How real projects configure their agents

23,307 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
Jovancoding/Network-AI network-ai.org Traffic light for AI Agents and TypeScript/Node multi-agent orchestrator with shared state 76 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,541 tok
Apra-Labs/apra-fleet AI agents that write code, review each other's work, and coordinate across your machines 76 Claude Code, Codex, OpenCode 11 5,940 tok
flupkede/codesearch Multi-repo semantic code search MCP server in Rust — hybrid vector + BM25 retrieval, tree- 76 Claude Code, Codex, OpenCode 3 2,117 tok
mykpono/ultimate-seo-geo lab.mykpono.com The definitive SEO + GEO skill for Claude. Full site audits with scored findings, AI searc 76 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 8,295 tok
levi-qiao/longgraph-skill Long-horizon agent skill for Claude Code / Cursor / Codex / Grok Build — multi-task ledger 76 Claude Code, Codex, OpenCode 2 1,614 tok
supernovae-st/nika nika.sh Intent as Code | the workflow language for AI. One file, 4 verbs, one Rust binary. Local-f 76 Claude Code, Codex, OpenCode 14 1,547 tok
AMD-AGI/Apex Agents, and RL environment, for optimizing GPU kernels on AMD ROCm using LLM agents. Bench 76 Claude Code, Codex, OpenCode 2 19,966 tok
migratorywhale/stackchan-mcp Give your AI a body. MCP bridge for Stack-chan (M5Stack CoreS3) — speak, listen, see, move 76 Codex, OpenCode 1 1,775 tok
luohoa97/cordial luohoa97.github.io Open-source Roblox runtime for Linux. Cordial runs the Roblox client natively, no Wine, no 76 Claude Code, Codex, OpenCode 2 10,058 tok
nyaomaru/is-kit is-kit.dev Build small guards. Compose them. Lightweight, zero-dependency TypeScript type guards for 76 Codex, OpenCode 1 2,345 tok
holger1411/astrodeck astrodeck.dev 75 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 27 10,121 tok
assaio/assaio assaio.dev Is your AI coding spend delivering? Offline-first analytics for Claude Code, Codex CLI, Ge 75 Claude Code, Codex, OpenCode 13 2,962 tok
picoaide/picoaide picoaide.com Enterprise AI PaaS management platform — Docker-based container lifecycle management, unif 75 Claude Code, Codex, OpenCode 9 8,656 tok
ralforion/orionbelt-semantic-layer ralforion.com Source-available semantic layer and sidecar for agentic AI and governed analytics. Compile 75 Claude Code, Codex, OpenCode 2 3,051 tok
luojiahai/code-by-wire codebywire.com Pilot coding agents (Claude Code, Codex) and monitor their telemetry from one cockpit. 75 Claude Code, Codex, OpenCode 3 1,077 tok
entropy-cloud/attractor-guided-engineering-template A best-practices template for AI-assisted development at scale. It turns your repository i 75 Codex, OpenCode 1 2,830 tok
linmy666/madcop Your desktop AI partner that actually knows you. It watches the files you edit and the com 75 Codex, OpenCode 1 4,515 tok
vitaecontext/vitaecontext vitaecontext.github.io Give your AI agents grounded, reusable career context. 75 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 1,238 tok
sudowealth/schwab-mcp Schwab MCP server that enables AI assistants like Claude to retrieve and interact with you 75 Codex, OpenCode 1 69 tok
timzaak/web-dev-skills Turns PRD -> Design -> Task -> Development -> Acceptance -> Release into a reusable workfl 75 Claude Code, Codex, OpenCode 1 1,191 tok
MikkoParkkola/trvl mikkoparkkola.github.io Travel MCP server + CLI for AI assistants — flights, hotels, trains, cars, ferries, price 75 Claude Code, Codex, OpenCode 3 12,959 tok
arthjean/paneflow paneflow.dev Cross-platform GPUI app for parallel coding agents. 75 Claude Code, Codex, OpenCode 2 3,236 tok
mengrru/Spherse spherse.mengru.work Build your own world with AI agents inside Spherse 75 Claude Code, Codex, OpenCode 7 2,912 tok
discourse/discourse-mcp MCP client for Discourse sites 75 Codex, OpenCode 1 1,809 tok
gtapps/claude-code-hermit Turn Claude Code into a 24/7 Agent 74 Claude Code, Codex, OpenCode 4 3,884 tok
Abruptive/Ankh.md ankh.md A mysterious multi-agent swarm framework summoned by TAW Agent from 1971 to help you craft 74 Claude Code, Codex 1
manta-ide/manta getmanta.ai 74 Codex, OpenCode 1 585 tok
bigdevsoon/100-days-of-code bigdevsoon.me 100 Days of Code | Daily Challenges | Beautifully Crafted Designs | Created for Full-stack 74 Codex, OpenCode 1 737 tok
layr-hq/layr A modular UX, design, and product optimisation system for turning AI-built interfaces into 74 Claude Code, Codex, OpenCode 2 351 tok
idoforgod/Sermon-Assistant-AgenticWorkflow Sermon assistant AI agent workflow — based on AgenticWorkflow DNA 74 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 56 28,475 tok
somnus0x/agt-skill-pack 74 Claude Code, Codex, OpenCode 2 981 tok
oculus-samples/Unity-AppSpaceWarp Application SpaceWarp showcase demonstrating how developers can generate only every other 74 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,063 tok
iammm0/secbot secbot.site Authorized security testing workspace. v2 TypeScript terminal product on release; v1 Pytho 74 Claude Code, Codex, OpenCode 2 2,869 tok
smolcars/hunk A GPUI based diff viewer and Codex orchestrator for vibe engineering 74 Claude Code, Codex, OpenCode 8 1,393 tok
baldaworks/callee Markdown-defined provider-backed agents and deterministic workflows for ACP runtimes. 74 Codex, OpenCode 2 355 tok
oprogramadorreal/optimus-claude Primes your project for peak Claude Code performance 74 Claude Code, Codex, OpenCode 4 79 tok
AndreiNicu/World-Forge A repository for agentic world building to roleplay in. A world seed template is used for 74 Claude Code, Codex, OpenCode 2 26,351 tok
wibus-wee/cradle-app cradle.wibus.ren 🔧 One layer above your AI tools. Your AI coding tools are brilliant. Managing them is a m 74 Claude Code, Codex, OpenCode 18 1,656 tok
0xtbug/telbot Go-based tool for managing Telkomsel accounts via Telegram Bot, Terminal CLI, or MCP Serve 74 Claude Code, Codex 1
rookslog/zlibrary-mcp npmjs.com MCP server for Z-Library: search, download, and process books into RAG-ready text for AI a 74 Claude Code, Codex, OpenCode 2 3,729 tok
lamost423/dsh-maze npmjs.com DeepSeek Harness's execution maze — see how Agents really work: maze timeline · data track 74 Codex, OpenCode 1 469 tok
respawn-llc/kent kent.sh Agentic Coding platform for Professional SWE work focusing on output quality. Self-review, 74 Claude Code, Codex, OpenCode 2 3,967 tok
sergebulaev/x-skills cccrafts.ai X (Twitter) marketing skills for Claude Code and Codex: write tweets, threads, and replies 74 Claude Code, Codex, OpenCode 2 3,378 tok
imran-siddique/agent-os imransiddique.com [DEPRECATED] Moved to microsoft/agent-governance-toolkit 74 Codex, OpenCode 1 779 tok
digitarald/mcp-apps-playground 74 Claude Code, Codex, OpenCode 2 67 tok
haoaaa-111/taoketong 🎓 Class schedule parsing · Attendance prediction · Skipping-class plans · Feedback-based 73 Claude Code, Codex, OpenCode 2 673 tok
IncomeStreamSurfer/paperclip-surfers Self-improving AI agent companies — Paperclip V2 fork with persistent memory, MCPs, skills 73 Claude Code, Codex, OpenCode 9 2,103 tok
drakulavich/kesha-voice-kit drakulavich.github.io Give your tools a voice — speech to text and back, 25 languages, up to ~19× faster than Wh 73 Claude Code, Codex, OpenCode 22 4,481 tok
p3bot/snag Snag web pages like a polite robot with a browser 73 Codex, OpenCode 1 5,114 tok
mgorabbani/askdb askdb.dev Give AI agents safe access to your database. 73 Claude Code, Codex, OpenCode 2 404 tok