How real projects configure their agents

43,712 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 agents7,642Claude Code6,648Data and AI3,676Backend and APIs3,504Languages3,399Planning3,222Git and workflow3,208Code review2,742Testing2,379Memory and context2,369Writing and docs2,323DevOps and cloud2,311Research2,290Frontend2,261Security2,025Productivity1,719

All Claude Code31,996 Codex23,310 OpenCode22,256 GitHub Copilot3,557 Gemini CLI1,917 Cursor1,739 Windsurf141 Kiro81

Project Stars Configures Files Always loaded
Endokelp/Should-I-build Multi-agent market validation skill for Claude Code and Cursor — BUILD / CONDITIONAL / PIV 2 Codex, OpenCode 1 464 tok
mochow13/keen-agent Terminal agent harness built from a coding-agent foundation — plug in your own agent via Y 2 Claude Code, Codex, OpenCode 3 321 tok
bubba2koldd-design/OpenGenerativeUI Build interactive AI-generated visual UIs like algorithm visualizations, 3D animations, an 2 Claude Code 1 2,345 tok
w48669664-bit/colla-agent Local-first, observable Codex × Antigravity collaboration with bounded reviews and replaya 2 Codex, OpenCode 1 425 tok
questpie/probe probe.questpie.com Dev testing CLI for AI coding agents — process management, log aggregation, browser contro 2 Claude Code 1 2,847 tok
thecelestialmismatch/VibeFlow Autonomous Revenue Operator — Three AI agents find prospects, generate personalized Remoti 2 Claude Code 1 668 tok
vpeetla-ai/multi-agent-system-pattern multi-agent-system-pattern.vercel.app Multi-agent system pattern — specialized roles and delegation 2 Claude Code, Codex, Cursor, OpenCode 14 389 tok
zacharyftw/swarmfi swarm-fi.vercel.app AI agent swarm that farms DeFi yields so you don't have to. 2 Claude Code, Codex, OpenCode 2 79 tok
TheSethRose/Hermes-Walkie-Talkie sethrose.dev Hermes Walkie Talkie pairs an Android push-to-talk client with a local Hermes Voice Gatewa 2 Codex, OpenCode 3 1,447 tok
sbauwow/freshcrate.ai freshcrate.ai The open source package directory for AI agents — discover, search, and publish agent tool 2 Codex, OpenCode 1 2,366 tok
Atman36/codex-maintainer-kit Codex-native maintainer automation toolkit for safe, reviewable, human-gated OSS pull requ 2 Claude Code, Codex, OpenCode 2 1,836 tok
sijeeshmiziha/visionagent npmjs.com Multi-provider AI agent framework with vision capabilities and tool calling. Supports Open 2 Claude Code 11 2,209 tok
dligthart/wordclaw AI-native headless CMS - manage content through REST, GraphQL, or Model Context Protocol. 2 Codex 1
UnicornXOS/Chonost-manifest-os Chonost Manuscript OS is an intelligent manuscript management system designed to support c 2 Codex, GitHub Copilot, OpenCode 2 1,666 tok
luanjunyi/opuspad editor.dull.business A local-first, WYSIWYG Markdown editor for Chrome. Seamlessly edit local files with a Noti 2 Codex, OpenCode 1 563 tok
PANZHENYUANPZY/AI-powered-decision-analysis-engine AI powered decision analysis engine with 8 specialized agents | AI-driven life decision an 2 Claude Code 1 3,659 tok
vpeetla-ai/react-agent-pattern react-agent-pattern.vercel.app ReAct agent pattern reference — LangGraph minimal implementation with tests 2 Claude Code, Codex, Cursor, OpenCode 14 389 tok
StephenQiu30/stephen-claude Claude Agent workflow template with role definitions, TDD/SMART/MVP rules, Symphony-ready 2 Claude Code 1 2,199 tok
MaximilianoRodrigoSoria/project-trucha maximilianorodrigosoria.github.io 🐟 Memoria persistente y local-first para agentes de código: indexa un codebase y lo recup 2 Codex, OpenCode 1 8 tok
theMobiusStrip/agentpay-guard Fail-closed spend guard for x402 agent payments: stateful policy plugin, EIP-3009 replay m 2 Claude Code, Codex, OpenCode 4 2,431 tok
brettdavies/agentnative anc.dev The agent-native CLI standard — eight principles for CLI tools operated by AI agents. 2 Codex, OpenCode 1 2,461 tok
tanya-ok/engineering-os A personal OS for cloud and infrastructure engineers: Obsidian vaults + a local TypeScript 2 Claude Code, Codex, OpenCode 2 888 tok
nknishio/LLM-Wiki-Multimodal-TWM-Agent-Skill A drop-in skill that turns PDFs, slide decks, spreadsheets, and images into a persistent, 2 Claude Code 1
stepanenkoviktor0110-boop/ai-dev-methodology AI-First Development Methodology v2.0 for Claude Code — spec-driven pipeline with blocking 2 Claude Code 1 2,286 tok
adampoit/ai Reusable assets for AI agents (instructions, prompts, and skills) with optional pi and ope 2 Codex, OpenCode 1 222 tok
albiol2004/trio-agent-loop Research-hardened two-agent coding loop (Lead + adversarial Evaluator) for Claude Code, wi 2 Claude Code 9
GitRavz/TryCatch Security audits that catch their own false positives — an AI agent skill for auditing web 2 Codex, OpenCode 1 323 tok
MLOps-Courses/agentops-open-course agentops-open-course.fmind.dev Free, hands-on course for building, securing, evaluating, and operating AI agents in Go wi 2 Codex, OpenCode 1 7,605 tok
luizvb/aquiles-skill agent.netolabs.dev Aquiles end-to-end product development and release skill for AI coding agents 2 Codex, OpenCode 1 602 tok
sagar-shirwalkar/servicenow-atlas Local-first AI knowledge layer for ServiceNow development 2 Claude Code, Codex 17
YANZi26/codex-context-management-template A lightweight project memory and handoff template for Codex and AI coding agents. 2 Codex, OpenCode 1 210 tok
Gregbenn7/roost Open-source control plane for the AI agents you already run — live org chart, cost visibil 2 Claude Code, Codex, OpenCode 2 79 tok
juggleim/imbot-sdk-go juggle.im WebSocket Bot SDK for JuggleIM in Go — connect bots, AI agents, automations, and server-si 2 Claude Code 1 1,712 tok
AbdulSamad94/Personal-Portfolio abdulsamadsiddiqui.vercel.app Personal portfolio showcasing projects, skills, and AI-focused development work. 2 Claude Code, Codex 3
gaowei90098-creator/orbit-agent-workbench Orbit: Agent Mission Control for handoff, collaboration, memory, and self-evolving softwar 2 Codex, OpenCode 1 550 tok
samchatterley/investor-bot Live LLM-assisted equity swing-trader, run as a pre-registered study: does an LLM add meas 2 Claude Code 3 1,116 tok
virgil-king/kbtz Task tracker for AI agents 2 Claude Code 1 135 tok
d-o-hub/github-template-ai-agents A template repository for GitHub projects using AI agents (Claude, Copilot Chat, OpenAI Co 2 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 11 3,040 tok
4242labs/tokentab tokentab.42labs.io What AI actually costs — across providers, projects and machines, with flat-rate coding-ag 2 Claude Code, Codex, OpenCode 5 761 tok
ceciliomichael/TideCode tidecode.routegate.cc 2 Codex, OpenCode 1 2,677 tok
Ashveil1/Elengenix AI-assisted orchestration for bug bounty hunting. Automates security tools for reconnaiss 2 Claude Code, Codex, OpenCode 2 2,891 tok
Atlas-Os1/openclaw-memory-vectorize Semantic long-term memory for AI agents using Cloudflare Vectorize + Workers AI. Auto-reca 2 Codex, OpenCode 1 1,081 tok
aleksbuss/orchestra aleksejs-portfolio.pages.dev Self-hosted AI workspace with Mixture-of-Agents orchestration: parallel expert agents, cod 2 Claude Code 1 8,400 tok
pasha-school/books-assist 2 Codex, OpenCode 1 1,290 tok
kkonstvol-lab/obsidian-memory Obsidian LLM Wiki + Agent Memory system 2 Codex, OpenCode 1 1,155 tok
ttxs69/coding-agent-eval Public, reproducible benchmark of CLI coding agents (Claude Code, Codex, Aider) on SWE-ben 2 Claude Code 1 2,712 tok
arc-com/bumfuzzle Automated project guardrails for every codebase and every AI coding agent. Stop drift, bro 2 Claude Code 1 17 tok
shahincodev/Software-AI-Persian An advanced and extensible system for executing intelligent tasks using LLM models and aut 2 Codex, OpenCode 1 1,831 tok
ekalb81/agent-odometer Odometer — local desktop dashboard for AI coding-agent usage. Sessions, tokens, and costs 2 Codex, OpenCode 1 3,047 tok
aget-framework/template-advisor-aget Advisor template - Read-only advisory agents with persona differentiation. Extends Worker 2 Claude Code, Codex, OpenCode 2 6,752 tok