How real projects configure their agents

32,107 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708

All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
mongodb/js-bson BSON Parser for node and browser 1,216 Claude Code, Codex, OpenCode 2 1,402 tok
hoangnb24/repository-harness Turn any repo into an agent-ready workspace for Claude Code, Codex, Cursor, and other codi 1,215 Claude Code, Codex, OpenCode 7 393 tok
sunchaokun/PPT-Design-Skill sunchaokun.github.io Precision PPT design skill for OpenCode/Claude Code/Codex, with 40,000+ styles, pixel-perf 1,215 Claude Code, Codex, OpenCode 2 581 tok
daaain/claude-code-log daaain.github.io A Python CLI tool that converts Claude Code transcript JSONL files into readable HTML / Ma 1,214 Claude Code 6 1,376 tok
Arize-ai/openinference arize-ai.github.io OpenTelemetry Instrumentation for AI Observability 1,213 Claude Code, Codex, OpenCode 10 1,067 tok
mem9-ai/mem9 Unlimited memory for OpenClaw 1,210 Claude Code, Codex, OpenCode 2 3,039 tok
newrelic/newrelic-ruby-agent docs.newrelic.com New Relic RPM Ruby Agent 1,209 Claude Code 2
modu-ai/moai-adk adk.mo.ai.kr Agentic development harness for Claude Code — SPEC-driven plan/run/sync, TRUST 5 quality g 1,207 Claude Code, Codex, OpenCode 23 7,996 tok
Deuz-AI/Deuz-SDK deuz-sdk.tech Zero-dependency TypeScript framework for production AI agents: durable execution, long-ter 1,203 Claude Code, Codex, OpenCode 3 6,587 tok
dartsim/dart dart.readthedocs.io Research-focused C++23 physics engine for robotics, animation, and machine learning, with 1,202 Claude Code, Codex, OpenCode 67 2,520 tok
mozilla-ai/any-agent docs.mozilla.ai A single interface to use and evaluate different agent frameworks 1,200 Claude Code, Codex, OpenCode 2 1,479 tok
drhelius/Gearboy x.com Game Boy / Game Boy Color / Super Game Boy emulator, debugger and embedded MCP server for 1,200 Claude Code 1
adamlyttleapps/claude-skill-app-onboarding-questionnaire A Claude Code skill that designs and builds high-converting questionnaire-style app onboa 1,198 Claude Code 1 730 tok
BankrBot/skills skills.bankr.bot Bankr Skills equip builders with plug-and-play tools to build more powerful agents. 1,197 Claude Code 1
omicverse/omicverse omicverse.readthedocs.io A python library for multi omics included bulk, single cell and spatial RNA-seq analysis. 1,195 Claude Code 31
igorkasyanchuk/active_storage_validations igorkasyanchuk.com Do it like => validates :photos, attached: true, content_type: ['image/png', 'image/jpg', 1,191 Claude Code, Codex, Cursor, OpenCode 2 4,710 tok
handsome-rich/Awesome-Auto-Research-Tools A curated collection of automated research tools, covering literature search, paper readin 1,191 Claude Code 1 75 tok
SamuelZ12/longcut longcut.ai The best way to learn from long videos 1,187 Claude Code 1 3,865 tok
Ido-Levi/Hephaestus Semi-Structured Agentic Framework. Workflows build themselves as agents discover what need 1,187 Claude Code, Codex, OpenCode 4 666 tok
nspady/google-calendar-mcp MCP integration for Google Calendar to manage events. 1,187 Claude Code, Codex, OpenCode 8 2,545 tok
alookai/alook alook.ai Rooms for people and agents. 1,183 Claude Code, Codex, OpenCode 2 2,262 tok
NVIDIA-NeMo/Gym docs.nvidia.com Evaluate and improve models and agents using environments 1,183 Claude Code, Codex, OpenCode 9 2,292 tok
huytieu/COG-second-brain Self-evolving second brain with 33 AI skills, 10 agents, and people CRM. Closed-loop harne 1,183 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 16,288 tok
sentient-agi/EvoSkill EvoSkill — An open-source framework that automatically discovers and synthesizes reusable 1,181 Claude Code 2
GetStream/stream-chat-react-native getstream.io 💬 React-Native Chat SDK ➜ Stream Chat. Includes a tutorial on building your own chat app 1,179 Claude Code, Codex, OpenCode 5 6,248 tok
GanyuanRan/Aegis Make AI coding agents architecture-aware: baseline-first, evidence-verified, drift-checked 1,179 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,847 tok
johnpapa/vscode-peacock Subtly change the color of your Visual Studio Code workspace. Ideal when you have multiple 1,176 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,358 tok
highcharts/highcharts-react highcharts.com The official Highcharts React library 1,174 Claude Code 1
sheshbabu/zen sheshbabu.com Selfhosted notes app. Single golang binary, notes stored as markdown within SQLite, full-t 1,174 Claude Code 4 2,685 tok
matthiasn/lotti matthiasn.github.io A private logbook with a staff of personal AI assistants. Agents read what you record and 1,173 Claude Code, Codex, OpenCode 12 4,149 tok
soniqo/speech-swift soniqo.audio AI speech toolkit for Apple Silicon — ASR, TTS, speech-to-speech, VAD, and diarization pow 1,172 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,060 tok
frank890417/taiwan-md taiwan.md 🇹🇼 Let the whole world fully understand Taiwan | An open-source, AI-friendly knowledge b 1,170 Claude Code, Codex 46 5,039 tok
RinDig/Interpretable-Context-Methodology Folder structure as agent architecture. ICM replaces framework-level orchestration with f 1,169 Claude Code 1 439 tok
Chorus-AIDLC/Chorus chorus-ai.dev The Agent Harness for AI-Human Collaboration, inspired by the AI-DLC (AI-Driven Developmen 1,168 Claude Code, Kiro 16 10,672 tok
affaan-m/agentshield cerebralvalley.ai AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, an 1,168 Claude Code, Codex 2 936 tok
sipyourdrink-ltd/bernstein bernstein.run The open‑source AI Agents Governance & Orchestration framework: write the rules declarativ 1,167 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,236 tok
heymrun/heym heym.run Build agentic systems. Run them with confidence. Orchestrate agents, automate business pro 1,164 Claude Code, Codex, Cursor, OpenCode 3 6,097 tok
GaijinEntertainment/daScript daslang.io daslang - high-performance statically strong typed scripting language 1,163 Claude Code 2
proxysoul/Empryo empryo.com Empryo issue tracker + SoulForge (v2). Empryo is the graph-powered AI coding agent that ed 1,161 Claude Code 1 763 tok
davis7dotsh/better-context btca.dev A better way to get up to date context on libraries/technologies in your projects 1,155 Claude Code, Codex, OpenCode 3 452 tok
dermotduffy/advanced-camera-card card.camera A comprehensive camera card for Home Assistant 1,153 Claude Code, Codex, Gemini CLI, OpenCode 4 9 tok
vm0-ai/vm0 okou.ai Okou connects to the tools your team already uses and does the work — across marketing, sa 1,152 Claude Code, Codex, OpenCode 14 1,126 tok
Aaronontheweb/dotnet-skills Claude Code skills and sub-agents for .NET Developers 1,152 Claude Code, Codex, OpenCode 2 1,294 tok
zylos-ai/zylos-core zylos.ai 🐙 Give your AI a life — open-source agent infrastructure for team collaboration. 1,151 Claude Code 1 1,517 tok
alvinunreal/openpets openpets.dev Local first, desktop companion platform with animated pets, plugin SDK and coding-agent in 1,149 Claude Code, Codex, OpenCode 2 2,089 tok
Mibayy/token-savior mibayy.github.io MCP server that gets Claude to 97.9% (188/192) on a real coding benchmark at -80% active t 1,149 Claude Code, Codex, OpenCode 2 3,006 tok
RchGrav/claudebox The Ultimate Claude Code Docker Development Environment - Run Claude AI's coding assistant 1,149 Claude Code 1 5,501 tok
ArcadeData/arcadedb arcadedb.com ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, Mon 1,148 Claude Code 2 3,261 tok
microsoft/skills-for-fabric A collection of skills and MCP systems to enable users of CLI, VSCode, Claude to operate o 1,147 Claude Code, Codex, Cursor, Gemini CLI, OpenCode, Windsurf 5 9,696 tok
ENTERPILOT/GoModel gomodel.enterpilot.io AI gateway / AI control plane / AI proxy written in Go. Unified OpenAI-compatible and Anth 1,147 Claude Code, Codex, OpenCode 2 865 tok