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
coconut-svsm/svsm COCONUT-SVSM 240 Codex, OpenCode 1 4,005 tok
bitloops/bitloops bitloops.com Give AI coding agents the context they need to ship production-quality software. 240 Codex, OpenCode 1 124 tok
langfuse/langfuse-docs langfuse.com 🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications 240 Claude Code, Codex, OpenCode 7 9 tok
cyanheads/git-mcp-server npmjs.com A Git MCP server for AI agents. STDIO & Streamable HTTP. 240 Claude Code, Codex, OpenCode 2 5,716 tok
barretlee/agent-pulse barretlee.github.io Evidence-backed AI industry intelligence — trends, source updates, daily data refreshes, a 240 Codex, OpenCode 1 2,533 tok
maxwell2732/codex-stata-for-economists A Codex Stata pipeline for Economists by 朱晨 | Genetic Social Science Research. 240 Claude Code, Codex, OpenCode 33 5,263 tok
harshalgajjar/Reminal reminal.app Close the lid and walk away — every window, desktop and terminal on your machines, live in 240 Codex, OpenCode 1 955 tok
microsoft/discovery Microsoft Discovery community repository 240 Claude Code, Codex, GitHub Copilot 5 2,104 tok
easemob/im_flutter_sdk Easemob IM Flutter SDK for quickly integrating instant messaging functionality. 239 Codex, OpenCode 1 2,448 tok
lalitgehani/SnackBase snackbase.dev SnackBase is a Python/FastAPI-based BaaS providing auto-generated REST APIs, multi-tenancy 239 Claude Code, Codex, OpenCode 2 4,006 tok
ProjectDXAI/labrat dxrg.ai Autonomous multi-branch research lab. Branches compete for compute budget. The system conv 239 Claude Code, Codex, OpenCode 3 1,280 tok
LoD-Dawn/Fast-Vben-Admin 114.132.74.2 Fast Vben Admin is a modular full-stack administration platform for back-office and multi- 239 Codex, OpenCode 1 2,503 tok
codecoradev/uteke codecora.dev 🧠 The Brain for Your AI — Local-first memory engine for AI agents. Store, recall, and sea 239 Claude Code, Codex, OpenCode 2 661 tok
tim-smart/effect-mcp 239 Codex, OpenCode 1 3,645 tok
OpenTouryoProject/OpenTouryo opentouryo.osscons.jp OpenTouryo is an application framework for .NET developed from the accumulated know-how of 238 Claude Code, Codex, OpenCode 2 5,802 tok
LambdaTest/kane-cli testmuai.com Kane CLI by TestMu AI (Formerly LambdaTest) 238 Claude Code, Codex 1
gridaco/cors.sh cors.sh Sick of CORS Errors? 238 Claude Code, Codex, OpenCode 2 830 tok
syabro/mdtask The spec-driven development system where specs and tasks live in your repo and never drift 238 Claude Code, Codex, OpenCode 2 713 tok
acryldev/acryl acryl.dev ACRYL - Agent Context Relay Yielding Lifecycles. One persistent workspace, one canonical c 238 Claude Code, Codex, OpenCode 12 2,382 tok
justrach/codegraff codegraff.com graff — a fast agentic coding harness in Zig: multi-provider, MCP, workflows, DGM evolutio 238 Claude Code, Codex, OpenCode 2 2,417 tok
Hoylon/peerbridge-mcp Local-first, auditable multi-agent control room for coding, review, evidence, and private 238 Codex, OpenCode 1 200 tok
PerforatedAI/PerforatedAI Add Dendrites to your PyTorch Project 237 Codex, OpenCode 1 438 tok
coollabsio/maxio MaxIO, a better MinIO 237 Claude Code, Codex, OpenCode 2 3,883 tok
Alexwtlf/agentic-product-demo Create polished product demo videos with AI coding agents and Remotion. The UI is code, no 237 Claude Code, Codex, OpenCode 2 1,158 tok
feiskyer/codex-settings Curated skills, profiles, and config templates that supercharge Codex CLI — multi-model, d 236 Codex, OpenCode 1 1,236 tok
TryGhost/ActivityPub activitypub.ghost.org A full-featured ActivityPub server for networked publishing with Ghost 236 Claude Code, Codex, OpenCode 2 1,811 tok
oculus-samples/Unity-MRMotifs The developer community is beginning to show the world why Mixed Reality can be special. D 236 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,089 tok
Khalidabdi1/design-ai 236 Codex, OpenCode 1 337 tok
lynote-ai/humanize-text-skill lynote.ai Free AI Humanizer: Humanize AI Text Online 236 Claude Code, Codex, OpenCode 2 392 tok
yuque/yuque-mcp-server Yuque MCP Server - Model Context Protocol server for Yuque API 236 Codex, OpenCode 1 714 tok
alyraffauf/hoenn Multi-host NixOS, Darwin, and system-manager configurations with Nix. 235 Codex, OpenCode 1 384 tok
fugazi/test-automation-skills-agents A practical library of agents, instructions, and skills designed specifically for QA Autom 235 Claude Code, Codex, OpenCode 2 1,789 tok
gameknife/gkNextEngine gameknife.github.io gkNextEngine: cross platform 3D game engine written in modern c++ and vulkan with modern r 235 Claude Code, Codex, OpenCode 2 8,586 tok
cyjake/leoric leoric.js.org 👑 JavaScript ORM for MySQL, PostgreSQL, and SQLite. 234 Codex, OpenCode 1 1,259 tok
holtwood/awesome-cursorrules-zh lessup.github.io A curated collection of Cursor AI programming rules | 132+ rules covering 32 areas, includ 234 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,162 tok
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