How real projects configure their agents

23,702 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
noahapp/noah-for-tinkerers Noah -- fixing your computer issues 125 Claude Code, Codex, OpenCode 2 482 tok
hjanuschka/shitty-extensions Custom hooks for pi coding agent 125 Codex, OpenCode 1 843 tok
alchemiststudiosDOTai/tunacode tunacode.xyz 🍣 TunaCode AI CLI coding agent with safe git branches, rich tools & multi-LLM support. 125 Codex, OpenCode 1 1,938 tok
aptos-labs/explorer explorer.aptoslabs.com The explorer of the Aptos blockchain 125 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 11,442 tok
dritoshi/ai-biocode-kata 125 Claude Code, Codex, OpenCode 2 4,530 tok
AlexAsplund/Vanchor vanchor.org Turn a cheap trolling motor into a smart GPS autopilot - virtual anchor, routes, cruise an 125 Codex, OpenCode 1 2,154 tok
jinzhongjia/decky-music decky-music.nvimer.org Steam decky plugin for music(QQ Music and NetEase Cloud Music) 125 Claude Code, Codex, OpenCode 2 4,221 tok
rtk-ai/grit Git for AI agents — zero merge conflicts, any number of parallel agents, same codebase 125 Claude Code, Codex, OpenCode 2 1,721 tok
rawwerks/VibeCAD A library of Claude Code skills for teaching coding agents how to use various CAD tools 125 Claude Code, Codex, OpenCode 2 1,535 tok
jigjoy-ai/baro baro.rs A CLI that turns a goal into a pull request - and a sandbox for testing concurrent AI codi 125 Claude Code, Codex, OpenCode 2 1,288 tok
ameyalambat128/swiftui-skills swiftui-skills.ameyalambat.com Agent skills for SwiftUI, built from Apple's Xcode AI documentation. 125 Codex, OpenCode 1 63 tok
AMD-AGI/AgentKernelArena AgentKernelArena is a platform for evaluating and training AI agents for GPU kernel optimi 125 Claude Code, Codex, OpenCode 2 2,484 tok
nudt-sawlab/PiLoT Code for "PiLoT: Neural Pixel-to-3D Registration for UAV-based Ego and Target Geo-localiza 125 Codex, OpenCode 1 1,239 tok
scott-fryxell/brayness A harness for the anxious digital mind. A safe place for creatives to keep their creative 125 Codex, OpenCode 1 1,007 tok
luochang212/skill-zoo luochang.ink All-in-One Desktop Agent Skills Utility. Welcome to the Skill Zoo, where all your skills l 125 Codex, OpenCode 1 3,742 tok
Metabuilder-Labs/tokenjam tokenjam.dev Token Efficiency For AI Agents 125 Claude Code, Codex, OpenCode 2 8,110 tok
microsoft-foundry/Foundry-Local-Lab Microsoft Foundry Local - Workshop - Build AI apps locally with Foundry Local - RAG, agent 125 Codex, OpenCode 1 2,289 tok
hect0x7/jmcomic-ai pypi.org JMComic Agent Skills / AI-native JMComic assistant: inject JMComic into your AI Agent thro 125 Claude Code, Codex, Gemini CLI, OpenCode 3 1,807 tok
ollygarden/opentelemetry-agent-skills ollygarden.com Vendor-neutral OpenTelemetry skills for AI coding agents like Claude Code, Cursor, and Cod 125 Claude Code, Codex, OpenCode 2 2,092 tok
banbanzhige/ai-goofish-monitor-QB An Xianyu AI recommendation and monitoring bot powered by a weighted fusion algorithm comb 125 Codex, OpenCode 1 1,169 tok
yfedoseev/browser_oxide Stealth headless browser engine in Rust — native BoringSSL TLS/JA4 fingerprint, real JS vi 125 Claude Code, Codex, OpenCode 2 1,256 tok
mrinalwadhwa/fluent fluent.computer Fluent is a self-improving software factory. It autonomously turns your team's vision, ide 125 Claude Code, Codex, OpenCode 2 1,411 tok
tbhb/vale-ai-tells In today's rapidly evolving landscape, vale-ai-tells is a comprehensive, cutting-edge Vale 125 Claude Code, Codex, OpenCode 35 2,565 tok
frumu-ai/tandem tandem.ac Tandem is the authority layer between AI agents and company tools: runtime policy for tool 125 Codex, OpenCode 1 354 tok
mouse-lin/finesse-brief 125 Claude Code, Codex, GitHub Copilot, OpenCode 3 19,678 tok
agustinusnathaniel/nextarter-tailwind nextarter-tailwind.sznm.dev battery packed template / boilerplate to initialize PWA ready Next.js app with TailwindCSS 124 Claude Code, Codex, OpenCode 3 1,839 tok
getsentry/cli cli.sentry.dev Sentry CLI 124 Codex, OpenCode 1 330 tok
interviewstreet/hackerrank-orchestrate-may26 124 Claude Code, Codex, OpenCode 2 2,497 tok
ManiruzzamanAkash/wp-react-kit A simple starter kit to work in WordPress with WordPress Rest API, WP-script, React, React 124 Claude Code, Codex, OpenCode 2 3,855 tok
albumentations-team/albucore A high-performance image processing library designed to optimize and extend the Albumentat 124 Codex, OpenCode 6 3,017 tok
trevor-nichols/agentrules-architect AGENTS.md/CLAUDE.md generator and ExecPlan harness for Codex, Claude Code, Cursor, Antigra 124 Claude Code, Codex, Cursor, OpenCode 2 4,520 tok
ZeroZ-lab/learn-opencode learn-opencode.vercel.app 124 Claude Code, Codex, OpenCode 2 2,211 tok
PrefectHQ/colin colin.prefect.io A context engine that treats skills as software. 124 Claude Code, Codex, OpenCode 2 759 tok
lemon07r/opencode-kimi-full 124 Codex, OpenCode 1 4,096 tok
OmidZamani/dspy-skills Collection of Claude Skills for DSPy framework - program language models, optimize prompts 124 Codex, OpenCode 1 333 tok
kaichen/amap-skill Claude Code skill for the AMap Web Service API 124 Codex, OpenCode 1 588 tok
pr-pm/prpm prpm.dev The universal registry for AI coding tools 124 Claude Code, Codex, OpenCode 5 12,079 tok
tma1-ai/tma1 tma1.ai Local-first observability your agent reads back. TMA1 records every LLM call, then routes 124 Claude Code, Codex, OpenCode 2 2,387 tok
ossianhempel/things3-cli ossianhempel.github.io CLI for Things 3, implemented in Go 124 Claude Code, Codex, OpenCode 3 934 tok
doordash-oss/agentic-orchestrator Turn a goal into a supervised run. 124 Codex, OpenCode 1 1,416 tok
Ephemeral-AI-Lab/ephemeral-sandbox ephemeral-sandbox.com Open-source agent sandbox infrastructure for parallel coding agents: isolated workspaces, 124 Claude Code, Codex, OpenCode 2 1,317 tok
githits-com/githits-cli githits.com CLI & MCP for GitHits - The Code Context Layer for AI Coding Agents 124 Claude Code, Codex, Gemini CLI, OpenCode 6 3,815 tok
nikolausm/imap-mcp-server Full-featured IMAP & SMTP email for AI assistants: search, read, send, organize and clean 124 Claude Code, Codex, OpenCode 2 1,806 tok
vakovalskii/ontoship md+git knowledge base: FTS5 search (bm25+trigram/fuzzy), HTML+graph, code-ontology linter, 124 Claude Code, Codex, OpenCode 2 544 tok
gke-labs/kube-agents gke-labs.github.io An autonomous agentic harness for Kubernetes. Proactive fleet audits, declarative GitOps r 124 Claude Code, Codex, OpenCode 33 5,763 tok
deusXmachina-dev/memorylane trymemorylane.com 124 Claude Code, Codex, Cursor, OpenCode 7 1,013 tok
rajbos/ai-engineering-fluency marketplace.visualstudio.com Extension that shows information about the estimated token usage and more of AI in editors 124 Claude Code, Codex, GitHub Copilot, OpenCode 48 19,124 tok
Rigos0/superturtle superturtle.dev Coding agent on your phone 🐢 123 Claude Code, Codex, OpenCode 11 328 tok
AztecProtocol/aztec-starter A simple aztec contract + test to get started. 123 Claude Code, Codex, OpenCode 3 2,598 tok
genggng/hermes-arxiv-agent genggng.github.io An agent skill based on Hermes: automatically fetches papers from arXiv daily, uses AI to 123 Codex, OpenCode 1 2,050 tok