How real projects configure their agents

43,549 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,297Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,117 Codex23,281 OpenCode22,054 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
onllm-dev/onWatch onwatch.onllm.dev Track AI API quotas across Synthetic, Z.ai, Anthropic (Claude Code), Codex, GitHub Copilot 736 Claude Code, Codex, OpenCode 2 1,291 tok
FalconChristmas/fpp falconchristmas.com Falcon Player 736 Claude Code, GitHub Copilot 3 3,000 tok
joelhooks/swarm-tools swarmtools.ai 🐝 Multi-agent swarm coordination for OpenCode with learning capabilities, agent issue tra 735 Claude Code, Codex, OpenCode 7 11,102 tok
yunus-0x/meridian 735 Claude Code 13 10,498 tok
chujianyun/skills WuMing's Claude Skills 733 Claude Code, Codex, OpenCode 2 1,356 tok
ZeroLeaks/zeroleaks zeroleaks.ai AI Security Scanner - Test your AI systems for prompt injection and extraction vulnerabili 733 Codex, OpenCode 1 2,649 tok
jbarbier/CLAUDE.md One CLAUDE.md to make your coding agent ship like a senior engineer. Drop-in for Claude Co 732 Claude Code, Codex, OpenCode 2 9,387 tok
Chen-zexi/open-ptc-agent An open source implementation of code execution with MCP (Programatic Tool Calling) 731 Claude Code 1
tech-systems/panes panejs.com 🎉📱 Create dynamic modals, cards, panes for your applications in few steps. Any framework 731 Claude Code 1 707 tok
DenisSergeevitch/repo-task-proof-loop Spec driven skill with subagents spawning 731 Claude Code, Codex, OpenCode 2 846 tok
mrslimslim/gpt-image-canvas Local professional AI canvas built with tldraw. 730 Codex, OpenCode 1 710 tok
citypaul/.dotfiles My dotfiles 730 Claude Code 1
memex-lab/memex memexlab.ai Open-source, local-first AI journal app for iOS and Android. Capture text, photos, and voi 730 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,568 tok
dmmulroy/cloudflare-skill 729 Codex, OpenCode 1 637 tok
bruin-data/dac getbruin.com DaC is a dashboard-as-code tool. Build interactive dashboards using YAML and JSX. Built-in 729 Claude Code, Codex, OpenCode 4 939 tok
Kymo-MCP/mcpcan mcpcan.com MCPCAN is a centralized management platform for MCP services. It deploys each MCP service 727 Cursor 1 239 tok
starwind-ui/starwind-ui starwind.dev 55 framework-portable UI components for Astro, React, and Vue. Install accessible Tailwind 727 Codex, OpenCode 1 718 tok
rshankras/claude-code-apple-skills Claude Code skills for Apple platform development (iOS, macOS, iPadOS) — product validatio 727 Claude Code 1 859 tok
dongshuyan/compass-skills COMPASS: Personal Alignment Skills OS for AI Agents 726 Codex, OpenCode 1 913 tok
aeonfun/aeon aeon.fun The most autonomous AI agent framework: runs unattended on GitHub Actions, self-healing sk 726 Claude Code, Codex, OpenCode 3 7,960 tok
TIGER-AI-Lab/ClawBench claw-bench.com Open-source benchmark for browser AI agents on daily tasks. 725 Codex, OpenCode 1 1,789 tok
OtterMind/youclaw youclaw.dev 🦞 Your AI Personal Assistant. An intelligent assistant with memory, skills, and schedule 724 Claude Code, Codex, OpenCode 3 2,410 tok
homanp/infinite-monitor infinitemonitor.com Monitor anything in real time 724 Codex, OpenCode 1 490 tok
agno-agi/scout agno.com Open Source Company Brain 724 Claude Code, Codex, OpenCode 2 3,935 tok
HazelChat/hazel hazel.sh 724 Claude Code, Codex, OpenCode 2 4,885 tok
modoojunko/awesome-novel-agent modoojunko.github.io Let an AI agent become your novel-writing partner. From world-building and character devel 724 Claude Code, Codex, OpenCode 6 2,245 tok
yyjeqhc/webcodex Give cloud AI agents a real development environment on your own machines. 724 Codex, OpenCode 1 1,713 tok
Arcadia-1/virtuoso-bridge-lite virtuoso-bridge.tokenzhang.com Bridge between LLM-Agent and Cadence Virtuoso. A new infrastructure for Agentic Analog and 723 Codex, OpenCode 1 5,094 tok
liveloveapp/hashbrown hashbrown.dev Hashbrown is a framework for building agents that run the browser. Built for Angular and R 723 Codex, GitHub Copilot, OpenCode 4 2,462 tok
devnullvoid/pvetui pvetui.org Terminal UI for Proxmox VE 722 Claude Code, Codex, OpenCode 2 6,126 tok
neo4j-labs/create-context-graph create-context-graph.dev AI agents with graph based reasoning memory, scaffolded in seconds 722 Claude Code 1 12,544 tok
LC044/TrailSnap trailsnap.cn TrailSnap (行影集) | AI-powered open-source photo album for travel and life memories. 722 Claude Code, Codex, OpenCode 2 8,520 tok
agentic-box/memora Give your AI agents persistent, collective memory — with deduplicating absorb, supersessio 721 Claude Code 1 63 tok
Snowflake-Labs/cocoplus cocoplus.dev CocoPlus is an Agentic Operating System for Snowflake Coco. It brings structured, multi-ag 720 Claude Code, Codex, OpenCode 1 2,470 tok
w8123/EnterpriseAgentFramework ReachAI enterprise-grade agent development platform: quickly and securely bring AI to exis 720 Codex, OpenCode 1 2,929 tok
neonwatty/meme-search neonwatty.github.io The open source Meme Search Engine and Finder. Free and built to self-host locally with P 719 Claude Code 1 2,697 tok
nuyoah-ai-works/nuyoah-xiezhen-prompt Nanyuan Portrait Prompt Agent Skill 719 Codex, OpenCode 1 375 tok
ltjed/freephdlabor freephdlabor.github.io freephdlabor: customizing personalized multiagent systems that researchs 24/7 on your own 719 Claude Code 2
andrehuang/research-companion Strategic research thinking agents for Claude Code — idea evaluation, project triage, and 717 Claude Code, Gemini CLI 4
plasma-ai/fractal Hierarchical agent loops with recursive self-organization. 717 Claude Code, Codex, OpenCode 2 6,282 tok
moinulmoin/voicetypr voicetypr.com Voicetypr - AI powered offline voice to text dictation tool for busy founders, vibe coders 717 Claude Code, Codex, OpenCode 2 2,262 tok
Tencent/YOLO-Master tencent.github.io [CVPR2026]🚀🚀🚀Official code for the paper "YOLO-Master: MOE-Accelerated with Specializ 717 Claude Code, Codex, OpenCode 2 2,818 tok
ijry/uview-plus uview-plus.jiangruyi.com Zero Cloud® uview-plus is a uni-app ecosystem framework fully compatible with nvue. Its co 716 Codex, OpenCode 1 173 tok
PostHog/posthog-foss PostHog FOSS is a read-only mirror of PostHog, with all proprietary code removed. NOTE: Th 715 Claude Code, Codex, Cursor, OpenCode 5 9,423 tok
krakenfx/kraken-cli The first AI-native CLI for trading crypto, stocks, forex, and derivatives. 715 Claude Code, Codex, OpenCode 2 7,728 tok
alfredxw/denova denova-ai.com An AI creative platform for novel writing and AI-generated RPGs, with built-in support for 715 Claude Code, Codex, OpenCode 2 2,768 tok
marckohlbrugge/37signals-skills Unofficial agent skills + reference guide that teach AI coding assistants to write Rails t 714 Claude Code 1 311 tok
whitelonng/dshcode Community desktop companion for DeepSeek Harness — one-click Electron app for macOS and Wi 714 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 24 5,156 tok
ConardLi/rag-skill A Skill dedicated to local knowledge base retrieval 713 Claude Code, Codex 2
omacom/aether omarchy.org Aether, native Omarchy theming made easy. 713 Claude Code 3 2,060 tok