How real projects configure their agents

31,977 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
curie-eng/curie Open-source, self-hostable delivery platform for Claude Code style agents. Connect Slack t 35 Claude Code, Codex, OpenCode 2 13,147 tok
Sagargupta16/claude-cost-optimizer sagargupta.online Save 30-60% on Claude Code costs -- proven strategies, real benchmarks, copy-paste configs 35 Claude Code 4 766 tok
fltman/loop-engineer Claude Code skill + subagent for setting up guardrailed agentic loops (loop engineering): 35 Claude Code 6
shipshitdev/skills shipshit.dev Claude, Cursor, Codex skills and commands 35 Claude Code, Codex, OpenCode 4 371 tok
kumaran-is/claude-code-onboarding 🤖 Team onboarding kit for Claude Code AI coding assistant. Pre-configured with agents, sk 35 Claude Code 7
liangdabiao/claudesdk-skill skillhub.cn An experimental project exploring the capabilities of the Claude Agent SDK. Through a Skil 35 Claude Code 8
803/skills-supply Manage AI agent skills across Claude Code, Codex, OpenCode, and others using agents.toml 35 Claude Code, Codex, OpenCode 3 2,409 tok
Webioinfo01/aweskill A CLI-first skill package manager that AI agents can operate themselves. 35 Claude Code, Codex, OpenCode 2 314 tok
pumblus/okf-harness okf-harness.dev Agent-first local harness for OKF-compatible LLM Wikis. 35 Claude Code, Codex, OpenCode 2 382 tok
specstoryai/agent-skills specstory.com SpecStory's official collection of agent skills. Summarize, organize and create with `.spe 35 Claude Code, Codex, OpenCode 2 1,417 tok
nirholas/defi-agents sperax.click DeFi agent definitions JSON API + MCP - Production-ready agents for Web3, crypto trading, 35 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 708 tok
aliyun/alibabacloud-hologres-mcp-server 35 Claude Code 1 1,548 tok
backstabslash/goccc Fast, zero-dependency cost calculator and customizable statusline for Claude Code. Breakdo 35 Claude Code 1 1,189 tok
dj931567261/app-test-control Control apps with AI for automated testing and bug fixing/reproduction 35 Claude Code 4
jlevy/speculate Extensive doc library and project structure for spec-driven agent coding 35 Claude Code 4
PsychQuant/che-ical-mcp macOS Calendar & Reminders MCP server (29 tools) — native Swift EventKit for Claude Deskto 35 Claude Code, Codex, OpenCode 11 4,015 tok
saeed-vayghan/gemini-agent-skills A comprehensive collection of expert AI Agent Skills for Google Gemini, featuring a powerf 35 Claude Code, Gemini CLI 130
epicsagas/Velith epicsagas.github.io AI-native publishing system — build books like software. 6-phase pipeline from blank page 35 Claude Code, Codex, OpenCode 2 2,720 tok
mikechao/metmuseum-mcp Met Museum MCP integration to discover the art collection at The Metropolitan Museum of Ar 35 Claude Code, Codex, OpenCode 2 1,493 tok
web3dev1337/agent-workspace agent-workspace.ai All your projects in one workspace. Run multiple CLI agents in parallel across different r 35 Claude Code, Codex, OpenCode 6 13,846 tok
JianhuiWei7/VideoWeaver VideoWeaver: Evaluating and Evolving Skills for Agentic Long Video Generation 35 Claude Code 1
jlokos/raybridge MCP server that bridges Raycast extensions to any MCP-compatible client 35 Claude Code 1 285 tok
HIDORAKAI002/ai-workspace-archive A massive, self-updating local archive of AI tools — 11,000+ agent skills, 240+ MCP server 35 Claude Code, GitHub Copilot 2 2,797 tok
airas-org/airas airas-org.github.io AIRAS - an open-source project for research automation 35 Claude Code, GitHub Copilot 2 137 tok
elgorro/aiquila Connect Claude AI to your Nextcloud via the Model Context Protocol. Browse, search, and ma 35 Claude Code 1 4,279 tok
Macawls/umami-mcp-server umami-mcp.macawls.dev A lean MCP Server for Umami analytics 35 Claude Code 1 4 tok
sandsaber/Grimoire Local-first AI agents for your Obsidian vault. 35 Claude Code, Codex, OpenCode 2 6,224 tok
vivy-yi/Greater-China-Legal Greater China Legal Agent Skills — A legal agent Skill system for Greater China, adapted f 35 Claude Code, Codex, OpenCode 2 3,243 tok
lool-ventures/founder-skills founderskills.lool.vc AI agent skills for high-velocity startup founders 35 Claude Code 1 39,916 tok
rsalmn/ExtremeRouter Enchant Version of 9Router. 304+ Providers (API-key, OAuth, free-tier, and 39 web-cookie p 35 Claude Code, Codex, OpenCode 5 772 tok
neondatabase/postgres-skills 35 Claude Code, Codex, OpenCode 2 1,105 tok
CasualOffice/sheets sheet.casualoffice.org Open-source self-hosted web spreadsheet with .xlsx round-trip and real-time co-editing — a 35 Claude Code 1 2,694 tok
InsForge/insforge-mcp 35 Claude Code 1 1,204 tok
tweakoz/orkid Orkid Media Engine (C++/Lua/Python3/Linux/MacOs/OpenXR/Vulkan) 35 Claude Code 54 71 tok
indexedlabs/pydantic-ai-gepa GEPA extension for pydantic-ai 35 Claude Code, Codex, OpenCode 12 636 tok
MichelKerkmeester/skilled-agent-harness_spec-driven-loops AI-assisted coding setup that helps you spend less time re-explaining context, and more ti 35 Claude Code, Codex, OpenCode 10 10,652 tok
Apra-Labs/ApraPipes A pipeline framework for developing video and image processing application. Supports multi 35 Claude Code 11 1,556 tok
tatargabor/set-core Autonomous multi-change orchestration for Claude Code — spec in, merged features out. Sent 35 Claude Code 63 8,495 tok
xcota/pos Give Claude Code a persistent memory — it remembers you, your projects, and your decisions 34 Claude Code, Codex, OpenCode 21 1,615 tok
inercia/mitto Control you AI coding agents on the go (from Mac, Web, Mobile Phone, etc) 34 Claude Code, Codex, OpenCode 7 7,614 tok
TT-Wang/forge Turn Claude Code into a plan-execute-validate loop with parallel work, intelligent retry, 34 Claude Code 1 434 tok
intelligentcode-ai/claude-code-vm vanillacore.net Deploy Claude Code and additional tools to a VM for remote development 34 Claude Code 1 2,379 tok
alexandephilia/clov-ai Context Limiter & Output Vetter for context bloat. It is a highly specialized, structure-a 34 Claude Code 1 6,171 tok
aleksander-dytko/ai-pm-workspace productpeak.substack.com A Claude Code workspace template for PMs, designers, and analysts. Clone, personalize in 3 34 Claude Code 3 3,474 tok
aligundogdu/symfony-hexagonal-skill Claude Code plugin that enforces hexagonal architecture (ports & adapters) in Symfony proj 34 Claude Code 1 1,269 tok
Thunder-Compute/thunder-cli Official CLI of Thunder Compute 34 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,086 tok
advanced-security/codeql-development-mcp-server LLM <-- MCP --> CodeQL( AST | CFG | CLI | LSP ) 34 Claude Code, Codex, GitHub Copilot 22 7,391 tok
akiojin/unity-mcp-server [DEPRECATED] Unity MCP server — successor: akiojin/unity-cli 34 Claude Code, Codex, OpenCode 18 14,401 tok
richardwooding/feed-mcp MCP Server for RSS, Atom, and JSON Feeds 34 Claude Code, GitHub Copilot 4 2,099 tok
chongdashu/threejs-forest-census forestcensus.aioriented.dev A vibe coded 3D game inspired by the Mario Party mini game. Made with Codex CLI and Agent 34 Claude Code 1