | 6 repos | ~6.9k | Automated safety check: Notes | No licence | 6 mo ago |
| 17 | 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 |
| 18 | Review the current session for errors, issues, snags, and hard-won knowledge, then update the rules/ files (or AGENTS.md if no suitable rule file exists) with actionable learnings. | dyad-sh/ | 22k | — | ~1.1k | Automated safety check: Pass | Unknown | 2 days ago |
| 19 | 19.Codex Fable5 Apply a Claude Fable 5 inspired operating style inside Codex. | baskduf/ | 437 | — | ~1.6k | Automated safety check: Pass | AGPL-3.0 | 2 mo ago |
| 20 | 20.LLM Council Provider-agnostic multi-LLM deliberation. An agent skill from rohitg00/pro-workflow. | rohitg00/ | 2.9k | — | ~1.1k | Automated safety check: Pass | No licence | 12 days ago |
| 21 | Creates an SVG weather card showing the current temperature and writes it to orchestration-workflow/weather.svg and orchestration-workflow/output.md | shanraisshan/ | 1k | — | ~630 | Automated safety check: Pass | MIT | 4 mo ago |
| 22 | A skill your agent uses when creating, editing, validating, or running agent-qa tests, suites, or hooks. | vostride/ | 904 | — | ~569 | Automated safety check: Pass | Unknown | 2 mo ago |
| 23 | 23.WebGPT Hands bounded tasks from Codex to a signed-in ChatGPT web session at a chosen reasoning level, or opens a terminal chat in your project that you control. | Nhahan/ | 122 | — | ~1.4k | Automated safety check: Pass | MIT | 18 days ago |
| 24 | Inspect a ChatGPT Apps MCP server codebase and generate chatgpt-app-submission.json with app info suggestions, tool hint justifications, test cases, and negative test cases, then report review-check… | nteract/ | 2.7k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 25 | Load the official MCP Apps builder skills (create-mcp-app, migrate-oai-app, add-app-to-server, convert-web-app) from github.com/modelcontextprotocol/ext-apps. | awslabs/ | 1.4k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 26 | 26.Agent Recall Persistent compounding memory for AI agents. An agent skill from Goldentrii/AgentRecall-X. | Goldentrii/ | 371 | — | ~5.2k | Automated safety check: Notes | MIT | 13 days ago |
| 27 | Create, edit, improve, tidy, review, audit, or restructure memmy-agent skills and SKILL.md files. | MemTensor/ | 2.1k | — | ~944 | Automated safety check: Pass | MIT | yesterday |
| 28 | Guide developers through creating and updating MCP Apps. An agent skill from alpic-ai/skybridge. | alpic-ai/ | 2.2k | — | ~906 | Automated safety check: Pass | MIT | 3 days ago |
| 29 | Capture and organize general facts about the user by topic. An agent skill from memodb-io/Acontext. | memodb-io/ | 3.7k | — | ~439 | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 30 | Run a dynamic-workflow script on a local Codex App Server — orchestrate many Codex / GPT agents (the agent / parallel / pipeline / phase / budget DSL) instead of Claude subagents, for codebase… | scasella/ | 325 | — | ~13k | Automated safety check: Pass | MIT | 3 mo ago |
| 31 | 31.Openai Docs A skill your agent uses when the user asks how to build with OpenAI products or APIs, asks about Codex itself or choosing Codex surfaces, needs up-to-date official documentation with citations, help… | lingxling/ | 302 | 1 repo | ~4.7k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 32 | Walks through installing and tuning memory-lancedb-pro, picking an embedding, reranker, and LLM combination from four preset configuration plans. | CortexReach/ | 229 | — | ~14k | Automated safety check: Pass | No licence | 6 mo ago |
| 33 | How to build production MCP servers with MCP Fusion using the MVA (Model-View-Agent) pattern. | vinkius-labs/ | 256 | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | 21 days ago |
| 34 | 34.Fusion Setup A skill your agent uses when a user wants to set up, configure, install, or reconfigure the opencode Fusion agent team - a strong main/build agent that plans and reviews but cannot edit files… | mihneaptu/ | 217 | — | ~7.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 35 | Builds AI chat interfaces and conversational UI with streaming responses, context management, and multi-modal support. | ancoleman/ | 525 | — | ~3.4k | Automated safety check: Pass | MIT | 10 mo ago |
| 36 | 36.Loop Use only when user explicitly invokes $loop. An agent skill from breezewish/CodexPotter. | breezewish/ | 629 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 37 | 37.Caura The agent's persistent long-term memory — the only knowledge that survives across sessions, shared across the fleet under access control. | caura-ai/ | 498 | — | ~6.2k | Automated safety check: Pass | Apache-2.0 | today |
| 38 | 38.Xquik MCP Connect, verify, and troubleshoot Xquik's remote MCP server. | Xquik-dev/ | 211 | 1 repo | ~997 | Automated safety check: Pass | MIT | today |
| 39 | 39.Skybridge Guide developers through creating and updating ChatGPT plugins and MCP Apps. | alpic-ai/ | 2.2k | — | ~923 | Automated safety check: Pass | MIT | 3 days ago |
| 40 | Write prompts, system instructions, agent directives, slash commands, and skill descriptions using two stacked layers — outcome-first (define the destination, success criteria, stopping condition)… | kingbootoshi/ | 143 | — | ~2.3k | Automated safety check: Pass | MIT | 4 mo ago |
| 41 | 41.Openai Docs A skill your agent uses when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions… | aafqaq/ | 103 | 2 repos | ~861 | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 42 | Build, extend, and debug AI agents in Egroo using the Microsoft Agent Framework (C .NET). | jihadkhawaja/ | 178 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 43 | How to deploy MCP servers to Vinkius Edge using mcpfusion deploy. | vinkius-labs/ | 256 | — | ~1.7k | Automated safety check: Notes | Apache-2.0 | 21 days ago |
| 44 | 44.Bank Answer questions about the user's own bank accounts and money using the bank MCP tools (listaccounts, getbalances, gettransactions, watches). | noskillish/ | 277 | — | ~1.1k | Automated safety check: Pass | MIT | 13 days ago |
| 45 | A skill your agent uses when investigating failed agent-qa runs, inspecting artifacts, classifying failures, or comparing recent runs. | vostride/ | 904 | — | ~394 | Automated safety check: Pass | Unknown | 2 mo ago |
| 46 | 当 Agent 接到专业任务（编码/爬虫/文件操作/API调用/数据分析/文档/部署/推送等）时，强制先查记忆层和技能索引，有匹配必用、无匹配必搜、答复时自动推荐（排除已装）。用于防止 Agent 跳过技能直接硬扛通用能力。跨平台通用（WorkBuddy/Claude/ChatGPT/Cursor/Gemini 等 20+ 框架）。完整版本史见 CHANGELOG.md。 | jiabaobei/ | 232 | — | ~5.6k | Automated safety check: Pass | MIT | 8 days ago |
| 47 | Prepare, validate, and publish Codexless preview/hotfix releases from the canonical household source, including acceptance anti-omission gates, candidate provenance/parity, manifest/build identity… | liyana31811/ | 118 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | 12 days ago |
| 48 | Create or revise openchatx-mcp Toolbox plugins and TypeScript tools from a user's natural-language request. | XiaoPuOuO/ | 257 | — | ~709 | Automated safety check: Pass | MIT | 5 days ago |
