How real projects configure their agents

32,517 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
IgniteUI/igniteui-cli bit.ly Ignite UI Command-Line Interface by Infragistics 137 Claude Code, Codex, OpenCode 9 2,087 tok
karaage0703/ai-assistant-workspace 137 Claude Code, Codex, OpenCode 2 3,188 tok
zhinjs/zhin zhin.js.org AI-native TypeScript bot framework — one codebase for 20+ chat platforms (QQ, Discord, Tel 137 Claude Code, Codex, GitHub Copilot, OpenCode 17 12,274 tok
jameslemon2002/research-idea-explorer Literature-grounded research idea exploration for CLI agents. A literature-driven tool for 137 Claude Code 1 —
cybernetix-lab/moss-harness A production-grade AI Agent Harness engineering template providing a reliable, observable, 137 Claude Code, Codex, OpenCode 2 9,463 tok
llm-exe/llm-exe llm-exe.com A package that provides simplified base components to make building and maintaining LLM-po 137 Claude Code 2 1,914 tok
302ai/302-AI-Studio 137 Claude Code, Codex, Gemini CLI, OpenCode 21 2,267 tok
ikamensh/kodo Orchestrator for AI coding (claude code, cursor, codex, gemini) 137 Claude Code, Codex, OpenCode 2 2,244 tok
bernatvadell/muonline 137 Claude Code, Codex, OpenCode 2 6,460 tok
cemalturkcan/opencode-anthropic-login-via-cli OpenCode plugin for using Anthropic models with your Claude Pro/Max subscription 137 Claude Code, Codex, OpenCode 2 832 tok
db-ux-design-system/core-web design-system.deutschebahn.com DB UX Design System monorepo - Provides Design Tokens and components for Web UIs 137 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 6 19,958 tok
hugr-lab/mssql-extension hugr-lab.github.io DuckDB extension for Microsoft SQL Server (TDS + TLS), with catalog integration and pushdo 137 Claude Code 1 27,404 tok
valory-xyz/open-autonomy stack.olas.network A framework for the creation of autonomous agent services. 137 Claude Code 1 2,643 tok
damionrashford/RivalSearchMCP Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platform social se 137 Claude Code, Codex, OpenCode 2 5,408 tok
lance-format/lance-duckdb The lance extensions for DuckDB enable reading and writing of lance tables. 137 Claude Code, Codex, OpenCode 2 1,967 tok
lucifer1004/claude-skill-typst Typst skill for agents. 137 Claude Code 1 1,522 tok
fallow-rs/fallow-skills docs.fallow.tools Agent skills for fallow. They teach coding agents (Claude Code, Codex, Cursor, and others) 137 Claude Code, Codex, OpenCode 5 1,094 tok
alex-durango/pingfusi pingfusi.com MCP server + CLI that puts a real human in your coding agent's loop. It publishes work mid 137 Claude Code 1 182 tok
ai-hero-dev/cohort-004-project Cohort 004 project 137 Claude Code 2 —
frankchu91/mindbase-llm-wiki frankchu91.github.io Karpathy's LLM Wiki idea as a product — an AI that builds and maintains a markdown wiki fr 137 Claude Code 1 3,400 tok
jiushiwon/wg-skills My Good AI SKILLS 137 Claude Code, Codex, OpenCode 2 9,806 tok
WaHaiLong/KingdeeMCP wahailong.github.io Kingdee Cloud Star MCP Server: lets AI assistants such as Claude/Cursor directly query and 137 Claude Code 1 2,467 tok
ShadowWalker2014/open-sunsama opensunsama.com Open-source Sunsama alternative: a daily planner with kanban, time blocking, and focus mod 137 Claude Code, Codex, OpenCode 4 4,708 tok
batmany13/about-me linkedin.com About my leadership philosophy, a little about me, and a peek into my AI work 136 Claude Code, Codex, OpenCode 8 5,746 tok
c0dezli/claude-code-personal-assistant AI personal assistant setup for Claude Code 136 Claude Code 10 4,363 tok
yiliqi78/memory-work An AI-first knowledge management system with evolvable memory 136 Claude Code 1 4,330 tok
lwyBZss8924d/DeepSearchAgents deepwiki.com DeepSearch Code-Actions Agent (DSCA). Build 🙌 with 🤗 smolagents 136 Claude Code 1 3,728 tok
terryso/AutoQA-Agent autoqa.lovable.app AutoQA-Agent is an open-source automated testing CLI tool built on the Claude Agent SDK. 136 Claude Code 49 —
6BNBN/FlowPilot Describe a requirement and automatically split tasks, write code with parallel agents, res 136 Claude Code 1 364 tok
luongnv89/sleek-ui luongnv.com The Unsplash of design systems for AI agents — re-skin your app with one URL 136 Claude Code, Codex, OpenCode 3 1,276 tok
AetherHeart-AI/Aeloon Aeloon Agent 136 Claude Code, Codex, OpenCode 2 2,187 tok
kitchen-engineer42/Anything2Ontology Turn basically anything into a workspace ready for app-building. 136 Claude Code 1 3,321 tok
AndrewAltimit/template-repo andrewaltimit.github.io Agent orchestration & security template featuring MCP tool building, agent2agent workflows 136 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,284 tok
airbytehq/airbyte-agent-sdk airbyte.com 🐙 Drop-in tools that give AI agents reliable, permission-aware access to external systems 136 Claude Code 4 —
z80dev/lemon z80.wtf BEAM-native platform for LLM agents: OTP-supervised per-run processes, pluggable engines a 136 Claude Code, Codex, OpenCode 4 2,499 tok
RobZombie9043/es-de-companion A dual-screen companion app for ES-DE that displays dynamic game artwork and provides an i 136 Claude Code 1 15,631 tok
robertguss/claude-code-toolkit robertguss.github.io A collection of custom skills that extend Claude's capabilities with specialized workflows 136 Claude Code 1 617 tok
highkay/tencent-ima-copilot-mcp tencent-ima-copilot-mcp 136 Claude Code 1 1,412 tok
bitsocialnet/5chan 5chan.app A decentralized 4chan alternative. 136 Claude Code, Codex, OpenCode 33 3,047 tok
lkmeta/txtify txtify.lkmeta.com Web application that converts audio and video to text using AI, supporting various formats 135 Claude Code 5 1,549 tok
AlexAI-MCP/hermes-CCC Hermes Agent ported to Claude Code Channel — 46 native skills, no OAuth, no external proce 135 Claude Code 1 561 tok
Koomook/fastcampus-ai-agent-vibecoding FastCampus AI Agent & Vibe Coding Course Materials 135 Claude Code 9 —
flightlesstux/prompt-caching prompt-caching.ai Automatic prompt caching for Claude Code. Cuts token costs by up to 90% on repeated file r 135 Claude Code 1 1,508 tok
wanaku-ai/wanaku wanaku.ai Wanaku Governed Action Proxy for AI Agents 135 Claude Code, Codex, OpenCode 4 3,216 tok
popmechanic/VibesOS install.vibesos.com A GUI for Claude Code that makes it easy to vibe code simple, un-hackable apps 135 Claude Code 1 2,855 tok
terranc/claude-telegram-bot-bridge A lightweight Telegram bot that bridges Claude Code to any local folder, with autostart su 135 Claude Code 2 1,883 tok
benseverndev-oss/goldenmatch docs.bensevern.dev Zero-config entity resolution feeding a durable identity layer: messy records from any sou 135 Claude Code, Codex, OpenCode 2 6,674 tok
OpenYabby/OpenYabby openyabby.com Voice-driven multi-agent assistant — Realtime API + CLI runners + multi-channel orchestrat 135 Claude Code, Codex, OpenCode 2 9,284 tok
pnp/cli-microsoft365-mcp-server npmjs.com Manage Microsoft 365 using MCP server 135 Claude Code, Codex 2 —
zifeo/lade Temporary access to secrets and private networks for one command, then gone. Same wrap for 135 Claude Code, Codex, Cursor, OpenCode 9 1,604 tok