How real projects configure their agents

22,145 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
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
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
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
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
pol-lopez/fastapi-template 22 Claude Code, Codex, OpenCode 5 926 tok
arismoko/buddy.nvim AI-powered MCP server for Neovim - bridge your editor to LLM agents 22 Codex, OpenCode 1 1,277 tok
archmaxai/archmax archmax.ai A semantic layer for your data: archmax describes it, you sharpen it, agents query it. 22 Claude Code, Codex, Cursor, OpenCode 10 1,013 tok
EpisodeYu/HarnessSmith Forge your own agent harness — a config-to-code generator that renders a thin, standalone 22 Claude Code, Codex, OpenCode 2 4,792 tok
prajapatimehul/claude-aws-cost-saver Claude Code plugin that finds AWS cost savings. 163 checks across EC2, RDS, S3, Lambda, an 22 Claude Code, Codex, OpenCode 2 5,798 tok
Genuifx/ccem All Kind of MODEL IN ONE APP. Workspace for Claude Code & Codex — multi-model parallel ses 22 Claude Code, Codex, GitHub Copilot, OpenCode 28 5,172 tok
Poliklot/bitrix-agent-skill Core-first 1C-Bitrix CMS and Bitrix24 skill for Claude Code and Codex. 22 Codex, OpenCode 1 280 tok
amm10090/fanqie-publisher-skill Playwright-powered Fanqie novel publishing skill with guides and thin adapters for OpenCla 22 Claude Code, Codex, OpenCode 2 2,394 tok
AXERA-TECH/Magnetar Pulsar2 Agent, Build a 10‑stage automated pipeline powered by AI Agent. Convert floating‑p 22 Claude Code, Codex, OpenCode 13 4,969 tok
SoftWare-A-G/meet-ai meet-ai.cc Remote control for Claude Code, Codex, Pi and Opencode. 22 Claude Code, Codex, OpenCode 2 1,407 tok
Veridise/audithub-mcp Connect AI agents to AuditHub’s blockchain security tools. Launch scans, review findings, 22 Codex, OpenCode 1 176 tok
TrueHOOHA/LLM-Wiki This is my implementation of Karpathy's LLM Wiki. A key highlight is the use of agent skil 22 Codex, OpenCode 1 4,245 tok
ShieldNet-360/secure-vibe SecureVibe — prevention-first security for AI-written code. Signed SKILL.md knowledge that 22 Codex, OpenCode 1 1,449 tok
Leobai03/tc leobai825.icu TC Tian Ce startup problem-solving system: first turns messy narratives into the real prob 22 Codex, OpenCode 1 531 tok
ihabkhaled/ClawAI claw-ai.co Claw is a local-first AI control plane that runs powerful open models on your machine and 22 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 9,893 tok
wzj998/ChatCCC Control DeepSeek Harness / Claude Code / Cursor / Codex / CCC Agent via Feishu (Lark) or W 22 Claude Code, Codex, OpenCode 3 1,662 tok
zhu-kai/whodecided CLI that distills the silent decisions your AI coding agents make into a reviewable ledger 22 Claude Code, Codex, OpenCode 9 1,372 tok
OthmanAdi/openui-forge spruce-prism-8yya.here.now Cross-IDE, multi-stack agent skill for OpenUI (the Open Standard for Generative UI). Adds 22 Codex, OpenCode 1 558 tok
eep-dev/EEP eep.dev An open standard for push-based, verifiable communication between digital entities and age 22 Codex, OpenCode 1 1,215 tok
kajogo777/bento georgebuilds.dev Checkpoint everything git misses in AI agent workspaces. Save, fork, push to any OCI regis 22 Codex, OpenCode 1 4,129 tok
magnusrodseth/sparebank1-cli CLI for the SpareBank 1 personal banking API (accounts, transactions, transfers). BankID l 22 Codex, OpenCode 1 819 tok
WizTheAgent/IronMesh ironmesh.org Local-first, end-to-end encrypted agent-to-agent mesh protocol. Zero-config LAN + LoRa. Ru 22 Codex, OpenCode 1 1,853 tok
meltedinhex/analyst-ai-pack meltedinhex.com An open agent-skills library for malware analysis, reverse engineering, and threat hunting 22 Codex, GitHub Copilot, OpenCode 2 1,536 tok
MLOps-Courses/mlops-coding-skills mlops-coding-course.fmind.dev Agent skills based on the MLOps Coding Course 22 Codex, OpenCode 1 1,092 tok
dmirain/OctoForge Self-hosted multi-tenant agent platform for teams: skills, knowledge, API contracts and MC 22 Claude Code, Codex, OpenCode 4 3,716 tok
0GiS0/miduconf-mcp youtube.com 🚀 Mi demos de la Miduconf 2025 👾 22 Codex, OpenCode 1 837 tok
nantobv/pituitary Catch spec drift before it catches you. Indexes your specs, docs, and decision records, th 22 Claude Code, Codex, Gemini CLI, OpenCode 5 2,571 tok
CRJFisher/ariadne 🧵 Follow the thread through your codebase - find definitions, track references, and build 22 Claude Code, Codex, OpenCode 23 3,320 tok
hecatehq/hecate hecate.sh AI workspace and runtime for projects, chats, providers, memory, approvals, and supervised 22 Claude Code, Codex, GitHub Copilot, OpenCode 8 9,628 tok
0GiS0/biznagafest-mcp MCP Servers en Málaga con salero 22 Codex, OpenCode 1 103 tok
ducnguyen67201/FeatherlaneAI featherlane.ai Real-time guardrail runtime for AI agents. 22 Claude Code, Codex, OpenCode 2 4,375 tok
jeremylongshore/iam-bob-adk-python Intent Agent Model (IAM) — Bob reference runtime on Google ADK. Historical V1. IAM = Inten 22 Claude Code, Codex, OpenCode 7 6,595 tok
thecompez/ai-for-modern-cpp A template repository for guiding AI coding agents to write safe, modern C++20/23/26 code 22 Claude Code, Codex, OpenCode 2 12,491 tok