How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
sibblegp/ODAI ODAI - Multi Agentic AI Tool System (Text and Voice) 21 Claude Code, Codex, OpenCode 2 4,835 tok
kalligator/ulauncher-gemini-direct ext.ulauncher.io Get answers from Gemini AI directly in your Ulauncher window. 21 Claude Code, Codex, OpenCode 2 848 tok
cyberash-dev/veche MCP server for bounded multi-agent committee meetings — Codex + Claude Code deliberate in 21 Claude Code, Codex, OpenCode 4 4,851 tok
ilang-ai/Mem-Forever ilang.ai Every AI tool forgets you after every session. This repo doesn't. Ever. Zero install, zero 21 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 18,215 tok
mocasus/paleo 🦴 paleo — token-saving skills for LLM agents: compress output, trim context, cap budget ( 21 Claude Code, Codex, Gemini CLI, OpenCode 3 699 tok
etrebels/claude-code-growth-os langoptima.com Claude Code Growth Operating System (OS): Sales, Marketing, Product and Retention as one R 21 Claude Code, Codex, OpenCode 9 3,128 tok
ConnorGriffin/skills Portable coding-agent skills for UI mockups, browser verification, Codebase Memory, and is 21 Claude Code, Codex, OpenCode 2 504 tok
royashbrook/hush royashbrook.com a secret store for ai agents with one rule: the agent never sees the plaintext. get a secr 21 Codex, OpenCode 1 410 tok
Rainnystone/naive-harness-kit Prompt-first starter kit for Codex and Claude Code workspaces, with bootstrap, upkeep, and 21 Claude Code, Codex, OpenCode 2 908 tok
ManageXR/claude-unity-bridge A file-based Command Protocol enabling Claude Code to trigger Unity Editor operations. Bui 21 Claude Code, Codex, OpenCode 2 5,054 tok
PyModel/pythinker-cli pythinker.com Think first, then code. Where Claude Code and Codex jump straight to writing, this stays r 21 Claude Code, Codex, OpenCode 4 9,255 tok
evanlong-me/model-usage npmjs.com Zero-config CLI for analyzing AI model usage & costs across all local TUI tools — pi, Clau 21 Codex, OpenCode 1 1,868 tok
braintrustdata/braintrust-claude-plugin braintrust.dev Trace Claude Code sessions in Braintrust via the Braintrust Claude Plugin 21 Codex, OpenCode 1 261 tok
moshehbenavraham/apex-spec-system youtu.be Specification-driven workflow system for AI-assisted development - break large projects in 21 Claude Code, Codex, Gemini CLI, OpenCode 3 198 tok
stefanoginella/aicontainer npmjs.com Sandboxed devcontainer for running Claude Code, Codex, and OpenCode in bypass / auto-appro 21 Claude Code, Codex, OpenCode 1 2,210 tok
Eigenwise/tesseron eigenwise.github.io Expose typed web-app actions to MCP-compatible AI agents over WebSocket. TypeScript SDK + 21 Claude Code, Codex, OpenCode 8 1,433 tok
product-on-purpose/pm-skills-mcp MCP server exposing 40 PM skills + 11 workflows + 8 utility tools (59 tools) via Model Con 21 Claude Code, Codex, OpenCode 2 1,591 tok
izzzzzi/agent-assh SSH workflow helper for LLM agents 21 Codex, GitHub Copilot, OpenCode 2 1,483 tok
ameshkov/mcp-compress-router Compress all connected MCP into a single router MCP and save up to 99% on tokens 21 Claude Code, Codex, OpenCode 3 6,925 tok
iliaal/codesage Code intelligence engine for AI coding agents. Structural graph queries plus semantic sear 21 Claude Code, Codex, OpenCode 4 4,725 tok
pomerium/mcp-app-typescript-template pomerium.com An MCP app template using Pomerium, the Model Context Protocol (MCP) TypeScript SDK, with 21 Claude Code, Codex, OpenCode 2 2,098 tok
rumi-chan/league-client-mcp Connect Claude, Antigravity to League Client via MCP & Pengu Loader. 21 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 14,093 tok
IvanMurzak/MCP-Plugin-dotnet .NET MCP bridge: expose app methods/data as MCP tools, prompts, and resources via an in-ap 21 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,282 tok
footprintjs/agentfootprint agentfootprint.dev TypeScript AI agent framework with recorded context, tool calls and decisions, plus config 21 Claude Code, Codex, OpenCode 4 12,692 tok
thomast1906/github-copilot-skills-terraform Template repository providing specialized GitHub Copilot agents and reusable skills for Te 21 Codex, GitHub Copilot, OpenCode 2 4,676 tok
kychee-com/run402-core run402.com Open-source, self-hostable server and runtime core for Run402 — backend infrastructure for 21 Claude Code, Codex, OpenCode 2 268 tok
berabuddies/puffer puffer-orpin.vercel.app 21 Codex, OpenCode 1 2,940 tok
JSONbored/mem0-aio aethereal.dev Unraid CA template and Docker build for Mem0 (OpenMemory). This mega-container utilizes s6 21 Codex, OpenCode 1 292 tok
buYoung/skills Initialize projects with AGENTS.md 1.1 standard support for seamless AI agent collaboratio 21 Codex, OpenCode 1 1,966 tok
ChrisRomp/copilot-bridge Bridge GitHub Copilot CLI to messaging platforms (Mattermost, Slack, etc.) 21 Codex, OpenCode 1 2,528 tok
iowarp/clio-core core.iowarp.ai Harnessing distributed, tiered storage for context management 21 Claude Code, Codex, OpenCode 14 12,031 tok
agidesigner/five-step-method-skill jogg.ai AI agent skill that teaches "question → delete → simplify → accelerate → automate" before 21 Claude Code, Codex, OpenCode 2 2,674 tok
johndaskovsky/nightshift npmjs.com Long-running unsupervised agent framework 21 Claude Code, Codex, OpenCode 23 2,457 tok
mikeshu2001/content-factory Markdown-first, human-gated multi-agent editorial workflow with explicit research, plannin 21 Codex, OpenCode 1 458 tok
Wardell-Stephen-CurryII/OpenNova This is an AI Agent project; it's used for learning. 21 Claude Code, Codex, OpenCode 2 1,760 tok
sekachev/agentic_ai A practical course on Agentic AI, from LLM fundamentals to building autonomous agent syste 21 Codex, OpenCode 1 358 tok
ishandutta2007/Awesome-Agent-Skills Skills for coding agents 🌟 Star if you like it! 🌟 21 Claude Code, Codex, Gemini CLI, OpenCode 3 2,117 tok
opensource-together/ost-linker opensource-together.com Linker : OST's recommender-system, AI powered. 21 Claude Code, Codex, OpenCode 2 2,141 tok
mdrideout/junjo python-api.junjo.ai An AI graph workflow library for building dynamic LLM driven workflows 21 Claude Code, Codex, OpenCode 9 1,954 tok
gaixianggeng/codex-skills Codex skill for initializing a project workspace from the current session and creating a G 21 Codex, OpenCode 1 354 tok
tower/agentic-data-engineering Repository with a skills boilerplate for agentic data engineering workflows 21 Claude Code, Codex, OpenCode 5 1,154 tok
GGPrompts/TFE 21 Claude Code, Codex, OpenCode 16 4,666 tok
NiobiumInc/niobium-client Open-source FHE client and toolchain. Build fully homomorphic encryption applications with 21 Claude Code, Codex, OpenCode 2 1,787 tok
newstler/template Lightweight AI-Native Rails Template with all required SaaS features 21 Claude Code, Codex, OpenCode 3 10,322 tok
affandar/duroxide Durable execution framework for Rust 21 Claude Code, Codex, GitHub Copilot 2 1,874 tok
scottgal/mostlylucidweb mostlylucid.net The mad scientists lab for the mostlylucid site with engineering experiements, tag helpers 21 Claude Code, Codex, OpenCode 2 3,116 tok
dannyhw/react-native-storybook-tools 21 Claude Code, Codex, OpenCode 2 493 tok
amkessler/nicar2026_skills_in_codex_claude Materials for NICAR 2026 session on using "skills" to aid in more reliable, reproducible a 21 Claude Code, Codex, OpenCode 8 3,311 tok
wangweiwei/auto-cr auto-cr: a lightning-fast SWC-powered code review toolkit—CLI + extensible rule SDK—to sur 21 Codex, OpenCode 1 769 tok
PandaNePanda/notioncode_mcp t.me MCP that allows you to use top-tier LLM's, such as GPT-5.6 and Fable 5, in any IDE via Not 21 Codex, OpenCode 1 553 tok