How real projects configure their agents

32,436 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
vudovn/ag-kit ag-kit.unikorn.vn 8,207 Claude Code 58 1,069 tok
GetStream/Vision-Agents visionagents.ai Open Vision Agents by Stream. Build voice and vision agents quickly with any model or vide 8,201 Claude Code 4 1,252 tok
nullclaw/nullclaw nullclaw.io Fastest, smallest, and fully autonomous AI assistant infrastructure written in Zig 8,201 Claude Code, Codex, OpenCode 2 6,570 tok
zeek/zeek zeek.org Zeek is a powerful network analysis framework that is much different from the typical IDS 8,179 Claude Code, Codex, OpenCode 2 823 tok
OpenCoworkAI/open-codesign opencoworkai.github.io Open-source Claude Design alternative. One-click import your Claude Code / Codex API key. 8,165 Claude Code, Codex, GitHub Copilot, OpenCode 4 5,796 tok
fonoster/fonoster fonoster.com The AI that answers the phone. 8,163 Claude Code, Codex, OpenCode 11 2,425 tok
FailproofAI/failproofai befailproof.ai Observability and enforcement for AI agent harnesses. Capture every run and runtime reliab 8,064 Claude Code, Codex, OpenCode 3 22,080 tok
webiny/webiny-js webiny.com Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3). TypeScript 8,048 Claude Code, Codex, GitHub Copilot, OpenCode 13 1,745 tok
trailofbits/skills Trail of Bits skills for security research, vulnerability detection, and audit workflows 8,028 Claude Code, Codex, OpenCode 2 4,952 tok
thewh1teagle/vibe thewh1teagle.github.io Transcribe on your own! 8,009 Claude Code, Codex, OpenCode 4 368 tok
Upsonic/Upsonic docs.upsonic.ai Build autonomous AI agents in Python. 7,966 Claude Code 2 2,950 tok
plastic-labs/honcho honcho.dev Memory library for building stateful agents 7,960 Claude Code 1 10,222 tok
logancyang/obsidian-copilot obsidiancopilot.com Run agents in Obsidian - OpenCode, Codex, Claude Code etc. 7,951 Claude Code, Codex, OpenCode 9 2,904 tok
farzaa/clicky heyclicky.com The open-source project HeyClicky grew out of. The official HeyClicky app, an AI buddy for 7,939 Claude Code, Codex, OpenCode 2 2,962 tok
deanpeters/Product-Manager-Skills Product Management skills framework built on battle-tested methods for Claude Code, Cowork 7,891 Claude Code, Codex, OpenCode 2 12,521 tok
gilbarbara/react-joyride react-joyride.com Create guided tours in your apps 7,891 Claude Code 1 1,893 tok
datahaven-xyz/datahaven datahaven.xyz An EVM compatible Substrate chain, powered by StorageHub and secured by EigenLayer 7,876 Claude Code 1 1,227 tok
HuLaSpark/HuLa hulaspark.com 🍀 A cross-platform instant messaging desktop application with exceptional performance bui 7,801 Claude Code, Codex, Cursor, Gemini CLI, OpenCode, Windsurf 5 5 tok
MystenLabs/sui sui.io Sui, a next-generation smart contract platform with high throughput, low latency, and an 7,782 Claude Code, Codex, OpenCode 9 1,691 tok
Osmantic/ODS discord.gg ODS V3 Pre-Release: Public testing and refinement ahead of the official V3 launch. Turn yo 7,775 Claude Code, GitHub Copilot 13 2,312 tok
mufeedvh/code2prompt code2prompt.dev A CLI tool to convert your codebase into a single LLM prompt with source tree, prompt temp 7,747 Claude Code, Codex, OpenCode 7 299 tok
algorithmicsuperintelligence/openevolve Open-source implementation of AlphaEvolve 7,718 Claude Code, GitHub Copilot 2 1,195 tok
magnitudedev/magnitude magnitude.dev Open source inference engine that tunes its kernels on your hardware to find the fastest w 7,713 Claude Code, Codex, OpenCode 2 2,276 tok
anthropics/defending-code-reference-harness claude.com Skills for threat modeling, scanning, triage, patching, plus an autonomous scanning harnes 7,710 Claude Code 2 4,052 tok
samuelclay/NewsBlur newsblur.com NewsBlur is a personal news reader that brings people together to talk about the world. A 7,680 Claude Code, Codex, OpenCode 17 7,143 tok
lijigang/ljg-skills 7,632 Claude Code 1 959 tok
xerrors/Yuxi xerrors.github.io A self-hosted multi-tenant knowledge agent platform: unified RAG, knowledge graphs, multi- 7,613 Claude Code, Codex, OpenCode 2 2,299 tok
mnfst/manifest manifest.build Open Source LLM Gateway 🦚 7,611 Claude Code, Codex, OpenCode 4 20,357 tok
TheCraigHewitt/seomachine seomachine.io A specialized Claude Code workspace for creating long-form, SEO-optimized blog content for 7,578 Claude Code 62 1,368 tok
wbh604/UZI-Skill This is how cold hard cash flows into my warm pockets — hot-money trader (UZI) Skills — we 7,537 Claude Code, Codex, Gemini CLI, OpenCode 3 7,005 tok
FastLED/FastLED fastled.io The FastLED library for colored LED animation on Arduino. Please direct questions/request 7,525 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 64 27,759 tok
traceloop/openllmetry traceloop.com Open-source observability for your GenAI or LLM application, based on OpenTelemetry 7,523 Claude Code 1 636 tok
zhukunpenglinyutong/jetbrains-cc-gui plugins.jetbrains.com Jetbrains Claude Code and Codex GUI Plugin 7,508 Claude Code, Codex 1 —
mutonby/openshorts openshorts.app Open source AI clip generator: turns long videos into viral 9:16 shorts with AI moment det 7,508 Claude Code 1 2,260 tok
modelcontextprotocol/registry A community driven registry service for Model Context Protocol (MCP) servers. 7,445 Claude Code, Codex, GitHub Copilot, OpenCode 3 381 tok
NVIDIA-NeMo/Guardrails docs.nvidia.com NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM 7,439 Claude Code, Codex, OpenCode 2 2,438 tok
Zipstack/unstract unstract.com LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Work 7,421 Claude Code 4 —
wiremock/wiremock wiremock.org A tool for mocking HTTP services 7,418 Claude Code, Codex, OpenCode 3 596 tok
TraderAlice/OpenAlice openalice.ai Your one-person Wall Street. An AI trading agent covering equities, crypto, commodities, f 7,411 Claude Code, Codex, OpenCode 2 787 tok
Tencent/AI-Infra-Guard tencent.github.io A full-stack AI Red Teaming platform securing AI ecosystems via Agent Scan, Skills Scan, M 7,392 Claude Code, Codex, OpenCode 2 2,177 tok
kyegomez/swarms docs.swarms.world The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai 7,353 Claude Code, Codex, GitHub Copilot, OpenCode 3 11,047 tok
telepresenceio/telepresence telepresence.io Local development against a remote Kubernetes or OpenShift cluster 7,326 Claude Code, Codex, OpenCode 10 5,219 tok
Serial-Studio/Serial-Studio serial-studio.com Open-source telemetry dashboard. Supports UART, BLE, MQTT, Modbus, CAN Bus and more. 7,312 Claude Code, Codex, OpenCode 22 14,489 tok
civitai/civitai civitai.com A repository of models, textual inversions, and more 7,311 Claude Code, Codex, OpenCode 73 2,848 tok
htdt/godogen x.com Autonomous game development with Claude Code and Codex 7,295 Claude Code, Codex, OpenCode 2 435 tok
gepa-ai/gepa gepa-ai.github.io Optimize prompts, code, and more with AI-powered Reflective Optimization 7,295 Claude Code, Codex, OpenCode 3 452 tok
MrLesk/Backlog.md backlog.md Backlog.md - A tool for managing project collaboration between humans and AI Agents in a g 7,286 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,517 tok
MengTo/Skills Agent skills for designers and builders using Codex, Claude, Cursor, and other AI coding a 7,262 Claude Code 1 333 tok
superdesigndev/treg treg.to OpenRouter for agent tools. Join community here: https://discord.gg/6mQYYfFMAn 7,233 Claude Code, Codex, OpenCode 14 5,236 tok
Kiranism/next-shadcn-dashboard-starter dub.sh Free, open source, AI-first admin dashboard template built with Next.js 16, shadcn/ui, Tai 7,231 Claude Code, Codex, OpenCode 2 8,152 tok