How real projects configure their agents

22,053 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
OpenDrone-hw/OpenESC-20x20 opendrone.be Open-source 4in1 AM32 ESC for FPV drones. 20x20 mounting, 6S, AT32F421 per channel. KiCad 234 Codex, OpenCode 1 2,521 tok
Travisun/Opptrix opptrix.org Opptrix — AI-driven global multi-market investment research workspace | Open-source LLM re 234 Codex, OpenCode 1 5,262 tok
puritysb/AgentDeck puritysb.github.io Physical controller & multi-surface dashboard for AI coding agents — Stream Deck+, Android 234 Claude Code, Codex, OpenCode 7 9,054 tok
DecapodLabs/decapod decapodlabs.github.io Repo-native governance kernel for bounded, convergent, proof-backed agent work. 233 Claude Code, Codex, Gemini CLI, OpenCode 3 4,533 tok
scitix/siclaw siclaw.ai AI-powered SRE platform — read-only infrastructure diagnostics with deep investigation, se 233 Claude Code, Codex, OpenCode 2 19,438 tok
lcpu-club/wmhpc-training-camp-x-lcpu-ai-infra-seminars infra.seminars.lcpu.dev A repository for the summer AI Infra series of events co-hosted by the Peking University W 233 Claude Code, Codex, OpenCode 2 518 tok
treylom/knowledge-manager Knowledge Manager Agent for Claude Code - Extract and organize content from web, PDF, soci 233 Claude Code, Codex, OpenCode 2 3,887 tok
Sumukh/Ignite newline.co A comprehensive Flask boilerplate to build SaaS applications that includes Stripe billing, 232 Codex, OpenCode 1 974 tok
ReinaMacCredy/maestro Local-first coordination for human and agent work: durable work, decisions, dispatches, ev 232 Claude Code, Codex, OpenCode 2 495 tok
qdrant/skills skills.qdrant.tech Agent skills for Qdrant vector search: scaling, performance optimization, search quality, 232 Codex, OpenCode 1 670 tok
isbeorn/nina nighttime-imaging.eu N.I.N.A. (Nighttime Imaging 'N' Astronomy) - Advanced astrophotography sequencing software 232 Claude Code, Codex, OpenCode 3 2,705 tok
getsentry/dotagents dotagents.sentry.dev 232 Claude Code, Codex, OpenCode 4 989 tok
duolahypercho/andrej-karpathy-skills Codex-first conversion of Karpathy-inspired coding agent guidelines. 232 Codex, OpenCode 1 312 tok
Lichas/maxclaw maxclaw.top OpenClaw-Style Local-First AI Agent in Go - Low-Memory, Private, UI-Ready, Out-of-the-Box 231 Claude Code, Codex, OpenCode 2 2,183 tok
wayn111/waynboot-mobile waynboot-mall is a fully open-source micro-store project that includes an operations backe 231 Claude Code, Codex, OpenCode 2 3,716 tok
nikhils4/ui-beats uibeats.com Animated React components you own. 55 components built with TypeScript, Tailwind CSS and M 231 Claude Code, Codex, OpenCode 2 159 tok
andreaskelm/pm-brain AI-powered product management thinking & operating system. Playbooks, guides, templates, a 231 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,141 tok
rohunj/claude-build-workflow Automated workflow for building apps with Claude Code. Describe what you want, answer ques 231 Claude Code, Codex, OpenCode 2 3,171 tok
guiireal/takeshi-bot youtu.be Bot de WhatsApp 231 Claude Code, Codex, Gemini CLI, OpenCode 4 2,849 tok
zebbern/claude-code-discord A Discord bot that brings Claude Code to your channels so you can chat, run shell/git, and 231 Codex, OpenCode 1 1,914 tok
Enubia/ghost-chat getghostchat.com Transparent chat overlay for streamers. Twitch, YouTube, and Kick in one window. 231 Claude Code, Codex, OpenCode 2 922 tok
Menghuan1918/drawio2go drawio2go.vercel.app A modern DrawIO editor application. AI-Powered, Human-AI Collaboration | AI-enhanced colla 231 Codex, OpenCode 1 9,319 tok
zacharyfmarion/openscad-studio openscad-studio.pages.dev Create 2D and 3D designs with AI 231 Claude Code, Codex, OpenCode 26 7,369 tok
basecamp/fizzy-cli fizzy.do Fizzy CLI and Agent Skills 231 Claude Code, Codex, OpenCode 1 1,575 tok
Aboudjem/humanizer-skill humanizer-skill.vercel.app Free, open-source AI writing humanizer and detector. 55 patterns, 5 voices, a 0-100 AI-tel 231 Claude Code, Codex, OpenCode 1 1,673 tok
KaguraNanaga/kaogong-study-tracker Skills for preparing for Chinese civil service exams, including organizing wrong answers a 231 Codex, OpenCode 1 436 tok
3169657175/gpt-webcodex Enables the ChatGPT web app to operate on desktop files, including reading, creating, and 231 Codex, OpenCode 1 872 tok
razorpay/razorpay-mcp-server razorpay.com Razorpay's Official MCP Server 230 Claude Code, Codex, OpenCode 2 3,435 tok
microsoft/P.808 This is an open-source implementation of the ITU P.808 standard for "Subjective evaluation 230 Claude Code, Codex, GitHub Copilot, OpenCode 6 1,712 tok
OdradekAI/bundles-forge An agentic skills framework & bundle-plugin engineering toolkit that works. 230 Claude Code, Codex, Gemini CLI, OpenCode 3 3,436 tok
CosminMihuMDC/KtorMonitor cosminmihumdc.github.io Powerful tool to monitor Ktor Client, OkHttp and http4k requests and responses, making it 230 Codex, OpenCode 1 3,438 tok
novotnyllc/dotnet-artisan Comprehensive .NET development skills for modern C# and .NET 230 Claude Code, Codex, OpenCode 2 1,228 tok
Uniswap/uniswap-ai developers.uniswap.org AI tools for building on Uniswap — skills, plugins, and agents for any coding agent. 230 Claude Code, Codex, OpenCode 4 3,392 tok
wmww/tawc Tess's Android Wayland Compositor 230 Claude Code, Codex, OpenCode 3 2,197 tok
DemonDamon/AgenticX agxbuilder.com AgenticX is a unified, production-ready multi-agent platform — Python SDK + CLI (agx) + St 230 Claude Code, Codex, Cursor, OpenCode 4 23,011 tok
s-stefanov/actual-mcp Model Context Protocol for Actual Budget API 230 Claude Code, Codex, OpenCode 4 1,715 tok
chuckreynolds/social-profile-image-sizes chuckreynolds.com Social media profile image size reference guide. Open Graph, Twitter Cards, etc. 229 Claude Code, Codex, OpenCode 3 1,484 tok
aws-samples/serverless-full-stack-webapp-starter-kit Full stack webapp kit to leverage the power of serverless! 229 Codex, OpenCode 1 2,447 tok
OpenEVSE/openevse_esp32_firmware OpenEVSE v6 WiFi gateway using ESP32 229 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,328 tok
GoogleCloudPlatform/race-condition developers.google.com The open source multi-agent simulation from the Developer Keynote at Google Cloud Next '26 229 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,675 tok
imsai-sh/awesome-deepseek-harness-plugins deepseek1024.com DeepSeek Harness plugin store, marketplace and hub — 11,000+ dsh plugins with search, rank 229 Claude Code, Codex, OpenCode 2 1,060 tok
hoangnb24/skills 229 Codex, OpenCode 1 272 tok
vyos/vyos-documentation VyOS readthedocs 228 Codex, GitHub Copilot, OpenCode 3 4,720 tok
asgard-ai-platform/skills vault.asgard-ai.com 301 open-source coding agent skills across 22 domains — methodology, judgment & gotchas pa 228 Claude Code, Codex, OpenCode 3 1,211 tok
davidvkimball/astro-modular astro-modular.netlify.app A flexible Astro blog theme designed for Obsidian users. 228 Claude Code, Codex, OpenCode 2 7,304 tok
morganlinton/Albatross albatross.sh Open source, terminal-first AI coding agent with fully transparent multi-model routing. Lo 228 Codex, OpenCode 1 454 tok
sweetcornna/mathodology Math modeling Agent Skills designed for mathematical modeling competitions: MCM/ICM, CUMCM 228 Codex, OpenCode 1 774 tok
graniet/kheish kheish.ai Orchestration engine for long-running, tool-using AI agents 227 Codex, OpenCode 1 4,148 tok
aeroxy/ast-bro ast-bro.gitlawb.app A fast, AST-based code navigation toolkit that maps file shapes, public APIs, and call gra 227 Claude Code, Codex, Gemini CLI, OpenCode 3 360 tok
Cisco-Talos/EvidenceForge Generate realistic synthetic security logs for cybersecurity threat hunting training and r 227 Claude Code, Codex, OpenCode 2 11,972 tok