How real projects configure their agents

32,505 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
spire-studio/cloakbot A privacy-first AI agent that sanitizes your prompts locally with a local LLM before forwa 205 Claude Code, Codex, OpenCode 2 770 tok
NotePlan/plugins The main NotePlan repository, which contains the source code for all NotePlan plugins. If 205 Claude Code, Codex, Cursor, OpenCode, Windsurf 7 1,425 tok
Miguok/fable-harness Make Claude Code work like a disciplined engineer: OODA, multi-party adversarial review, t 205 Claude Code 7 1,210 tok
unchainedshop/unchained unchained.shop High-Performance Headless Node.js ESM E-Commerce Framework 205 Claude Code, Codex, OpenCode 3 3,846 tok
Idun-Group/idun-agent-platform idun-group.com 🟪 Open-source runtime that ships any LangGraph or Google ADK agent as a production-ready 205 Claude Code 2 3,042 tok
mercurialsolo/claudectl mercurialsolo.github.io Hive compute for coding agent swarms - expand your personal compute by adding on-demand ag 205 Claude Code, Codex, OpenCode 2 9,416 tok
pyrate-llama/hermes-ui The command center for Hermes Agent — chat, steer, browse files, manage skills, and monito 205 Claude Code 1 203 tok
FeSens/auto-arch-tournament 205 Claude Code 1 2,825 tok
mrmidi/ASFireWire asfw.net DriverKit OHCI FireWire Host Controller for macOS 205 Claude Code, Codex, Gemini CLI, OpenCode 3 7,175 tok
oxy-hq/oxygen oxygen-hq.com Oxygen Nexus is the platform for AI Transformation 205 Claude Code, Codex, OpenCode 28 7,422 tok
disler/nano-agent A MCP Server for a small scale engineering agents with multi-provider LLM support. 204 Claude Code 31 —
steerlabs/opensteer opensteer.com Turn your computer into an AI agent workstation you can steer from your phone. 204 Claude Code, Codex, OpenCode 10 3,755 tok
mikkelkrogsholm/api-mapper 204 Claude Code 1 854 tok
zhuchunshu/SForum dalao.me SForum is a Chinese forum application with a clean interface and rich features. 204 Claude Code, Codex, OpenCode 2 7,716 tok
traceloop/opentelemetry-mcp-server Unified MCP server for querying OpenTelemetry traces across multiple backends (Jaeger, Tem 204 Claude Code 1 4,754 tok
posit-dev/mcptools posit-dev.github.io Model Context Protocol For R 204 Claude Code, Codex, OpenCode 2 139 tok
mainline-org/mainline mainline.sh Git-native memory for coding agents. Repo memory before the diff. 204 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 4 1,789 tok
nowledge-co/community Community Repo for Nowledge Labs Products 204 Claude Code, Codex, OpenCode 2 1,164 tok
NVIDIA/nvalchemi-toolkit nvidia.github.io ALCHEMI Toolkit is a developer toolkit for accelerating training and inference for AI in c 204 Claude Code, Codex, OpenCode 2 2,883 tok
oryx-labs/oryxos oryx-labs.github.io OryxOS is an open-source Distributed AI Agent OS 204 Claude Code 14 8,302 tok
disler/agentic-drop-zones 204 Claude Code 7 —
iterate/iterate iterate.com The most hackable AI agent 204 Claude Code, Codex, OpenCode 8 614 tok
sylverb/game-and-watch-retro-go-sd 204 Claude Code 1 2,946 tok
DrAshBooth/PyLOB Fully functioning fast Limit Order Book written in Python 203 Claude Code, Codex, OpenCode 18 1,564 tok
yinzhenyu-su/weekly-git-summary A cross-platform CLI tool for generating weekly summaries of Git commits. Supports multipl 203 Claude Code, GitHub Copilot 2 4,579 tok
harumiWeb/exstruct harumiweb.github.io Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, a 203 Claude Code, Codex, OpenCode 10 1,535 tok
gollem-dev/gollem Go framework for agentic AI app with MCP and built-in tools 203 Claude Code 3 2,227 tok
nicepkg/auto-company 🤖 A fully autonomous AI company that runs 24/7. 14 AI agents (Bezos, Munger, DHH...) brai 203 Claude Code 51 3,706 tok
stoneforge-ai/stoneforge stoneforge.ai A web dashboard and runtime for orchestrating AI coding agents 203 Claude Code, Codex, OpenCode 3 2,928 tok
Impertio-Studio/Frappe_Claude_Skill_Package 60 deterministic Claude AI skills for Frappe Framework & ERPNext v14-v16 development and o 203 Claude Code 1 4,735 tok
srelens/srelens srelens.com The Kubernetes control room—built in Rust, ready for engineers and AI agents. 203 Claude Code, Codex, OpenCode 2 4,243 tok
PerpetualSoftware/pad getpad.dev Project Management for the agent era 203 Claude Code 1 3,130 tok
GabrielMartinMoran/mind gmoran.dev Persistent local memory for AI coding agents. Preserve decisions and project context acros 203 Claude Code, Codex, OpenCode 7 21,539 tok
guardana/guardana guardana.dev Open-source AI security verification for model artifacts, live endpoints, MCP servers, and 203 Claude Code, Codex, OpenCode 25 2,231 tok
VectorlyApp/bluebox console.vectorly.app Index the world's undocumented APIs 202 Claude Code 1 3,431 tok
davegoldblatt/total-recall Persistent memory plugin for Claude Code. Tiered memory system with write gates, correctio 202 Claude Code 1 464 tok
algopian/chromeclaw discord.gg Your own personal AI assistant in Chrome/Firefox. 🦞 202 Claude Code 1 2,901 tok
tsubotax/melta-ui melta.tsubotax.com A design system readable by both humans and AI — AI-Ready Design System for Claude Code & 202 Claude Code, Codex, OpenCode 5 2,909 tok
Michaelliv/claude-quest RPG-style animation viewer for Claude Code sessions - watch your AI companion react to too 202 Claude Code 1 1,885 tok
zachahn/vomit Clean up Claude's token vomit with a separate LLM. Save your tokens, Opus is hopeless 202 Claude Code 1 62 tok
40RTY-ai/shopify-admin-skills skills.40rty.ai Community-maintained AI agent skills for operating Shopify stores — workflows, optimizatio 202 Claude Code 1 816 tok
nikolai-vysotskyi/trace-mcp trace-mcp.com Framework-aware code intelligence MCP server — 91 framework integrations, 81 languages, 72 202 Claude Code, Codex, OpenCode 2 5,632 tok
avishayil/react-native-user-avatar Avatar Component For React Native 201 Claude Code, Codex, OpenCode 2 1,349 tok
cgwire/zou dev.kitsu.cloud Zou is the Kitsu API. It allows you to store and manage your production data 201 Claude Code 1 4,983 tok
everett7623/vps_scripts A multifunctional VPS script toolkit including system updates, speed tests, IP quality che 201 Claude Code, Codex, OpenCode 2 5,155 tok
PostHog/wizard posthog.com Quickly add PostHog to your project using the setup wizard ✨ 201 Claude Code, Codex, OpenCode 9 4,722 tok
huangjunsen0406/xiaozhi-mcphub MCP bridge system optimized for Xiaozhi AI integration 201 Claude Code, Codex, OpenCode 4 2,870 tok
rohasnagpal/legal-ai-skills Set Up an AI-Powered Full-Service Law Firm in 90 Seconds 201 Claude Code, Codex, OpenCode 1 1,459 tok
dmarcguardhq/dmarcguard dmarcguard.io 🛡️ A lightweight, self-hosted DMARC report parser with a beautiful Vue.js dashboard. Sing 201 Claude Code 1 4,175 tok
searlsco/prove_it The verification harness that Claude Code should have shipped with 200 Claude Code, Codex, OpenCode 5 2,012 tok