How real projects configure their agents

44,817 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
Bottelet/DaybydayCRM daybydaycrm.com DaybydayCRM an open-source CRM, to help you keep track of your daily workflow. 2,331 Claude Code, Codex, GitHub Copilot, OpenCode 16 1,632 tok
deusyu/translate-book Agent skill for Codex, Claude Code, and OpenClaw that translates entire books (PDF/DOCX/EP 2,331 Claude Code, Codex, OpenCode 2 2,198 tok
arifszn/gitprofile arifszn.github.io 🚀 Create and publish a GitHub-synced portfolio by just providing your GitHub username. 2,326 Claude Code, Codex, OpenCode 2 1,206 tok
stacklok/toolhive stacklok.com ToolHive is an enterprise-grade platform for running and managing Model Context Protocol ( 2,325 Claude Code, Codex, OpenCode 28 1,566 tok
lhfer/claude-howto-zh-cn A comprehensive Claude Code getting-started guide in Chinese. Locally rewritten based on l 2,320 Claude Code 3 990 tok
AmberLJC/LLMSys-PaperList Large Language Model (LLM) Systems Paper List 2,319 Claude Code 1 1,510 tok
Exa-Networks/exabgp The BGP swiss army knife of networking 2,315 Claude Code 4 5,358 tok
Kocoro-lab/Shannon shannon.run A production-oriented multi-agent orchestration framework. 2,314 Claude Code 1 1,717 tok
Sahir619/fable-method The Fable Workflow: how Claude Fable 5 worked, distilled into skills any model can run, wi 2,313 Codex, OpenCode 1 3,676 tok
codejunkie99/agentic-stack One brain, many harnesses. Portable .agent/ folder (memory + skills + protocols) that plug 2,310 Claude Code, Codex, Cursor 21 —
Open-Curiosity/gini-agent The agent that remembers and learns. 2,310 Claude Code, Codex, OpenCode 3 3,642 tok
NVIDIA-NeMo/labs-OO-Agents NVIDIA Object Oriented Agents: the Pythonic way to build AI Agents. 2,307 Codex, OpenCode 1 3,195 tok
dstackai/dstack dstack.ai A unified orchestration layer for heterogeneous AI compute. It standardizes how to manage 2,303 Codex, OpenCode 1 1,300 tok
jhlee0409/claude-code-history-viewer jhlee0409.github.io Desktop app and web server to browse, search and analyze your AI coding assistant history 2,303 Claude Code 12 9,701 tok
MCPJam/inspector mcpjam.com Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and Cha 2,299 Claude Code, Codex, OpenCode 13 856 tok
raphaelmansuy/edgequake edgequake.com EdegQuake 🌋 High-performance GraphRAG inspired from LightRag written in Rust; Transform d 2,296 Claude Code, Codex, OpenCode 14 11,000 tok
allenymt/PrivacySentry Android privacy compliance remediation and detection tool using an annotation + ASM byteco 2,295 Claude Code 1 1,561 tok
asuojun/claude-vision-skill 2,294 Claude Code, Codex, OpenCode 2 562 tok
soumatheusgomes/vibe-coding-toolkit A curated, battle-tested AI-coding toolkit: Claude Code plugins, subagent orchestration, q 2,289 Claude Code, Codex, OpenCode 2 643 tok
openstatusHQ/data-table-filters data-table.openstatus.dev React data tables for shadcn/ui: faceted filters, sorting, infinite scroll. Filtering, fac 2,288 Claude Code, Codex, OpenCode 18 2,836 tok
phuryn/claude-usage productcompass.pm A local dashboard for tracking your Claude Code token usage, costs, and session history. P 2,288 Claude Code, Codex, OpenCode 3 4,107 tok
phronesis-io/eigenflux eigenflux.ai Official repository for EigenFlux — the open-source communication and broadcast network fo 2,287 Claude Code, Codex, OpenCode 4 2,443 tok
X-Wei/flutter_catalog An app showcasing Flutter components, with side-by-side source code view. 2,286 Gemini CLI 1 685 tok
kunchenguid/axi axi.md Design principles for agent ergonomics. Higher accuracy with lower token cost than both MC 2,282 Claude Code, Codex, OpenCode 3 1,705 tok
greenpau/caddy-security authcrunch.com 🔐 Authentication, Authorization, and Accounting (AAA) App and Plugin for Caddy v2. 💎 Imp 2,277 Codex, OpenCode 1 3,359 tok
getkimchi/kimchi kimchi.dev Terminal coding agent powered by Kimchi's multi-model orchestration 2,276 Claude Code, Codex, OpenCode 1 3,924 tok
0Chencc/clawgod clawgod.0chen.cc ClawGod is a runtime patch applied to the official Claude Code. It continues to be support 2,276 Codex, OpenCode 1 428 tok
opentiny/tiny-vue opentiny.design TinyVue is an enterprise-class UI component library of OpenTiny community, support both Vu 2,273 Codex, OpenCode 1 2,171 tok
tractorjuice/arc-kit arckit.org The Enterprise Architecture Governance Harness — strategy, architecture, delivery, and ass 2,273 Claude Code, Codex, OpenCode 9 12,040 tok
tddworks/baguette tddworks.github.io Headless control for Apple's Simulators — 3D models, taps, swipes, multi-finger gestures, 2,273 Claude Code, Codex, OpenCode 2 2,891 tok
agno-agi/dash agno.com A self-learning data agent built with systems engineering principles. It grounds answers i 2,272 Claude Code 1 2,286 tok
arcsin1/oh-my-ppt ohmyppt.cc Describe what you need — a presentation, lesson, or story — and let the AI build clean, be 2,271 Claude Code, Codex, OpenCode 2 1,895 tok
Notifuse/notifuse notifuse.com Open-source, self-hosted newsletter, email marketing and transactional email platform. Vis 2,269 Claude Code 2 —
anthropics/cwc-workshops 2,269 Claude Code 1 —
OpenIPC/firmware openipc.org Alternative IP Camera firmware from an open community 2,268 Claude Code, Codex, OpenCode 2 5,663 tok
Wirasm/prp Prompts, workflows and more for agentic engineering 2,264 Claude Code, Codex, OpenCode 36 1,888 tok
apconw/Aix-DB db.aixhub.top Aix-DB is based on the LangChain/LangGraph frameworks and combines an MCP Skills multi-age 2,264 Claude Code 1 1,430 tok
numman-ali/cc-mirror Create multiple isolated Claude Code variants with custom providers (Z.ai, MiniMax, OpenRo 2,260 Claude Code, Codex, OpenCode 2 2,797 tok
martin-ger/esp32_nat_router An AI-enabled NAT Router/Firewall for the ESP32 2,258 Claude Code 1 117 tok
m14r41/PentestingEverything pentesting.m14r41.in Complete Solution for VAPT/AppSec and Pentesting Guide: Web | Mobile | API | Thick Client 2,258 Claude Code, Codex 1 —
OpenCoworkAI/open-cowork Open-source AI agent desktop app for Windows & macOS. One-click install Claude Code, MCP t 2,256 Claude Code, GitHub Copilot 7 —
AmoyLab/Unla 🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Serv 2,252 Claude Code, Cursor 2 1,361 tok
tsingyuai/scientify Automatic and end-to-end scientific research workflow. Produces state-of-the-art level res 2,251 Claude Code 1 1,896 tok
future-agi/future-agi futureagi.com Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent 2,250 Claude Code, Codex 2 —
ginlix-ai/LangAlpha langalpha.ai Claude Code for Financial Market 2,244 Claude Code, Codex, OpenCode 2 5,431 tok
proma-ai/Proma proma.cool Proma brings a seamless general-purpose Agent experience to your workflow. Built for 100× 2,242 Codex, OpenCode 1 1,099 tok
numtide/llm-agents.nix numtide.github.io Nix packages for AI coding agents and development tools. Automatically updated daily. 2,241 Claude Code, Codex, OpenCode 2 3,068 tok
atomicstrata/llm-wiki-compiler llmwiki.atomicstrata.ai The knowledge compiler. Raw sources in, interlinked wiki out. Inspired by Karpathy's LLM W 2,239 Claude Code, Codex, OpenCode 2 1,426 tok
mrgoonie/claudekit-skills claudekit.cc All powerful skills of ClaudeKit.cc! 2,235 Claude Code 52 738 tok
LetsFG/LetsFG letsfg.co Agent-native flight & hotel search and booking — MCP server, CLI, and Python/JS SDKs. Ever 2,234 Claude Code, Codex, OpenCode 2 17,136 tok