How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
NatLabRockies/openstudio-mcp 58 Claude Code, Codex, GitHub Copilot, OpenCode 21 3,378 tok
wangbinquan/agent-workflow 58 Claude Code, Codex, OpenCode 2 12,295 tok
jordanhubbard/agentos An operating system designed from the core up for agents and agentic security requirements 58 Claude Code, Codex, OpenCode 2 2,670 tok
zinin/sketchup-mcp2 MCP Server for SketchUp 58 Claude Code 1 3,744 tok
INo-xious/stockbit-mcp npmjs.com Model Context Protocol (MCP) server for Stockbit (Indonesian / IDX market) — broker summar 58 Claude Code 1 1,165 tok
PerryLink/dsh-doublecheck npmjs.com Double-check before you ship: grill the requirements, test the implementation, prove the d 58 Codex, OpenCode 1 2,309 tok
tacyan/zaivern-code zaivern.com Zaivern Code — Rust-native AI cockpit editor 58 Claude Code, Codex, OpenCode 2 23,508 tok
joshsymonds/claude-code-ntfy Claude Code bridge to ntfy.sh 58 Claude Code 1 1,537 tok
enwong93-sketch/devspace-ultra DevSpace + elastic ChatGPT Classic multi-agent workers. Local-first MCP workspace and dyna 58 Codex, OpenCode 1 3,606 tok
bob-fornal/work-notes General Work Notes. These are often paper-notes, converted ... I have a lot of paper. 58 GitHub Copilot 1 278 tok
kkrt-labs/cairo-m The Mobile first, Cpu AIR (aka zkVM), using M31 and Stwo's Max power 58 Claude Code 5 1,609 tok
botiverse/hands hands.build The release platform for client apps, full loop: draft-first releases, staged rollouts, sh 58 Codex, OpenCode 1 2,705 tok
pvieito/MachMemoryKit Swift framework to inspect, write and patch processes virtual memory. 58 Claude Code, Codex, OpenCode 2 73 tok
osate/osate2 osate.org Open Source AADL2 Tool Environment 58 Claude Code, Codex, OpenCode 2 3,574 tok
circuit-synth/kicad-sch-api API for manipulating sexpr in KiCAD schematic editor 57 Claude Code 13 6,033 tok
zkbys/whiteboard 57 Claude Code, Codex, OpenCode 2 1,537 tok
iamrichardD/tradingview 57 Claude Code, Gemini CLI 15 6,916 tok
nutdnuy/webull-openapi-thai-lab 57 Claude Code, Codex, OpenCode 2 1,089 tok
AntSeed/antseed antseed.com AntSeed P2P AI Network - An open market for AI inference. No gatekeepers. 57 Claude Code, Codex, OpenCode 5 2,554 tok
JCSnap/claude-code-queue claude code has a rate limit. auto queue instructions when rate limit resets. 57 Claude Code, Codex, OpenCode 2 3,836 tok
defuse/auditician-temp Automated security audits with Claude Code 57 Claude Code 13 —
Benny-Lewis/home-assistant-assistant 57 Claude Code, Codex, OpenCode 3 3,140 tok
notoriouslab/bu-ketao No Politeness — Strip Chinese AI verbosity. A Traditional Chinese LLM output compression r 57 Codex, OpenCode 1 4 tok
agentsea/flashbacker Claude Code state management with session continuity and AI personas, subagents and agent 57 Claude Code 1 3,623 tok
joshhu/skillopt-qa Minimal faithful re-implementation of Microsoft SkillOpt: a text-space optimizer that trai 57 Claude Code 1 1,281 tok
ekino/docker-buildbox hub.docker.com Container images for GitLab CI's jobs 57 Claude Code, GitHub Copilot 2 4,835 tok
contentful/contentful-resolve-response Resolve items & includes of a Contentful API response into a proper object graph 57 Codex, OpenCode 1 666 tok
forcedotcom/SalesforceMobileSDK-ReactNative 57 Claude Code 3 4,155 tok
matheuscamarques/pon_beam PON-BEAM is a complete re-architecture of the Erlang/OTP Virtual Machine (ERTS — Erlang Ru 57 Codex, OpenCode 1 1,720 tok
JBZoo/CSV-Blueprint CSV Validator - Strict and automated line-by-line CSV checking tool based on customizable 57 Claude Code 1 1,293 tok
validatedev/Clamper The app that "clamps" your precious menu bar. 57 Claude Code, Codex, OpenCode 2 1,327 tok
sijiaoh/pockode pockode.com Mobile-first web interface for Claude Code and Codex, with a multi-agent system — control 57 Claude Code, Codex, OpenCode 5 4,263 tok
KimYx0207/GoalPro aiking.dev Intent amplification and Goal Contract protocol: a goal Skill for Codex and Claude Code 57 Claude Code, Codex 1 —
b33eep/claude-code-setup b33eep.github.io [Archived] Persistent memory system for Claude Code via Markdown. Concepts moved into dedi 57 Claude Code 1 1,886 tok
rrd108/nuxt-users 57 Claude Code, Gemini CLI 2 1,615 tok
shantanukhond/YT-Assets youtube.com This repository contains code snippets, steps and other artifacts used in the youtube vide 57 Claude Code 1 —
TidyBot-Services/Tidybot-Universe 57 Claude Code 1 6 tok
bhvbhushan/vibecop AI code quality toolkit — deterministic linter for the AI coding era. 22 detectors, GitHub 57 Claude Code 1 198 tok
rbarcante/claude-conductor 57 Claude Code 1 984 tok
searlsco/turbocommit Save state for Claude Code. Use git commits to preserve your prompts and protect your prog 57 Claude Code, Codex, OpenCode 2 144 tok
maguro/pbf OpenStreetMap PBF golang parser 57 Claude Code, Codex, OpenCode 7 734 tok
deonmenezes/opentradex discord.gg OpenTradex — open-source AI-driven trading cockpit (12 markets, paper-first, your keys sta 57 Codex, OpenCode 1 930 tok
geongeorge/nakedclaw Your own personal AI assistant. AI that rewrites itself. 57 Claude Code 1 1,366 tok
benoitc/livery High-performance HTTP/1.1, HTTP/2, HTTP/3 server for Erlang/OTP 27+ 57 Claude Code, Codex, OpenCode 2 1,530 tok
andrewhopper/dotai Tired of scattered Cursor files and messy AI projects? .ai gives you streamlined governanc 57 Claude Code 1 814 tok
LucasDuys/forge lucasduys.github.io Turn a one-line idea into a branch with tested, reviewed, committed code. The brainstorm-t 57 Claude Code, Codex, OpenCode 2 4,043 tok
shenyangs/Guanlan guanlan.xin Guanlan: a Chinese internet research, reading, and source-routing tool for AI agents. 57 Claude Code, Codex, OpenCode 2 10,172 tok
tuannvm/kafka-mcp-server docs.tuannvm.com A Model Context Protocol (MCP) server for Apache Kafka implemented in Go, leveraging franz 57 Claude Code 1 791 tok
HosamZewain/ai-assisted-development-framework 57 Claude Code, Codex, OpenCode 2 808 tok
rayclaw/rayclaw rayclaw.ai An agentic AI assistant built with Rust 🦀 , inspired by OpenClaw, NanoClaw, NullClaw, Zer 57 Claude Code, Codex, OpenCode 2 2,833 tok