How real projects configure their agents

23,280 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
kaandedeoglu/Shark Swift CLI for strong-typing images, colors, storyboards, fonts and localizations 382 Claude Code, Codex, OpenCode 2 5,122 tok
onvoyage-ai/voyage-geo-agent Agentic Generative Engine Optimizaiton 382 Claude Code, Codex, OpenCode 4 3,077 tok
sudoskys/telegramify-markdown 🪄 Markdown To Telegram MarkdownV2 Converter Python| No more worrying about formatting. 382 Codex, OpenCode 1 767 tok
dcramer/dex dex.rip Task tracking for Agents 382 Claude Code, Codex, OpenCode 3 485 tok
parawanderer/OpenTagViewer Track your AirTags, iDevices and other FindMy devices on Android 382 Claude Code, Codex, OpenCode 6 12,186 tok
ultracontext/ultracontext ultracontext.com Open Source Context infrastructure for AI agents. Auto-capture and share your agents' cont 382 Claude Code, Codex, OpenCode 2 1,951 tok
Weaverse/pilot pilot.weaverse.dev A fully-featured Shopify Hydrogen theme crafted to help you launch modern, high-performing 382 Claude Code, Codex, OpenCode 2 4,614 tok
paralleldrive/aidd The standard framework for AI Driven Development 381 Codex, OpenCode 1 464 tok
abap2UI5/abap2UI5 abap2ui5.org Build UI5 Apps Purely in ABAP 381 Claude Code, Codex, OpenCode 7 21,732 tok
atilladeniz/Kubeli kubeli.dev A modern Kubernetes GUI management desktop app for macOS & Windows. Multi-cluster support, 381 Claude Code, Codex, OpenCode 28 2,092 tok
vigorX777/product-design-system An AI-assisted product design framework for product managers, a general-purpose product de 381 Codex, OpenCode 1 3,777 tok
pulseaiclub/phi pulseaiclub.github.io a coding agent, rpc plugin, sub-agents, hashline edits, and mcp 381 Codex, OpenCode 1 915 tok
veyliss/ai-localbase A local-first AI knowledge base system (RAG) for integrating local documents into assisted 379 Codex, OpenCode 1 109 tok
matrixmapai/openabcode openabcode.com OpenABCode is an LLM-routing coding agent that dynamically routes tasks to the best-suited 379 Codex, OpenCode 1 2,642 tok
xiao24bei/xiaobei-skill xiaobeiai.top Xiaobei's open-source Codex Skills collection for graduate study: AI + research workflows 379 Codex, OpenCode 1 190 tok
awslabs/run-model-context-protocol-servers-with-aws-lambda Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions 379 Codex, OpenCode 1 12 tok
qqqqqf-q/Arkloop arkloop.io A clean, powerful AI Agent platform that belongs to you 378 Claude Code, Codex, OpenCode 2 4,004 tok
lifemate-ai/embodied-claude An MCP suite that gives Claude a physical presence 377 Claude Code, Codex, OpenCode 20 8,315 tok
djfksjd/ir-search 🇰🇷 Korean government support program comprehensive research agent Skill [supports Claude 377 Claude Code, Codex, OpenCode 3 588 tok
elidickinson/pi-claude-bridge Claude Code inference provider for Pi. Allows the use of Claude Code of Pro/Max subscripti 377 Codex, OpenCode 1 836 tok
evex-dev/linejs linejs.evex.land LINEJS is a JavaScript library for creating a LINE SelfBot. 376 Codex, OpenCode 1 630 tok
hluaguo/learn-faster-kit AI-powered learning coach with spaced repetition with Claude Code - master any knowledge f 376 Codex, OpenCode 1 700 tok
zexuanw958-svg/travel-plan-viz Migo · Travel Navigator — generates single-file, offline-capable, mobile-first HTML travel 376 Claude Code, Codex 1 2,159 tok
eggbrid2/mobileClaw Open Android AI agent runtime for phone control, app automation, VLM screen reading, skill 375 Codex, OpenCode 1 249 tok
alibaba/UnifiedModel alibaba.github.io The semantic layer that makes enterprise data understandable to AI agents — model entities 375 Claude Code, Codex, OpenCode 2 2,376 tok
jlevy/repren Power rename/refactor tool for CLI and agent use 374 Claude Code, Codex, OpenCode 4 407 tok
prabogo/prabogo prabogo.com Prabogo is a Go framework designed to simplify project development by providing an interac 374 Claude Code, Codex, GitHub Copilot, OpenCode 21 709 tok
labsai/EDDI eddi.technology Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestr 374 Claude Code, Codex, OpenCode 2 16,620 tok
Arenukvern/mcp_flutter docs.page MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client side tools) - 374 Claude Code, Codex, OpenCode 2 1,263 tok
fzy2012/rhzl-Agentic-Design-Patterns-cn adpc.ruhang365.cn Agent design patterns 374 Claude Code, Codex, Cursor, OpenCode 3 4,386 tok
tmchow/illo-skill illo-skill.com illo skill — an AI agent skill that turns ideas and articles into original print-style edi 374 Claude Code, Codex, OpenCode 2 4,936 tok
vulnersCom/api vulners.com Official Python SDK for the Vulners vulnerability-intelligence API — search CVEs, exploits 373 Claude Code, Codex, OpenCode 2 1,497 tok
tellahq/opensession opensession.com 373 Claude Code, Codex, OpenCode 60 2,400 tok
taovc/pr-cockpit Local AI PR workbench — Claude/Codex review in isolated git worktrees, human-gated GitHub 373 Claude Code, Codex, OpenCode 1 5,965 tok
PM-Shawn/Abu-Cowork myabu.cn Open-source alternative to Claude Cowork — a local-first AI agent desktop app · multi-mode 372 Claude Code, Codex, OpenCode 2 10,486 tok
leeguooooo/claude-code-usage-bar pypi.org Lightweight Claude Code statusLine: 5h/7d rate-limit usage, reset countdowns, model + cont 372 Codex, OpenCode 1 636 tok
LTplus-AG/ifc-lite ifclite.dev Open-source IFC toolkit: WebGPU rendering, columnar in-memory store, exact-arithmetic geom 372 Claude Code, Codex, Cursor, OpenCode 3 10,955 tok
kunchenguid/chrome-devtools-axi The most agent-ergonomic browser automation 372 Claude Code, Codex, OpenCode 2 4,195 tok
oxbshw/watch-skill pypi.org Give AI agents eyes, ears, and verifiable results. Watch Skill turns video, audio and scre 372 Codex, OpenCode 1 1,346 tok
Goldentrii/AgentRecall-X Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across 371 Codex, OpenCode 1 2,047 tok
moov-io/awesome-fintech A curated collection of open source fintech libraries for payments, banking, and financial 371 Codex, OpenCode 1 148 tok
mistydew/tokenicode-deepseek-alpha TOKENICODE DeepSeek Alpha: a DeepSeek/CC Switch focused TOKENICODE fork 371 Claude Code, Codex, OpenCode 27 4,219 tok
Windscribe/Android-App windscribe.com Complete source code of the official Windscribe Android application. 371 Claude Code, Codex, OpenCode 3 7,091 tok
librefang/librefang librefang.ai LibreFang is an open-source agent operating system written in Rust. Live demo: https://fly 371 Claude Code, Codex, OpenCode 5 8,710 tok
Nebulock-Inc/agentic-threat-hunting-framework ATHF is a framework for agentic threat hunting - building systems that can remember, learn 371 Claude Code, Codex, OpenCode 2 7,725 tok
DougTrajano/pydantic-ai-skills dougtrajano.github.io This package implements Agent Skills (https://agentskills.io) support with progressive dis 371 Claude Code, Codex, OpenCode 2 1,982 tok
OpenSource03/harnss harnss.app Open-source, desktop client/UI build to harness Claude Code, Codex and any other Agent acc 371 Claude Code, Codex, OpenCode 11 16,927 tok
huytranvan2010/AI-auto-generate-video Auto generate AI video with hyperframes 371 Claude Code, Codex 1
IgorWarzocha/howaboua-pi-stuff A monorepo of extensions and skills by yours truly. 370 Claude Code, Codex, OpenCode 6 878 tok
oculus-samples/Unity-TheWorldBeyond Presence Platform showcase demonstrating usage of Scene, Passthrough, Interaction, Voice, 369 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 997 tok