How real projects configure their agents

23,307 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
lajarre/pi-vim npmjs.com Vim mode for Pi 98 Codex, OpenCode 1 424 tok
peteromallet/Arnold General-purpose planning and execution harness for LLMs — structured phases, critique, gat 98 Codex, OpenCode 1 8,043 tok
duthaho/claudekit claudekit.duthaho.dev A verification-first engineering toolkit for Claude Code. Built for senior ICs and tech le 97 Claude Code, Codex, OpenCode 1 916 tok
lxinfei5/research-os Research capability for coding agents: multi-source corroboration, active discovery, logic 97 Claude Code, Codex, OpenCode 11 1,146 tok
nablo-io/lerim docs.lerim.dev Compiles AI agent traces and truns them into reusable context. 97 Claude Code, Codex, OpenCode 2 1,428 tok
vmihalis/hacker-bob hackerbob.ai A local MCP runtime that attacks what you own and only reports what it proved. 17 CVEs acr 97 Claude Code, Codex, OpenCode 36 1,942 tok
quarkusio/quarkus-workshop-langchain4j quarkus.io Quarkus LangChain4J Workshop that demonstrates both single AI service capabilities and Age 97 Codex, OpenCode 1 1,995 tok
patternfly/patternfly-react-seed patternfly-react-seed.surge.sh A PatternFly seed for React web applications 97 Codex, OpenCode 1 916 tok
NetCoreTemplates/nextjs nextjs.react-templates.net .NET 10 Full featured Next.js Static React App with Tailwind 97 Claude Code, Codex, OpenCode 2 5,968 tok
antoniolg/agent-kit A collection of skills for AI agents 97 Codex, OpenCode 1 674 tok
skanga/DBchat A powerful MCP server that lets you have natural language conversations with your database 97 Codex, OpenCode 1 676 tok
MarcoPorcellato/matryca-plumber Local-first AI daemon for Logseq OG: background semantic indexing, link hygiene, and agent 97 Claude Code, Codex, Cursor, OpenCode 13 3,655 tok
ionide/tree-sitter-fsharp F# grammar for treesitter 97 Codex, OpenCode 3 3,741 tok
kunwarVivek/mcp-github-project-manager MCP server for AI-powered GitHub project management — agent orchestration, PRD-to-issues p 97 Claude Code, Codex, OpenCode 3 6,506 tok
89luca89/clampdown Run AI coding agents in hardened container sandboxes. 97 Claude Code, Codex, OpenCode 2 2,077 tok
vanga/indian-high-court-judgments Code for scraping Indian high court judgments | Dataset is opensourced via AWS open data e 97 Claude Code, Codex, OpenCode 2 654 tok
reolink/reolink-cli Official command-line tool for Reolink IP cameras, doorbells and NVRs — LAN only, no cloud 97 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 3 5,648 tok
xueyouluo/fridge_tracker xueyou-diy-lab.yummy-tulip-8164.chatgpt.site Xianzhi Tie: A reproducible ESP32 e-paper food freshness reminder featuring an H5/Node.js/ 97 Codex, OpenCode 1 975 tok
anqinou-art/NagiBridge 97 Codex, OpenCode 1 3,705 tok
litefuse/litefuse litefuse.ai Litefuse - Agent Observability and Evaluation Platform 97 Claude Code, Codex, Cursor, OpenCode 10 3,733 tok
Ocean-Industries-Concept-Lab/openbridge-webcomponents openbridge.no OpenBridge design system implemented as Lit-based web components with support for all majo 97 Claude Code, Codex, GitHub Copilot, OpenCode 26 74,381 tok
OpenDrone-hw/OpenFC-Lite-Mini opendrone.be OpenFC-Lite-Mini, open-source Betaflight flight controller. RP2354A, 20x20 mm, 6-layer, 3S 97 Codex, OpenCode 1 2,758 tok
ringlochid/oh-my-subagents Accountable, adaptable AI teams. 97 Codex, OpenCode 1 4,737 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
mrinalwadhwa/fluent fluent.computer Fluent is a self-improving software factory. It autonomously turns your team's vision, ide 97 Claude Code, Codex, OpenCode 2 1,411 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
WingedGuardian/GENesis-AGI discord.com 'Personal AGI' that thinks on its own. Autonomous cognitive cycle, earned autonomy, 60+ to 96 Claude Code, Codex, OpenCode 46 17,504 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
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
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
wasintoh/toh-framework tohframework.dev Type one sentence, approve once, walk away — Toh Framework installs an AI build department 96 Claude Code, Codex 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
filipebraida/adonisjs-starter-kit Starter kit for AdonisJS projects using a monorepo setup 96 Claude Code, Codex, OpenCode 2 1,727 tok
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
Kwensiu/DPIS Adjust DPI and font scaling per app | Per-app DPI and font scaling 96 Claude Code, Codex, OpenCode 4 4,167 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
rafmacalaba/armada Loop engineering for software development. Turn any repository into a self-organizing AI e 96 Codex, OpenCode 1 1,423 tok
ivanarama/onebase onebase.ivantitov.tech An open business platform with a familiar DSL for accounting tasks, written in Go — open b 96 Claude Code, Codex, OpenCode 9 9,591 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
WebMCP-org/npm-packages NPM packages for MCP-B: Transport layers, React hooks, and browser tools for the Model Con 96 Claude Code, Codex, OpenCode 5 2,843 tok
kunchenguid/quota-axi Allow your agents to see your LLM subscription quota windows. 96 Claude Code, Codex, OpenCode 2 7,318 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