How real projects configure their agents

24,815 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
DaxxSec/DAMGood AI-powered datalog analysis & tuning tools for VA WRX (2015-2021) FA20DIT with Atlas ECU. 6 Codex, OpenCode 1 7,465 tok
biulight/shine biulight.github.io A fast Rust CLI for managing shell presets, app configs, and system bootstrap presets. 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,649 tok
Indemnity83/logistics 6 Claude Code, Codex, OpenCode 6 26,447 tok
gdaegeun539/runfit_flutter_vibeton A health-themed running app created for the Flutter Korea 2025 Vibe Hackathon. 6 Codex, Gemini CLI, OpenCode 2 1,764 tok
ksyed0/PlanVisualizer A GitHub centric, markdown enabled visualization tool for AI assisted coding flows to pres 6 Claude Code, Codex, Gemini CLI, OpenCode 5 9,879 tok
helicerat/llm-wiki-loop An LLM-maintained wiki for work that gets measured. Every claim carries n - the number of 6 Claude Code, Codex, OpenCode 7 1,225 tok
rareview/rareview-starter-theme Main RV Starter Theme repo. It will automatically propagate all theme changes to WPE and W 6 Codex, OpenCode 1 904 tok
rsamwilson2323-cloud/resumeforge ResumeForge is an AI-powered resume builder that helps users create professional, ATS-frie 6 Codex, OpenCode 1 168 tok
sadjow/home-manager My home-manager configuration with nix. 6 Codex, OpenCode 1 662 tok
qibuliaoming/codex-zh-cn-agent 6 Codex, OpenCode 1 2,444 tok
gokay-ai/sheep Undo for AI coding agents. Every agent turn becomes a restorable checkpoint. 6 Claude Code, Codex, OpenCode 2 5,416 tok
johnthreekay/Ryokan Self-hosted anime PVR inspired by Sonarr 6 Claude Code, Codex, OpenCode 8 34,146 tok
ugho49/wishlist wishlistapp.fr A modern, full-stack wishlist application for sharing wishlists during events like birthda 6 Claude Code, Codex 2 1,142 tok
kikin81/nubecita Nubecita is an android blue sky client 6 Claude Code, Codex, OpenCode 21 11,717 tok
Project-VIC-International/Agentic-AI-Development-Course A course given by Project VIC International to law enforcement to show them the power of A 6 Claude Code, Codex, Gemini CLI, OpenCode 3 1,429 tok
bcharleson/crystallized-intelligence A git-native framework for pre-compiling domain expertise into agent-readable knowledge la 6 Codex, OpenCode 1 746 tok
terramate-io/terramate-mcp-server The Terramate MCP Server integrates Terramate CLI and Terramate Cloud with ChatGPT, Cursor 6 Claude Code, Codex, OpenCode 2 9,325 tok
flor3z-github/redmine-mcp-server Model Context Protocol server for Redmine integration 6 Claude Code, Codex, OpenCode 2 3,987 tok
TonisOrmisson/limesurvey-mcp Limesurvey MCP server 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,080 tok
unicornops/uptime-kuma-notifier Uptime Kuma macOS menu bar notification app 6 Claude Code, Codex, OpenCode 2 721 tok
ddgonzal3/rally A native app for calm, focused agentic development across multiple repos and branches. 6 Claude Code, Codex, OpenCode 3 5,040 tok
a2ngerer/claude_onboarding_agent 6 Claude Code, Codex, OpenCode 8 2,841 tok
GabrielPower1969/InterviewPreparationSkill 6 Codex, OpenCode 1 171 tok
manager/wolfs-basement 6 Claude Code, Codex, OpenCode 2 6,977 tok
pwl1987/ai_story Automated generation tools for AI videos, AI anime, AI short dramas, and AI comics. 6 Claude Code, Codex, Gemini CLI, OpenCode 3 7,694 tok
panghy/whatsapp-mcp-server WhatsApp MCP Server - Electron app exposing WhatsApp messaging via Model Context Protocol 6 Codex, OpenCode 1 1,739 tok
lucasvidela94/pi-google-services pi-google-services.vercel.app Google Calendar, Gmail, Tasks, Drive & Contacts MCP server for Pi. 26 tools, single binary 6 Codex, OpenCode 1 321 tok
microsoft/agentic-journeys Plan → Prototype → Reality: Agentic journeys to help you build and deploy applications to 6 Claude Code, Codex, OpenCode 12 3,225 tok
ttttmr/pi-tmux-task A minimal tmux-based task manager for agents, with skills and notifications only. 6 Codex, OpenCode 1 3,280 tok
ursuscamp/agent-skills 6 Codex, OpenCode 1 149 tok
XinpengLu/Agent-skills-papers-pro 6 Codex, OpenCode 1 2,017 tok
AryanMotiani/SkilledAgent A plug-in workspace of various development skills that turns AI coding agents into structu 6 Claude Code, Codex 44 —
FriendsHL/skillforge Open-source production-grade Java Agent Harness: Agent Loop, Tool/Skill/MCP, context and M 6 Claude Code, Codex, OpenCode 21 3,934 tok
FlapPearLabs/zhihu-grabber-toolkit Zhihu answer scraper (AGPL) + large-corpus routing and orchestration Skill (MIT). Agent to 6 Codex, OpenCode 1 8,881 tok
stevekinney/temporal-mcp 6 Claude Code, Codex, OpenCode 2 2,718 tok
EZotoff/ez-omo-config Production-ready OpenCode + Oh-My-OpenCode configuration pack. 7 AI providers, 12 speciali 6 Codex, OpenCode 1 7,983 tok
jtsternberg/claude-plugins jtsternberg.github.io Skills, hooks, and automation plugins for Claude Code and Codex 6 Claude Code, Codex, OpenCode 2 5,688 tok
cloud-Xolt/local-repo-mcp Secure local Git repository access for ChatGPT and MCP clients. Read, search, diff, patch, 6 Codex, OpenCode 1 734 tok
drshailesh88/integrated_content_OS 6 Claude Code, Codex, Gemini CLI, OpenCode 3 15,524 tok
windaddict/switchboard-streamdeck movingavg.com A macOS Stream Deck plugin for fast context-switching — live Claude Code keys, Safari tabs 6 Claude Code, Codex, OpenCode 2 10,457 tok
hy20191108/semantic-scholar-mcp 6 Claude Code, Codex, OpenCode 2 630 tok
suanova/cubepilot Kubernetes-native AI assistant platform with per-user OpenClaw agents, persistent sessions 6 Claude Code, Codex, OpenCode 2 1,001 tok
donghae0414/codex-gemini-mcp codex-gemini-mcp 6 Codex, OpenCode 1 1,226 tok
quavedev/montiapm-mcp 6 Claude Code, Codex, OpenCode 2 1,857 tok
cyanheads/protein-mcp-server npmjs.com Federated protein structure & annotation across experimental (PDB) and predicted (AlphaFol 6 Claude Code, Codex, OpenCode 2 19,026 tok
tchivs/aktools-pro 🚀 AkTools Pro: An enhanced financial MCP server. Supports A-shares, U.S. and Hong Kong st 6 Codex, Cursor, OpenCode 2 1,933 tok
sandraschi/notepadpp-mcp MCP Server for Notepad++ automation with comprehensive file operations, plugin management, 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 8 1,026 tok
TN0123/one-shot-ui npmjs.com Deterministic screenshot diffing for AI coding agents. Extract design tokens, diff impleme 6 Codex, OpenCode 1 2,425 tok
sandbanks/agentic_ssh sandbanks.tech Stop your AI agent from nosing around your SSH connections without permission 6 Codex, OpenCode 1 1,738 tok
assaf/expense expense.labnotes.org Forward a receipt to your inbox and it's filed automatically. 6 Claude Code, Codex, OpenCode 11 8,201 tok