How real projects configure their agents

43,608 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
ivanarama/onebase onebase.ivantitov.tech An open business platform with a familiar DSL for accounting tasks, written in Go — open b 97 Claude Code, Codex, OpenCode 9 9,591 tok
mstan/nesrecomp discord.gg NES game static recompiler ecosystem · Part of the R.A.I.D. community 97 Claude Code, Codex, OpenCode 2 2,798 tok
LamoomAI/lamoom-python flow-prompt.com Open source library for production prompt engineering and load balancing of AI Models 97 Claude Code 1 307 tok
WebMCP-org/npm-packages NPM packages for MCP-B: Transport layers, React hooks, and browser tools for the Model Con 97 Claude Code, Codex, OpenCode 5 2,843 tok
GoogleCloudPlatform/cxas-scrapi A powerful Python API, CLI, and set of Agent Skills for CX Agent Studio to automate, evalu 96 Claude Code, Codex, Gemini CLI, OpenCode 6 1,069 tok
csark0812/expo-targets Expo config plugin for Apple targets and Android app extensions 96 Codex, OpenCode 1 670 tok
sohaha/studyzy-OpenSpec-cn 96 Codex, OpenCode 1 143 tok
trailofbits/slither-mcp MCP server for Slither static analysis of Solidity smart contracts 96 Claude Code 1 4,009 tok
per-simmons/damon-ade ADE — an agentic development environment for macOS. A roster of persistent coding agents, 96 Claude Code, Codex, GitHub Copilot, OpenCode 12 1,956 tok
byaan-ai/byaan byaan.ai Open-Source data analyst your team actually owns. Ask in Slack, on Mac, or via MCP. Byaan 96 Claude Code, Codex, OpenCode 5 2,264 tok
attilaszasz/sdd-pilot sdd-pilot.szaszattila.com Replace chaotic AI code generation with a disciplined, spec-driven workflow. SDD Pilot enf 96 Claude Code, Codex, GitHub Copilot, OpenCode 8 3,453 tok
guess/claude_code code.claude.com Claude Agent SDK for Elixir – Build AI agents with Claude Code 96 Claude Code 9 3,617 tok
neo4j-contrib/gds-agent Neo4j Graph Data Scientist Agent (MCP Server & Skills) 96 Gemini CLI 1 231 tok
awakenworks/awaken awakenworks.github.io AI agent runtime for Rust — type-safe state, multi-protocol serving, plugin extensibility. 96 Claude Code, Codex, OpenCode 2 1,732 tok
multimindlab/multimind-sdk multimind.dev Your SDK solves all of this. One interface. Unified logic. Local + hosted models. Fine-tun 96 Claude Code 1
wasintoh/toh-framework tohframework.dev Type one sentence, approve once, walk away — Toh Framework installs an AI build department 96 Claude Code 1 3,979 tok
rogasper/labas-bahasa labas.rogasper.com Labas (Latihan Bahasa) merupakan platform latihan bahasa untuk persiapan IELTS, TOEFL, JLP 96 Claude Code, Codex, OpenCode 7 4,862 tok
Kevin7Qi/codex-collab Collaborate with Codex from Claude Code 96 Claude Code, Codex 1 1,062 tok
chekos/Datawrapper datawrapper.readthedocs.io A light-weight wrapper for the Datawrapper API. 96 Codex, OpenCode 1 1,219 tok
Hainrixz/claude-banana tododeia.com AI agent that turns your rough ideas into perfect image generation prompts. 7-component fo 96 Claude Code 2 691 tok
filipebraida/adonisjs-starter-kit Starter kit for AdonisJS projects using a monorepo setup 96 Claude Code, Codex, OpenCode 2 1,727 tok
hybroai/a2a-adapter pypi.org Open Source A2A Protocol Adapter SDK for Different Agent Frameworks and Harnesses 96 Claude Code 1
Happenmass/omux Orchestrate AI coding agents (Claude Code, Codex) as parallel subagents over tmux — a loop 96 Claude Code, Codex, OpenCode 10 6,065 tok
qtzx06/yolodex agent skills for autonomous data labeling, winner at openai codex hackathon 2026 96 Codex, OpenCode 1 823 tok
b1ff/atlassian-dc-mcp MCP servers for the Atlassian products (Bitbucket, Confluence, JIRA) of the Data Center ve 96 Claude Code 1 314 tok
Julian-Ivanov/jarvis-voice-assistant Personal AI assistant with voice control, browser automation, and screen capture. Double-c 96 Claude Code 1 521 tok
ScaleBrick/founder-marketing-skills scalebrick.com Open-source marketing skills for founders. Keyword research, growth strategy, social searc 96 Claude Code, Codex, OpenCode 2 487 tok
fuergaosi233/claude-codex fuergaosi233.github.io Remote-mode adapter that lets the Codex desktop app talk to Claude Code through the native 96 Claude Code, Codex, OpenCode 4 861 tok
octopusreview/octopus octopus-review.ai AI-powered PR review tool — multi-armed code analysis, no bug escapes 🐙 96 Codex, OpenCode 1 1,144 tok
PhiloLabs/agentic-vbench agenticvbench.com AgenticVBench: Can AI Agents Complete Real-World Post-Production Tasks? 96 Claude Code, Codex, OpenCode 2 890 tok
JuanCF/scrcpy-mcp MCP server for Android device control via ADB and scrcpy — gives AI agents vision and cont 96 Codex, OpenCode 2 1,693 tok
tbhb/vale-ai-tells In today's rapidly evolving landscape, vale-ai-tells is a comprehensive, cutting-edge Vale 96 Claude Code, Codex, OpenCode 35 2,442 tok
CALLE-AI/awesome-phone-call-agents Portable phone-call Agent Skills, apps, examples, adapters, and scheduler recipes for AI a 96 Codex, OpenCode 1 964 tok
translated/lara-mcp 96 Claude Code 1 1,692 tok
plclub/hs-to-rocq hs-to-coq.readthedocs.io Convert Haskell source code to Coq source code. 96 Claude Code 4 6,009 tok
nwiizo/cargo-coupling crates.io A coupling analysis tool for Rust projects - measuring the 'right distance' in your code 96 Claude Code, Codex, OpenCode 23 2,198 tok
Synerise/synerise-design A UI Design Language and React UI library powered by Synerise team https://www.synerise.co 96 Claude Code 11 1,413 tok
InsiderX-Pro/LogicCut 95 Codex, OpenCode 1 986 tok
hypequery/hypequery hypequery.com hypequery - The TypeScript analytics layer for ClickHouse 95 Claude Code, Codex, OpenCode 5 1,263 tok
conorluddy/xc-mcp deepwiki.com XCode CLI MCP: Convenience wrapper for Xcode CLI tools & iOS Simulator. Progressive disclo 95 Claude Code 1 1,829 tok
Jxck/dotfiles dotfiles 95 Claude Code, Codex, OpenCode 20 4 tok
mgood/tuisage A terminal UI for running mise tasks or other commands supporting the --usage spec. 95 Codex, OpenCode 1 1,405 tok
leondgarse/Atom_notebook Personal atom notebook 95 Codex, OpenCode 1 2,151 tok
shellus/cc-models 95 Claude Code 1 530 tok
jcesarperez/claude-em 95 Claude Code 16 1,091 tok
GoatWang/CCStockWorkEnv 95 Claude Code 18 4,392 tok
Robdel12/OrbitDock orbitdock.dev Run, review, and orchestrate AI coding agents from anywhere 95 Claude Code, Codex, OpenCode 7 1,053 tok
Steward-Fi/steward steward.fi Agent wallet infrastructure — encrypted keys, policy enforcement, credential proxy, auth p 95 Claude Code, Codex, OpenCode 2 447 tok
josipjelic/orchestrated-project-template A Claude Code project template with pre-configured specialist agents, living documentation 95 Claude Code 6 3,153 tok
joelreymont/pz Minimal pi coding-agent re-implementation in Zig 95 Claude Code, Codex, OpenCode 6 1,186 tok