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
efdevcon/monorepo devcon.org Main repository for all Devcon-related apps 59 Claude Code 4 557 tok
AtomNotShy/factor_mining A systematic factor-mining system that provides data-driven decision support for quantitat 59 Claude Code, Codex, OpenCode 4 5,962 tok
kimsanguine/AI_PM Practical AI PM guide — an 8-part curriculum for redesigning PM workflows with Claude Code 59 Claude Code 4 1,438 tok
ErisPulse/ErisPulse erisdev.com Event-driven multi-platform bot framework with Dashboard, Docker, hot-reload, and module m 59 Codex, OpenCode 1 2,827 tok
JustasMonkev/mcp-accessibility-scanner npmjs.com An MCP (Model Context Protocol) server for performing accessibility audits on webpages usi 59 Claude Code, Codex, OpenCode 3 562 tok
Camil-H/cli-agent-lint Is your CLI ready for AI agents? Automated checks to ensure optimum agentic CLI use: don't 59 Codex, OpenCode 1 466 tok
gopherguides/hype Hype is a document generation tool used to rapidly create, maintain, and reuse documentati 59 Claude Code, Codex, OpenCode 3 797 tok
vigorX777/x-ai-topic-selector Automatically collect posts from X (Twitter), generate topic recommendation reports throug 59 Codex, OpenCode 1 5,299 tok
oculus-samples/Unity-InteractionSDK-Samples Sample projects to showcase the Unity Meta XR Interaction SDK. 59 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 9 1,117 tok
Open-Systems-Pharmacology/OSPSuite-R open-systems-pharmacology.org R package for the OSPSuite 59 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,462 tok
builderz-labs/builderz-solana-dapp-scaffold solana-dapp-scaffold.builderz.dev Builderz Solana dApp Scaffold (Nextjs14, App Dir, Typescript, TailwindCSS, MaterialUI, web 59 Claude Code 1 5,043 tok
sollawen/microNeo sollawen.github.io The terminal editor that can discuss with OpenCode and Pi 59 Claude Code, Codex, OpenCode 4 803 tok
ChaoYue0307/awesome-loop-engineering chaoyue0307.github.io 🔁 Build reliable recurring AI-agent systems: 1022 resources, 22 operational patterns, 22 59 Codex, OpenCode 1 611 tok
j1ngg/tech-marketing-framework Developer tools marketing framework for Claude Code and Codex. Repeatable skills for conte 59 Codex, OpenCode 1 518 tok
SuperrAI/ADBWrench adbwrench.com 59 Claude Code 1 947 tok
kintone/mcp-server kintone official MCP server 59 Claude Code 1 293 tok
begoon/rapira demin.ws Rapira programming language / Rapira programming language 59 Claude Code 1 2,562 tok
fehbari/sunshine-scripts Scripts for Sunshine game stream host. 59 Codex, OpenCode 1 1,288 tok
laurigates/claude-plugins Claude Code plugins for development workflows 59 Claude Code 3 4,090 tok
JJenglert1/gtm-engineer-starter-kit 59 Claude Code 1 655 tok
ytaskiran/tws terminal workspace manager — organize your tmux & rex sessions and ai agents 59 Claude Code, Codex, OpenCode 2 10,318 tok
Verified-zkEVM/evm-asm 59 Claude Code, Codex, OpenCode 2 13,846 tok
tomtom-international/tomtom-maps-mcp docs.tomtom.com A Model Context Protocol (MCP) server providing TomTom's location services, search, routin 59 Claude Code, Codex, GitHub Copilot 11 43 tok
duongducnguyen/swarmterm swarmterm.dev One window for a whole swarm of AI coding agents — split terminals, per-agent git worktree 59 Claude Code 1 4,473 tok
ConaMobileDev/PdfKmp conamobiledev.github.io Kotlin Multiplatform PDF generator - Android, iOS, Desktop (JVM), Web (Wasm). Vector-first 59 Claude Code, Codex, OpenCode 3 9,830 tok
schmitthub/clawker docs.clawker.dev AI coding agent sandbox platform 59 Claude Code, Codex, GitHub Copilot, OpenCode 19 3,043 tok
JosiahSiegel/claude-plugin-marketplace 59 Claude Code 3 602 tok
deandevz/king-context Open-source Context7 alternative with 3x token efficiency 59 Claude Code, Codex, OpenCode 7 2,380 tok
grainsocial/grain grain.social grain.social is a photo sharing platform built on atproto. 59 Codex, OpenCode 1 3,097 tok
reorder-js/reorder reorderjs.com Open Source Medusa.js Subscription Plugin 59 Claude Code, Codex, OpenCode 8 12 tok
solomon2773/nora norafleet.ai Open-source, self-hosted control plane for OpenClaw and Hermes AI-agent fleets on Docker/K 59 Claude Code 1 2,994 tok
howdeploy/ObsidianDataWeave A toolkit of Claude skills and user guides that turns NotebookLM notes into an Obsidian MO 59 Claude Code, Codex, OpenCode 2 5,844 tok
Boom-Vitt/claude-thai-skills Claude Code skills for Thai users — translation, captions, resumes, official letters, PDPA 59 Codex, OpenCode 1 1,233 tok
artemiimillier/claude-code-starter A starter template for any project with Claude Code: clone it, write one sentence, and get 59 Claude Code, Codex, OpenCode 2 194 tok
zendev-sh/zenflow zenflow.sh Multi-agent orchestration & workflow engine. Declarative YAML workflows, LLM coordinator w 59 Claude Code, Codex, OpenCode 2 4,019 tok
rigwild/mcp-server-amazon 🛍📦 Unofficial Amazon Model Context Protocol Server (MCP) - Search products and purchase 59 Claude Code 1 628 tok
netresearch/git-workflow-skill Agent Skill for Git workflow best practices - branching, commits, PR workflows | Claude Co 59 Codex, OpenCode 1 1,633 tok
deliveryhero/asya asya.sh 🎭 Distributed Actor Mesh on K8s for AI Agents 59 Claude Code, Codex, Gemini CLI, OpenCode 4 4,426 tok
mjthoraval/Weavero mjthoraval.github.io A Zotero plugin with filters, clickable links, bookmarks, tabs management and other improv 59 Claude Code, Codex, OpenCode 11 1,096 tok
joseph/mud apps.josephpearson.org Mud. A perfect markdown viewer for macOS. 59 Claude Code 3 —
KadenMc/work-buddy work-buddy.ai The AI assistant for knowledge workers — a local-first personal-agent runtime built on Cla 59 Claude Code 53 4,358 tok
numen-tech/slopornot slopornot.ai Agentic AI Humanizer Skill for Codex, Claude and OpenClaw: Bypass AI Detectors 59 Claude Code, Codex, OpenCode 2 3,685 tok
FedRAMP/rules preview.fedramp.gov This repository contains the structured machine-readable rules for FedRAMP. 59 Codex, OpenCode 1 1,866 tok
LaplaceYoung/ansys-aedt-mcp MCP server for Ansys Electronics Desktop automation with PyAEDT, HFSS, Maxwell, Q3D, Icepa 59 Codex, OpenCode 1 182 tok
buriedsignals/spotlight spotlight.buriedsignals.com OSINT investigation orchestrator for journalists — structured briefs, methodology approval 59 Claude Code, Codex, OpenCode 2 7,360 tok
grayhatdevelopers/vidxp VidXP (Video eXPlain) - Video Indexing Engine. Search in videos in natural language. 👀 Co 59 Codex, OpenCode 2 259 tok
shinyobjectz/montology Design-system and vocabulary drift, enforced. Tailwind themes become law, rogue values get 59 Claude Code 4 483 tok
seed-hypermedia/seed seed.hyper.media Desktop+Web app for self-publishing, powered by the open Hypermedia protocol 59 Claude Code, Codex, OpenCode 20 1,386 tok
vinhnx/vtchat VT Chat - A modern, privacy-first AI chat application with security 59 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 12 15,979 tok
SweetJonnySauce/EDMCModernOverlay A new modern overlay for EDMC that works on both Windows and Linux 59 Codex, OpenCode 2 2,528 tok