How real projects configure their agents

22,109 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
klubinskak/skilldex skilldex-web-tau.vercel.app Skilldex is a local-first desktop dashboard for developers to discover, organize, and favo 79 Codex, OpenCode 1 49 tok
AgoraIO/skills The fastest way to build real-time Conversational AI and Voice Agents with Claude Code, Cu 79 Claude Code, Codex, OpenCode 2 1,762 tok
promovaweb/specsfy promovaweb.com O Specsfy ajuda você a transformar uma ideia em software testado sem espalhar requisitos, 79 Codex, OpenCode 1 1,450 tok
takeshy/obsidian-local-llm-hub All-in-one local AI hub for Obsidian — LLM chat with vault tools, MCP servers, RAG, workfl 79 Codex, OpenCode 1 74 tok
subev/libratory libratory.dev Your free book and audiobook laboratory. Turn the PDFs you own into chapter-marked M4B aud 79 Codex, OpenCode 1 28,024 tok
wooter-s/weixin-devtools-mcp 79 Claude Code, Codex, OpenCode 2 6,860 tok
sergebulaev/instagram-skills cccrafts.ai Instagram marketing skills for Claude Code and Codex: captions, carousels, hooks, hashtag 79 Claude Code, Codex, OpenCode 2 3,556 tok
byigitt/postmaker-x Optimize your X (Twitter) posts using the official open-source algorithm. Analyze engageme 79 Claude Code, Codex, OpenCode 2 738 tok
wham/github-brain An experimental GitHub MCP server with local database. 78 Claude Code, Codex, OpenCode 2 103 tok
serac-labs/serac serac.build A ServiceNow MCP server, and the skill guides that teach an agent to use it. 400+ snow_* t 78 Claude Code, Codex, OpenCode 1 1,554 tok
moru-ai/moru moru.io Run AI Agents in the cloud 78 Claude Code, Codex, OpenCode 2 4,294 tok
benjaminshoemaker/vibecode_spec_generator vibescaffold.dev Wizard-style app to help people generate specs that AI coding agents can execute & keep tr 78 Codex, OpenCode 1 4,606 tok
kyungseo/skillstead Practical, portable skills for agentic coding workflows — clearer diagrams, checked claims 78 Claude Code, Codex, OpenCode 2 190 tok
ronikobrosly/RigorLoop A statistically-sound agentic build framework that employs agentic loops to create code ar 78 Claude Code, Codex, OpenCode 2 1,515 tok
jaylfc/taosmd Local-first AI memory — runs offline on any machine with 8 GB+ RAM (SBC, mini PC, laptop, 78 Claude Code, Codex, OpenCode 3 3,177 tok
strands-rl/strands-sglang SGLang model provider for Strands Agents. 78 Claude Code, Codex, OpenCode 7 3,558 tok
ahtavarasmus/lightfriend lightfriend.ai The first verifiably private cloud AI assistant. Runs in AWS Nitro Enclave with hardware a 78 Claude Code, Codex, OpenCode 17 3,248 tok
whiteboardmonk/agcluster-container agcluster.dev Self-hosted platform for Claude Agent SDK agents. Container isolation, real-time execution 78 Claude Code, Codex, OpenCode 2 5,418 tok
lfglabs-dev/awesome-amp-code An unofficial curated list of resources for Amp, an AI coding agent. 78 Codex, OpenCode 1 385 tok
ripmilla/netwalk Read-only network survey toolkit for AI coding agents: crawl a site from one device, diagn 78 Codex, OpenCode 1 16,337 tok
KilledByAPixel/LittleJS-AI An AI-assisted toolkit for making HTML5 games with LittleJS 78 Claude Code, Codex, OpenCode 2 3,670 tok
tan-yong-sheng/ai-vision-mcp A Model Context Protocol (MCP) server that provides vision capabilities to analyze image a 78 Claude Code, Codex, OpenCode 30 4,139 tok
jonnyzzz/mcp-steroid devrig.dev Give your AI Agent a whole IDE, not just the files 78 Claude Code, Codex, OpenCode 2 6,920 tok
simota/agent-skills simota.github.io 90 specialist AI agents + 3 project-local extensions for Claude Code / Codex CLI / Antigra 78 Claude Code, Codex, OpenCode 2 3,864 tok
genai-io/san genai-io.github.io Small context, native speed, open all the way down — an open-source terminal agent runtime 78 Codex, OpenCode 1 676 tok
TOKTOKHAN-DEV/agent-company agent-company.site Create an automated organization with an AI Company 78 Claude Code, Codex, OpenCode 8 5,073 tok
jmagar/claude-homelab Comprehensive Agents, Commands, Hooks, and Skills for homelab service management - media a 78 Claude Code, Codex, Gemini CLI, OpenCode 3 6,390 tok
supernovae-st/nika nika.sh Intent as Code | the workflow language for AI. One file, 4 verbs, one Rust binary. Local-f 78 Claude Code, Codex, OpenCode 14 1,547 tok
sergebulaev/x-skills cccrafts.ai X (Twitter) marketing skills for Claude Code and Codex: write tweets, threads, and replies 78 Claude Code, Codex, OpenCode 2 3,378 tok
LofiFren/PicoCalc lofifren.com PicoCalc - MicroPython by Lofi Fren 78 Codex, OpenCode 1 151 tok
dralkh/seerai Zotero AI plugin Research assistant for Zotero 9. Chat with your library, run federated sc 77 Codex, OpenCode 1 11,896 tok
eresende/pitlane-mcp Token-efficient navigation substrate for AI coding agents. Index code once and retrieve on 77 Codex, OpenCode 1 1,648 tok
apvlv/davinci-resolve-mcp A Model Context Protocol (MCP) server for interacting with DaVinci Resolve and Fusion 77 Codex, OpenCode 1 823 tok
tuirk/Kompl A compounding LLM-wiki, best fit as a personal second brain that organizes and updates its 77 Codex, OpenCode 1 1,732 tok
codenamev/ai-software-architect AI-powered architecture documentation framework with ADRs, reviews, and pragmatic mode. No 77 Claude Code, Codex, OpenCode 3 4,403 tok
basilisk-labs/agentplane agentplane.org 🛩️ Git-native workflow control for coding agents: approved plans, verification, and revie 77 Codex, OpenCode 1 9 tok
fengzhizi715/OpenVitamin OpenVitamin is a local-first AI execution platform that unifies Agents, Workflows, and mul 77 Codex, OpenCode 1 1,520 tok
spacedock-dev/spacedock Zero-dep agent workflows with structured approval gates and adversarial review. 77 Claude Code, Codex, OpenCode 2 503 tok
kivo360/OmoiOS omoios.dev Turn feature specs into merged PRs with a self-supervising swarm of coding agents — parall 77 Claude Code, Codex, Cursor, OpenCode 31 6,385 tok
rolecraft-sh/rolecraft rolecraft-sh.github.io The security-first skill manager for AI agents — every install runs a security scan. Manag 77 Codex, OpenCode 1 845 tok
sebastienrousseau/dotfiles doc.dotfiles.io Cross-platform dotfiles (macOS/Linux/WSL) managed by chezmoi — bash·zsh·fish·nushell parit 77 Claude Code, Codex, OpenCode 2 2,313 tok
gominimal/minimal minimal.dev Build Software You Can Trust. Isolated, reproducible development environments and a secure 77 Claude Code, Codex, OpenCode 2 4,157 tok
AsyrafHussin/agent-skills Skills for AI coding agents — Laravel, PHP, React, TypeScript, testing, security, and code 77 Claude Code, Codex, OpenCode 2 538 tok
tecnologicachile/mail-mcp Secure IMAP/SMTP/EWS/Graph API MCP server in Rust — Microsoft 365, Hotmail, Gmail, Zoho, O 77 Codex, OpenCode 1 1,919 tok
murray17/rovai-ai Give your AI agents lasting roles, a shared Camp, and a journey together — then let them g 77 Codex, OpenCode 1 733 tok
luohoa97/cordial luohoa97.github.io Open-source Roblox runtime for Linux. Cordial runs the Roblox client natively, no Wine, no 77 Claude Code, Codex, OpenCode 2 10,058 tok
dralkh/iktinah Zotero AI plugin Research assistant for Zotero 9. Chat with your library, run federated sc 77 Codex, OpenCode 1 11,896 tok
vanillagreencom/kendex kendex.ai Package manager for agents, skills, hooks, and extensions. Author once, install on every h 76 Claude Code, Codex, GitHub Copilot, OpenCode 53 5,134 tok
TechNickAI/openclaw-config Give your AI assistant memory, skills, and autonomy. Persistent memory, integration skills 76 Claude Code, Codex, OpenCode 6 816 tok
vstorm-co/pydantic-ai-todo vstorm-co.github.io Task Planning and Tracking toolset for Pydantic AI agents, enabling hierarchical task mana 76 Claude Code, Codex, OpenCode 2 924 tok