How real projects configure their agents

32,436 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
KunAgent/Kun kun-agent.com Local-first AI agent workspace for coding, writing, design, research, and automation — one 6,383 Claude Code, Codex, Cursor, OpenCode 13 2,782 tok
kenn-io/agentsview agentsview.io Local-first session search, analytics, insights, and token use statistics for coding agent 6,376 Claude Code, Codex, OpenCode 5 2,665 tok
FlorianBruniaux/claude-code-ultimate-guide cc.bruniaux.com The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, q 6,367 Claude Code, Codex, GitHub Copilot, OpenCode 10 6,437 tok
heilcheng/awesome-agent-skills agent-skill.co Tutorials, Guides and Agent Skills Directories 6,348 Claude Code, Codex, GitHub Copilot, OpenCode 3 902 tok
Q00/ouroboros ouroboros.page Agent OS: the agent gets smarter on its own. We just hold the line: Interview-gated, stage 6,326 Claude Code, Codex, OpenCode 8 4,089 tok
Eigenwise/atomic-agents eigenwise.github.io Building AI agents, atomically 6,319 Claude Code, Codex, OpenCode 3 3,355 tok
jihe520/MathModelAgent mathmodel.top 🤖📐 An Agent and skills designed for mathematical modeling, automatically completing math 6,296 Claude Code 3 1,377 tok
baserow/baserow baserow.io Build databases, automations, apps & agents with AI — no code. Open source platform avail 6,274 Claude Code, Codex, OpenCode 19 1,643 tok
Helicone/helicone helicone.ai 🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and expe 6,269 Claude Code, Codex, Cursor, OpenCode 3 5,269 tok
agentscope-ai/agentscope-java java.agentscope.io Build distributed, production-grade, long-running agents. 6,265 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,551 tok
Tencent/puerts PUER (普洱) Typescript. Let's write your game in UE or Unity with TypeScript. 6,263 Claude Code, Codex 1 —
nlweb-ai/NLWeb Main reference implementation for NLWeb, implemented in Python. 6,258 Claude Code 1 1,149 tok
deusyu/harness-engineering A Harness Engineering study guide — an in-depth learning record from understanding the con 6,250 Claude Code, Codex, OpenCode 2 1,815 tok
RediSearch/RediSearch redis.io A query and indexing engine for Redis, providing secondary indexing, full-text search, vec 6,245 Claude Code, Codex, OpenCode 40 6,911 tok
Hisn00w/ASu-skills 🚀 A collection of practical AI Skills for job seeking and development, supporting resume 6,244 Claude Code, Codex, OpenCode 2 623 tok
nirholas/fresh-start three.ws The original nirholas/claude-code before DMCA and take down. Once everything is cleared, i 6,235 Claude Code, Codex, OpenCode 2 312 tok
lightdash/lightdash lightdash.com Agentic BI. Analytics at the speed of code ⚡️ 6,223 Claude Code, Codex, OpenCode 20 5,467 tok
reorx/httpstat curl statistics made simple 6,220 Claude Code, Codex, OpenCode 2 1,195 tok
WUBING2023/PaperSpine wubing2023.github.io PaperSpine5 — local-first, evidence-bound paper research, writing, figures, review and del 6,207 Claude Code 1 944 tok
PrefectHQ/marvin marvin.mintlify.app an ambient intelligence library 6,206 Claude Code 1 242 tok
generalaction/emdash emdash.com Emdash is the Open-Source Agentic Development Environment (🧡 YC W26). Run multiple coding 6,198 Claude Code, Codex, OpenCode 3 5,662 tok
ebertti/awesome-telegram telegram.me Collection great groups, channels, bots and libraries for Telegram 6,196 Claude Code, Codex, OpenCode 2 1,796 tok
oomol-lab/open-connector oomol.com Open-source auth gateway connecting 1500+ SaaS providers to AI agents through SDK, CLI, MC 6,188 Claude Code, Codex, OpenCode 3 4,422 tok
gz-yami/mall4cloud mall4j.com ⭐️⭐️⭐️ Microservices mall system, Spring Cloud microservices mall, mini-program mall. 6,172 Claude Code, Codex 1 —
macro-inc/macro macro.com Macro is a unified workspace for teams: email, chat, docs, tasks, agents, calls, and CRM — 6,172 Claude Code, Codex, Cursor, OpenCode 35 2,407 tok
netease-youdao/LobsterAI lobsterai.youdao.com Open-source, desktop-grade AI agent that gets real work done — data analysis, slides, docs 6,170 Claude Code, Codex, OpenCode 2 5,028 tok
maildev/maildev maildev.github.io :mailbox: SMTP Server + Web Interface for viewing and testing emails during development. 6,160 Claude Code 1 731 tok
drona23/claude-token-efficient One CLAUDE.md file. Keeps Claude responses terse. Reduces output verbosity on heavy workfl 6,149 Claude Code 3 82 tok
ModelEngine-Group/nexent modelengine-group.github.io Nexent is a zero-code platform for auto-generating production-grade AI agents using Harnes 6,146 Claude Code, Codex, OpenCode 9 1,653 tok
bethington/ghidra-mcp Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headle 6,133 Claude Code, Codex, OpenCode 2 19,786 tok
lemonade-sdk/lemonade lemonade-server.ai Lemonade helps users discover and run local AI apps by serving optimized LLMs right from t 6,124 Claude Code, Codex, OpenCode 2 3,727 tok
agent-substrate/substrate ate.dev Agent Substrate: the core system 6,108 Claude Code, Codex, OpenCode 7 3,883 tok
sooperset/mcp-atlassian mcp-atlassian.soomiles.com MCP server for Atlassian tools (Confluence, Jira) 6,087 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,281 tok
ChrisWiles/claude-code-showcase Comprehensive Claude Code project configuration example with hooks, skills, agents, comman 6,078 Claude Code 19 509 tok
Azure/azure-sdk-for-net This repository is for active development of the Azure SDK for .NET. For consumers of the 6,077 Claude Code, Codex, GitHub Copilot, OpenCode 23 3,648 tok
UfoMiao/zcf zcf.ufomiao.com Zero-Config Code Flow for Claude code & Codex 6,072 Claude Code, Codex, OpenCode 8 2,039 tok
EverMind-AI/Raven raven.evermind.ai The Harness of Harnesses • Super Agent: a trusted, persistent, self-evolving multi-agent e 6,047 Claude Code, Codex, OpenCode 2 5,918 tok
dograh-hq/dograh app.dograh.com Open source voice AI platform. Self-hosted alternative to Vapi and Retell. On Prem, BYOK a 6,030 Claude Code, Codex, OpenCode 7 395 tok
Galaxy-Dawn/claude-scholar Semi-automated research assistant for academic research and software development. Supports 5,999 Claude Code 1 1,385 tok
btraceio/btrace Production-safe dynamic tracing and diagnostics for Java applications—attach to live JVMs 5,997 Claude Code, Codex, GitHub Copilot, OpenCode 5 2,445 tok
fengshao1227/ccg-workflow ccg.fengshao1227.com Multi-model collaboration workflow engine — run /ccg:go with one command, and AI automatic 5,976 Claude Code 11 20,208 tok
Dammyjay93/interface-design interface-design.dev Design engineering for Claude Code. Craft, memory, and enforcement for consistent UI. 5,927 Claude Code, Codex 3 —
pgsty/pigsty pigsty.io Enterprise-Grade OSS PostgreSQL Distribution with HA, PITR, IaC, Monitor, 12 kernel forks 5,908 Claude Code, Codex, OpenCode 2 5,175 tok
areal-project/AReaL areal-ai.io The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible. 5,901 Claude Code, Codex, OpenCode 27 4,525 tok
talebook/talebook talebook.org A simple and easy-to-use personal library 5,890 Claude Code, Codex, OpenCode 13 4,680 tok
vercel-labs/open-agents open-agents.dev An open source template for building cloud agents. 5,882 Claude Code, Codex, OpenCode 2 1,253 tok
vercel/eve eve.dev The Open Framework for Building Agents 5,809 Claude Code, Codex, OpenCode 6 4,029 tok
ScrapeCreators/social-media-research-skills scrapecreators.com AI agent skills for social media research. Outlier posts, comment mining, competitor teard 5,799 Claude Code, Codex, OpenCode 2 332 tok
Tencent/teamai-cli Make Every Team AI Native 5,780 Claude Code, Codex, OpenCode 2 2,219 tok
jgraph/drawio-mcp 5,779 Claude Code, Codex, OpenCode 2 7,559 tok