How real projects configure their agents

32,523 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
eamanc-lab/fortune-telling-skills 🔮 Zodiac horoscope generator — Claude Code Skill for daily, weekly, and monthly horoscope 27 Claude Code 1 299 tok
jxpeng98/qiongli rsk.jxpeng.dev Academic Research Skills: Plan the work, search the literature, draft and review manuscrip 27 Claude Code, Codex, OpenCode 2 3,819 tok
RajX-dev/N3MO n3mo.shop A high-performance code intelligence engine that transforms repositories into queryable sy 27 Claude Code, Codex 1 —
MarimerLLC/mcp-aggregator MCP aggregator gateway — lazy tool discovery, dual MCP+REST interfaces, dynamic server reg 27 Claude Code 1 3,970 tok
use-brian/use-brian usebrian.ai Brain, agent, workflows, and docs. Local framework to automate your work. 27 Claude Code 1 —
cablehead/gpt2099.nu cablehead.github.io a Nushell cross.stream extension to interact with LLMs and MCP servers 27 Claude Code 2 215 tok
EnriqueLop/quartier Turn any AI into a web design business. Find local businesses, redesign their websites, ge 27 Claude Code 2 804 tok
filippovarini/community-fish-detector-dataset 27 Claude Code 2 1,390 tok
codenamev/claude_memory Long-term, self-managed memory for Claude Code using hooks, MCP tools, and SQLite 27 Claude Code 10 6,684 tok
ikeisuke/ai-dlc-starter-kit AI-DLC starter kit 27 Claude Code, Codex, OpenCode 4 3,435 tok
Second-Order-Systems/Dystil 2os.ai 27 Claude Code, Codex, OpenCode 2 2,074 tok
matthewdcage/llm-swarm-router Run the LLM Swarm Router on machines to distribute Local Ai to the Swarm - More Machines - 27 Claude Code, Codex, OpenCode 12 11,481 tok
strelov1/diffray diffray.ai AI-powered code review CLI for git changes 27 Claude Code 1 6,136 tok
zvadaadam/deus-machine deusmachine.ai Your machine for building software 27 Claude Code, Codex, OpenCode 2 4,146 tok
qzc438/ontology-llm Agent-OM: Leveraging LLM Agents for Ontology Matching 27 Claude Code 1 522 tok
flutter/dart-intellij-third-party 27 Claude Code, Codex 10 —
DanMcInerney/mma-ai 27 Claude Code, Codex, OpenCode 2 5,337 tok
MatthewGreenberg/skate-dog skate-dog.vercel.app 27 Claude Code 1 11,966 tok
OpenMasjid-Solutions/OpenMasjidOS openmasjidsolutions.org Free, open-source operating layer for masjids. Self-hosted, one-line install, beautiful ap 27 Claude Code 1 —
murillous/LumaBot Bot de WhatsApp com a Luma, assistente com personalidade: IA multimodelo (Gemini, OpenAI, 27 Claude Code 1 446 tok
longcw/home-assistant-mcp-agent LiveKit Agent integrated with MCP server of Home Assistant 27 Claude Code 1 208 tok
spencermarx/orc A lightweight orchestration framework that piggybacks your local Agentic CLI setup. Intent 27 Claude Code, Codex, OpenCode 29 4,187 tok
shiyubao78/token-sprite 🌱 Burning tokens, growing neurons. Use your real Claude Code / Codex usage to raise a des 27 Claude Code, Codex, OpenCode 2 2,560 tok
Dkm0315/frappe-agent hol.org Frappe, ERPNext, and Frappe ecosystem agent plugin for Codex, Claude Code, Cursor, Copilot 27 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,181 tok
jayvee/aigon aigon.build Aigon is a local, open-source, spec-first software-delivery orchestrator for coding agents 27 Claude Code, Codex, Gemini CLI, OpenCode 6 3,886 tok
silent-rs/silent-Tiangong A desktop personal AI intelligent terminal built with Rust + Tauri, featuring an embedded 27 Claude Code 1 1,900 tok
huifer/claude-code-interview 27 Claude Code 23 379 tok
RobithYusuf/mcp-stealth-chrome Stealth Chrome MCP server - 100++ tools for AI agents. One-liner Cloudflare Turnstile bypa 27 Claude Code, Codex, OpenCode 2 9,451 tok
cscoderr/simpod Stream and control an iOS Simulator from your browser, terminal, or AI coding agent. 27 Claude Code 1 1,119 tok
awslabs/llm-evaluation-system Agentic AI-guided evaluation system for comparing LLMs with multi-judge jury scoring 27 Claude Code, Codex, OpenCode 5 7,551 tok
pubky/pubky-app pubky.app 27 Claude Code, Codex, OpenCode 6 3,452 tok
trinadhthatakula/Loki Android App logger 27 Claude Code, Codex, OpenCode 2 4,354 tok
fiberplane/mcp-gateway Gateway for inspecting and auditing your MCP servers 27 Claude Code, Codex, OpenCode 2 5,849 tok
jmpnop/imhexMCP Model Context Protocol server for ImHex hex editor 27 Claude Code 1 3,424 tok
Yeq6X/mazelingo mazelingo-web.pages.dev Sentence-level bilingual mix translator — Chrome extension (MV3). Read the web with your t 27 Claude Code 1 863 tok
vstorm-co/content-skills vstorm.co Content studio skill pack for coding agents — blog, social, slides, video, infographics — 27 Claude Code 1 780 tok
squerne/open-career-skills jobmentis.com Eight Claude Code skills for the job hunt that refuse to invent facts about you: CV optimi 27 Claude Code 1 1,014 tok
hamr0/liteagents Comprehensive AI liteagents kit (subagents, skills/commands) for Claude Code, Opencode, Am 27 Claude Code 1 604 tok
ZealynxSecurity/krait krait.zealynx.io AI-assisted Solidity auditing. Recorded v8 sample: 10 matches, 0 false positives, 15.2% re 27 Claude Code 10 3,776 tok
MahammadNuriyev62/claude-code-katex marketplace.visualstudio.com VSCode extension that adds LaTeX math rendering to Claude Code using KaTeX 27 Claude Code, Codex, OpenCode 2 5,201 tok
kh0pper/crow maestro.press Modular, agentic framework and MCP platform you self-host. Build and run your own AI agent 27 Claude Code 1 3,483 tok
thecompez/ai-for-modern-cpp A template repository for guiding AI coding agents to write safe, modern C++20/23/26 code 27 Claude Code, Codex, OpenCode 2 15,230 tok
claude-market/marketplace Open source, hand-curated marketplace for Claude Code tools, agents and skills. 27 Claude Code 1 1,355 tok
tobyilee/course-builder AI multi-agent harness that plans, designs, and produces online courses (slides + notes + 27 Claude Code 21 1,272 tok
jdm4pku/RE-Skills Requirements Engineering Skills for Claude Code, Cowork, Codex, and AI agents. 27 Claude Code, Codex, OpenCode 3 2,759 tok
hoangsonww/Forge-Agentic-Coding-CLI hoangsonww.github.io 🦄 Forge - a local-first, multi-agent software-engineering runtime that runs Claude Code / 27 Claude Code, Codex, OpenCode 29 4,020 tok
hhtttttiger/AgentLabKit AgentLabKit — a full-stack enterprise solution for multi-agent systems, deterministic work 27 Claude Code, Codex, OpenCode 2 865 tok
oceanjustinlin/qimen qimendao.com AI-based Qimen Dunjia online chart generation, situation analysis, conclusion analysis, an 27 Claude Code, Codex, OpenCode 9 76 tok
uetzel/AutoADHD 27 Claude Code, Codex, OpenCode 4 5,454 tok
tasteray/skills api.tasteray.com TasteRay skills for psychological profiling through natural conversation 27 Claude Code 1 1,259 tok