How real projects configure their agents

23,733 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
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
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
kormium/kormium A type-safe, reflection-free Kotlin Multiplatform ORM / SQL DSL for server and client. On 21 Codex, OpenCode 1 5,806 tok
zby/llm-do "Extend with llm, stabilise with code" - Prompts when you're exploring, Python when you're 21 Claude Code, Codex, OpenCode 10 1,562 tok
Quinoto-Tech/QuinotoSpec QuinotoSpec: Framework de Desarrollo Agéntico Guiado por IA. Metodología "Proposal-First" 21 Codex, OpenCode 1 4,507 tok
jonathanbossenger/concilium A web based, local or public, multi-agent orchestration dashboard. Your council of agents. 21 Claude Code, Codex, OpenCode 2 2,711 tok
lisitan/writing-team-workbench 21 Claude Code, Codex, OpenCode 15 3,299 tok
numman-ali/editorzero Open-source, self-hostable AI-native docs platform. Humans and AI agents as peer co-editor 21 Claude Code, Codex, OpenCode 2 4,366 tok
xihuai18/claude-code-mcp Make Claude Code serve as a MCP server with minimal tools. 21 Codex, OpenCode 1 3,078 tok
Electro-resonance/LLM-WIKI-MCP LLM Wiki MCP – the local‑first Markdown knowledge‑base with both MCP and CLI 21 Claude Code, Codex, OpenCode 2 276 tok
mikekelly/promode A Claude Code plugin designed to make efficient use of Fable on usage credits. 21 Claude Code, Codex, OpenCode 3 2,123 tok
liamqma/sanmou-yanwu sanmou-yanwu.pages.dev 21 Claude Code, Codex, OpenCode 6 298 tok
itcaat/rcmd Use the right ⌘ + key to switch application 21 Codex, OpenCode 1 974 tok
Salakar/pluto mike.diarmid.me A remarkable way to Flutter. 21 Codex, OpenCode 1 4,796 tok
GermanDZ/ai-guided-project A template to init other projects to be developed using AI agents 21 Claude Code, Codex, OpenCode 2 2,162 tok
footprintjs/footPrint footprintjs.github.io TypeScript workflow engine with named stages, tracked state and recorded decision evidence 21 Claude Code, Codex, OpenCode 2 21,004 tok
clear0215/research-planning-architect a research planning skills 21 Codex, OpenCode 1 163 tok