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
diyiwuyan/onebench Open-source, local-first personal workbench for everyday users. 19 Codex, OpenCode 1 723 tok
CanglongCl/dsh-web-review A web preview and element annotation plugin for the DeepSeek Harness Web GUI, enabling AI 19 Claude Code, Codex, OpenCode 2 10,046 tok
viteinfinite/sync-skills Synchronize agent skill definitions between .claude and .codex directories 19 Claude Code, Codex, OpenCode 12 277 tok
pablostanley/efecto-plugin efecto.app AI design skills + 46 MCP tools for Claude Code, Cursor, Windsurf, Copilot, and any AI age 19 Codex, OpenCode 1 606 tok
ma2za/google-news-api pypi.org Google News API Python client for Google News RSS search, top stories, async clients, URL 19 Claude Code, Codex, OpenCode 3 763 tok
zapier/agent-skills skills.sh Agent skills for working with Zapier, maintained by Zapier teams. Indexed by skills.sh. 19 Claude Code, Codex, OpenCode 2 1,628 tok
MarioZZJ/cc-notify-hooks mariozzj.github.io Agent response-waiting notification plugin (supports Claude Code, CodeX, DeepSeek Harness, 19 Claude Code, Codex, OpenCode 2 2,577 tok
Open-Harness/open-harness open-harness.github.io 19 Claude Code, Codex, OpenCode 5 6,022 tok
Corporationakht/LocalCodeCli A powerful local proxy for Claude Code CLI and Codex CLI supporting NVIDIA NIM, Google,Gem 19 Claude Code, Codex, OpenCode 2 3,287 tok
drasticstatic/tradingview-mcp-jackson TradingView Desktop MCP — Fortuna trading system working copy. Upstream: LewisWJackson/tra 19 Claude Code, Codex, OpenCode 2 4,393 tok
Fabric-Pro/fizzy-mcp fizzy.fabric.pro Model Context Protocol Server for Fizzy 19 Claude Code, Codex, OpenCode 2 1,704 tok
sunnyday-technologies/CADCLAW The testing framework CAD never had — automated validation, interference detection, and st 19 Codex, OpenCode 1 1,753 tok
donnfelker/loop-skills Autonomous, self-re-prompting agent loops for Claude Code — packaged as independently-inst 19 Claude Code, Codex, OpenCode 2 1,262 tok
synthesisengineering/synthesis-skills Synthesis Skills — reusable AI agent skills built on the Agent Skills open standard. Insta 19 Claude Code, Codex, OpenCode 2 1,326 tok
epicsagas/epic-harness epicsagas.github.io Multi-tool AI agent harness — 22 skills, self-evolving engine, unified memory, autonomous 19 Claude Code, Codex, OpenCode 3 4,767 tok
ZenMux/skills ZenMux Skills Repo 19 Claude Code, Codex, OpenCode 2 1,286 tok
aliasunder/vault-cortex npmjs.com Standalone MCP server for Obsidian vaults — hybrid search, structured memory, task managem 19 Claude Code, Codex, OpenCode 5 20,624 tok
rlrghb/olkcli Outlook in your terminal 19 Claude Code, Codex, OpenCode 2 6,203 tok
nikships/skills-registry skills-registry.dev Your personal GitHub registry for AI Agent Skills. One repo. EVERY agent. EVERY device. Lo 19 Claude Code, Codex, OpenCode 2 659 tok
XZXZZX-Ai/bilibili-mcp Bilibili MCP tool A Bilibili MCP server 19 Claude Code, Codex, OpenCode 14 1,197 tok
MackDing/andrej-karpathy-skills-zh Claude Code / Codex / Cursor AI coding rules: Chinese version of the Karpathy coding guide 19 Claude Code, Codex, OpenCode 2 1,469 tok
nikandr-surkov/ai-saas-starter ai-saas-starter-six.vercel.app AI SaaS boilerplate for Next.js 16 — Better Auth, Stripe subscriptions, credits system, AI 19 Claude Code, Codex, GitHub Copilot, OpenCode 6 1,999 tok
lj22503/awesome-finai-tools-zn A comprehensive overview of Chinese financial AI tools: Market Data MCP, quantitative fram 19 Codex, OpenCode 1 139 tok
agentmail-to/agentmail-plugins 19 Codex, OpenCode 1 503 tok
ever-works/directory-web-template ever.works Open-Source Directory Website NextJs Boilerplate (part of Ever® Works™ Platform) - https:/ 19 Claude Code, Codex, GitHub Copilot, OpenCode 3 17,352 tok
shikokuchuo/secretbase shikokuchuo.net secretbase - Cryptographic Hash Functions and Data Encoding 19 Codex, OpenCode 1 951 tok
volcengine/volcengine-skills 19 Claude Code, Codex, Gemini CLI, OpenCode 3 1,793 tok
spotify/ads-agentic-tools A Claude Code plugin that lets you manage Spotify advertising campaigns through natural la 18 Claude Code, Codex, OpenCode 2 4,819 tok
yuanqiyibiansheng/DeepSeek-Harness-GUI DeepSeek-Harness-GUI 18 Claude Code, Codex, OpenCode 13 7,118 tok
eddmann/my-own-coding-agent Educational Python coding agent with provider-agnostic LLM support, skills system, and ext 18 Claude Code, Codex, OpenCode 2 47 tok
sam-agents/sam SAM - Autonomous TDD agent system for Claude Code, Cursor, Gemini CLI, GitHub Copilot, and 18 Claude Code, Codex, OpenCode 10 2,782 tok
paulnsorensen/easy-cheese cheeselord.dev Cheese your code 🧀 — high-quality results as easy as cheese. A portable, harness-agnostic 18 Codex, GitHub Copilot, OpenCode 5 4,754 tok
speakeasy-api/skills speakeasy.com Agent Skills for SDK generation and OpenAPI tooling with Speakeasy CLI 18 Claude Code, Codex, OpenCode 2 3,754 tok
jfrog/agent-belt Reproducible evaluation for AI coding agents. Multi-turn scenarios against Claude Code, Co 18 Codex, OpenCode 1 2,594 tok
walkindude/gosymdb A Go symbol and call-graph database backed by SQLite. Query symbols, callers, callees, bla 18 Claude Code, Codex, OpenCode 4 2,267 tok
joelazar/kagi-skills Skills for using Kagi APIs 18 Codex, OpenCode 1 209 tok
kinoward/dayu-harness-skill Turn one-off AI collaboration prompts into long-running repository governance. · “把一次性的 AI 18 Codex, OpenCode 1 4,589 tok
aiproxer/aiproxer Connect any LLM-powered client app, such as a coding agent, to any supported inference bac 18 Codex, Kiro, OpenCode 5 6,638 tok
DocRoms/Kronn Self-hosted control plane for AI coding agents (Claude Code, Codex, Gemini, Ollama). Shar 18 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Windsurf 7 1,616 tok
liqiongyu/agentpack crates.io A declarative, safe control plane for deploying coding-agent assets across tools. 18 Codex, OpenCode 2 1,011 tok
atomantic/UEMCP Python Unreal Engine Plugin and Node.js MCP Server 18 Claude Code, Codex, OpenCode 6 1,656 tok
safe-agentic-world/nomos Test AI tool permissions in CI and require human approval before execution. Open-source CL 18 Claude Code, Codex, OpenCode 2 2,211 tok
oneworks-ai/app oneworks.cloud One Works application monorepo for AI agents, plugins, desktop, web, CLI, and Relay. 18 Codex, OpenCode 1 6,793 tok
pluginslab/wp-agentic-kit pluginslab.com Starter kit for agentic WordPress development. CLAUDE.md/AGENTS.md templates, the wordpres 18 Claude Code, Codex, OpenCode 8 3,997 tok
Neeeophytee/ai-cost-cutter-skills flowstacks.xyz 10 skills that cut your AI bill with proof instead of vibes. MIT, works in Claude Code, Co 18 Claude Code, Codex, OpenCode 2 1,328 tok
YangsonHung/awesome-agent-skills A collection of AI Agent Skills that provide professional domain capabilities for intellig 18 Claude Code, Codex, OpenCode 2 1,651 tok
trabian/fluxwing-skills fluxwing.com Claude skills for generating ASCII components and screens for humans to review, and AI to 18 Claude Code, Codex, OpenCode 2 5,484 tok
heurema/signum skill7.dev Risk-adaptive development pipeline with adversarial consensus code review 18 Codex, GitHub Copilot, OpenCode 2 1,731 tok
O0000-code/CC-Workshop A macOS desktop app for managing Claude Code configurations — Skills, MCP Servers, and CLA 18 Claude Code, Codex, OpenCode 5 4,012 tok
powersync-ja/agent-skills powersync.com Official agent skills for PowerSync 18 Claude Code, Codex, OpenCode 2 472 tok