How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
acolomba/pi-claude-marketplace Access Claude plugin marketplaces from Pi Coding Agent. 23 Claude Code 2 2,270 tok
jyt6640/persona-harness Continuously refine your project’s engineering philosophy — and keep AI coding agents hone 23 Codex, OpenCode 1 768 tok
JuandaGarcia/crd-ui crd-ui.juanda.co 💳 A credit & debit card component. Dependency-free, themeable, localizable. One package f 23 Codex, OpenCode 1 776 tok
caio-moliveira/workshop-agent-harness 23 Claude Code 30 1,118 tok
sean-galloway/RTLDesignSherpa rtldesignsherpa.com This site is hopefully a springboard for others to learn about coding in System Verilog an 23 Claude Code 26 3,737 tok
caomengxuan666/cxxmcp A conformance-tested C++17 SDK for Model Context Protocol servers and clients. 23 Codex, OpenCode 1 2,073 tok
timothywarner-org/az104-cert-buddy techtrainertim.com AI-powered AZ-104 certification study buddy built on GitHub Copilot agents. Generates exam 23 Claude Code, Codex, GitHub Copilot 6 2,266 tok
koltyakov/browser-bridge 🤖 Browser Bridge for Agentic AI Development - browser extension, MCP, and skilled CLI 23 Codex, OpenCode 1 2,959 tok
burin-labs/harn harnlang.com Harn is a programming language and runtime for building AI agents. 23 Claude Code, Codex, OpenCode 13 3,979 tok
Samin12/claude-course 23 Claude Code 1 1,213 tok
thangphan205/tacacs-ng-ui tacacs.9ping.cloud Modern web UI for tac_plus-ng TACACS+: AAA log auditing, trend dashboards, alerting, anoma 23 Claude Code 1 5,052 tok
Lotus0614/ComfyUI-APP-MCP a comfyui plugin to transform APP Mode workflow to MCP 23 Codex, OpenCode 1 635 tok
bloom-directory/bloom bloom.directory Agent-native finance starts with your filesystem. 23 Codex, OpenCode 1 866 tok
sabbirba/preconnect preconnect.app Flutter app for BRAC University students with SSO login and Connect API integration. 23 Claude Code, Codex, OpenCode 3 1,471 tok
cpatrickalves/plane-cli A command-line interface for https://plane.so, an open-source project management tool. The 23 Codex, OpenCode 1 1,512 tok
SAP/astonish sap.github.io Multi-tenant AI agent platform for teams: Studio, CLI, shared memory, reusable flows, gene 23 Claude Code, Codex, OpenCode 2 2,382 tok
flamexnreal/davinci-resolve-ai-bridge-mcp DaVinci Resolve (Free and Studio) MCP server for Claude, Cursor, Codex, and Antigravity. F 23 Codex, OpenCode 1 777 tok
cubexch/ai-fund cube.exchange AI trading desk with 42 hedge fund agents for Claude Code. Trade crypto & stocks like Jame 23 Claude Code 1 6,121 tok
Xsxdot/handoff handoff.gosuper.dev Delegate implementation plans to another AI for execution while you only review — a pure C 23 Claude Code 2
sbroenne/mcp-server-powerpoint powerpointmcpserver.dev Automate real Microsoft PowerPoint with AI via MCP Server or CLI - slides, shapes, tables, 23 Claude Code, Codex, GitHub Copilot, OpenCode 10 7,694 tok
MP-Tool/komodo-mcp-server Model Context Protocol Server for Komodo 🦎 - Enables AI assistants to interact with Docke 23 GitHub Copilot 7 8,917 tok
Soushi888/holochain-agent-skills soushi888.github.io Agent skills for Holochain hApp development on Holochain 0.7. Agent Skills Open Standard: 23 Claude Code, Codex, OpenCode 2 3,586 tok
geekjourneyx/industry-research A professional industry research Skill that turns industry, sector, and company questions 23 Claude Code, Codex, OpenCode 2 2,550 tok
Hereon-InstituteMS/OASiS OASiS — an open-source agentic framework for verified multi-physics, multi-code simulation 23 GitHub Copilot, Cursor 2 1,572 tok
giang6283623/minimal-vibe-coding-kit A lightweight, reusable kit of shared rules, skills, and agent/command prompts for AI-assi 23 Claude Code, Codex, OpenCode 3 2,420 tok
martinholovsky/SOTA-skills probably.group Engineering best practices that AI coding agents actually apply — 40+ skills, from secure 23 Claude Code, Codex, Gemini CLI, OpenCode 3 3,532 tok
j4flmao/agent-skills 23 Claude Code, GitHub Copilot, OpenCode 12 1,197 tok
daften/fireflyiii-mcp daften.github.io Connect any MCP client to Firefly III — 140 tools via stdio (PAT) or HTTP (OAuth 23 Claude Code, Codex, OpenCode 3 10,162 tok
vermont42/iOS-Design-Agent-Skill This is a design-critique skill and plugin that allows coding agents to apply rigorous aes 23 Codex, OpenCode 1 151 tok
BeppeTemp/cartographer beppetemp.github.io MCP governance server in Go for the Agentic Wiki — knowledge that composes, not that you q 23 Claude Code, Codex, OpenCode 4 1,999 tok
wananing/Smart-Health-Assistant An open-source general health AI assistant inspired by Ant Afu, based on LangGraph + FastA 23 Codex, OpenCode 1 671 tok
ultralytics/skills ultralytics.com Agent skills for Ultralytics YOLO, covering models, datasets, training, tuning, inference, 23 Claude Code, Codex, OpenCode 2 1,717 tok
LaohuAD/laohu-ai-visual runninghub.ai $0.047/s or ¥0.3/s seedance2 low price 23 Codex, OpenCode 1 7,529 tok
tokuhirom/mutsu tokuhirom.github.io 23 Claude Code, Codex, OpenCode 14 24,010 tok
KbWen/agent-virtual-office 🏢 Watch your AI coding agents live their office life — Claude Code, Codex & Gemini show u 23 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 62 4,798 tok
olafkfreund/nixos_config My private nixos_config 23 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 72 4,748 tok
SonicGarden/sgcop 23 Claude Code 3 494 tok
SAP-samples/sap-community-activity-badges Display your SAP Community public activity, badges, and Devtoberfest contest progress as g 23 Claude Code, GitHub Copilot 6 4,095 tok
Elnora-AI/elnora-ai-agent-hackathon-starter-kit Run one command, follow the instructions, and get your first AI agents up and running — Cl 22 Claude Code, Codex, OpenCode 3 3,892 tok
motormetrics/motormetrics motormetrics.app Monorepo for SG Cars Trends backend services 22 Claude Code, Codex, OpenCode 57 1,636 tok
gemini-cli-extensions/vertex A Gemini CLI extension provides tools to manage prompts in Vertex AI 22 Gemini CLI 1 5,598 tok
SShadowS/tree-sitter-al Tree-sitter parser for AL 22 Claude Code 5 7,586 tok
itsmostafa/llm-engineering-skills LLM Engineering Claude Skills 22 Claude Code 1 524 tok
sttts/slagent Claude talking to Slack 22 Claude Code, Codex, OpenCode 2 2,183 tok
eznix86/mcp-gateway Too much tools in context. Use a gateway 22 Codex, OpenCode 1 770 tok
ivanlucky22/nAItmare A template that brings order to the chaos of multi-agent development - ensuring every AI t 22 Codex, OpenCode 1 427 tok
0XFF-96/Perth-Agent-Con-Workshop 22 Claude Code, Codex, GitHub Copilot 35 1,739 tok
tarnish233/gitpic GitHub image-hosting CLI tool: upload local or clipboard images, generate Markdown links, 22 Codex, OpenCode 1 4,708 tok
lucasfevi/tbh-companion lucasfevi.github.io Read-only desktop companion for TBH: Task Bar Hero — live XP/gold rates, inventory valuati 22 Claude Code, Codex, OpenCode 5 1,776 tok
pjvds/dotfiles 13 years of configuration history. Currently holding Arch Linux and tooling configuration. 22 GitHub Copilot 1 4,266 tok