How real projects configure their agents

43,608 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
bluzir/claude-code-design Claude Design reproduced for Claude Code — HTML decks, prototypes, design systems, animate 104 Claude Code 1 3,110 tok
muchengracedriver/awesome-requirements-writer Turn engineering intent into requirements that can be designed, reviewed, implemented, ver 104 GitHub Copilot 2 713 tok
vwww-droid/Mira Mobile runtime detection workbench for AI (iOS and Android) 104 Codex, OpenCode 1 1,376 tok
ataglianetti/inner-dialogue 104 Claude Code 1 3,074 tok
lawliet206/ROS ROS Noetic two-wheel differential-drive autonomous mobile robot: ESP32 chassis (PID/encode 104 Claude Code, Codex, OpenCode 2 2,251 tok
unraid/apprise-go Apprise, Ported to Go 104 Codex, OpenCode 1 306 tok
robonuggets/hyperframes-helper Hyperframes Helper — three-level kit for HTML-to-MP4 motion-graphics videos. By RoboNugget 104 Claude Code 1 497 tok
openkaiden/kaiden openkaiden.ai 104 Claude Code, Codex, OpenCode 5 2,649 tok
doordash-oss/agentic-orchestrator 104 Codex, OpenCode 1 1,416 tok
hect0x7/jmcomic-ai pypi.org JMComic Agent Skills / AI-native JMComic assistant: inject JMComic into your AI Agent thro 104 Claude Code, Codex, Gemini CLI, OpenCode 3 1,807 tok
zoharbabin/due-diligence-agents zoharbabin.com Legal flags a risk. Finance flags another. We connect and cite. Open-source forensic M&A d 104 Claude Code 6 3,693 tok
Swttch/swttch plugins.jetbrains.com Claude Code GUI plugin for JetBrains IDEs. (ex - Claude Code with GUI) 104 Claude Code, Codex, OpenCode 2 9,146 tok
PixelPaw-Labs/codex-trace OpenAI Codex CLI session log viewer for JSONL files in ~/.codex/sessions. Browse conversat 104 Claude Code, Codex, OpenCode 5 614 tok
brilliantlabsAR/brilliant_sdk All Brilliant SDKs in one monorepo 104 Claude Code, Codex, OpenCode 4 1,822 tok
rubys/roundhouse rubys.github.io Rails as a specification; the deployment target is a build flag 104 Codex, OpenCode 1 1,220 tok
hechtcarmel/jetbrains-debugger-mcp-plugin 104 Claude Code 1 3,880 tok
uni-helper/skills uni-app skills 104 Codex, OpenCode 1 1,877 tok
rand/rlm-claude-code Recursive Language Model integration for Claude Code - intelligent multi-provider routing 104 Claude Code 9 2,252 tok
joelmoss/proscenium Modern client-side development for Rails 104 Claude Code 6 1,998 tok
Ranteck/graph-engineer 103 Claude Code, Codex, OpenCode 7 3,964 tok
zizicici/Watermelon iOS Photos Backup App. Supports Backup to External Storage, SMB, WebDAV, S3-Compatible Buc 103 Claude Code, Codex, OpenCode 2 1,492 tok
openshift/rosa 103 Claude Code, Codex, Gemini CLI, OpenCode 7 3,213 tok
Mohitur669/code-editor A real-time code editor built with Node.js, React.js and Socket.io which provides a range 103 Codex, OpenCode 1 493 tok
YUST777/verdict-community verdict.run A modern, all-in-one competitive programming environment. Solve Codeforces problems with a 103 Gemini CLI 2
olorehq/olore olore.dev Turn library docs into local Agent Skills 103 Claude Code, Codex, OpenCode 7 210 tok
Arthur19940725/stock-analysis-skill Source-backed stock research skill with deterministic scenario rating 103 Codex 1
IceYGO/windbot A C# bot for ygopro, compatible with the ygosharp server. 103 Codex, OpenCode 1 5,254 tok
swarmauri/swarmauri-sdk swarmauri.com Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embedding 103 Codex, OpenCode 1 537 tok
toolboxmd/karpathy-wiki Karpathy Wiki - Claude Code skills for building persistent, compounding knowledge bases. B 103 Claude Code, Codex, OpenCode 3 922 tok
closedloop-ai/claude-plugins Open-source Claude Code plugins for multi-agent software delivery. Plan-first SDLC workflo 103 Claude Code, Codex, OpenCode 2 3,027 tok
natsukium/dotfiles dotfiles.natsukium.com Nix dotfiles for NixOS, Darwin and WSL 103 Claude Code 2
vincanger/envelope-budgeting-test full-stack vibe coding template (envelope budgeting app) 103 Cursor 1 3,974 tok
contentful/contentful-import Node module that uses the data provided by contentful-export to import it to contentful sp 103 Codex, OpenCode 1 984 tok
gabeklein/expressive-mvc Define classes to organize and control state used by React apps 103 Claude Code, Codex, OpenCode 2 2,775 tok
montanaflynn/botctl botctl.dev Manage persistent AI bots with a terminal dashboard, web UI, and declarative configuration 103 Claude Code 1 1,056 tok
marcoturi/react-redux-boilerplate A meticulously crafted, extensible, and robust architecture for constructing production-gr 103 Claude Code, Codex, OpenCode 2 1,688 tok
NEDONION/lobster0 lobster0.jchu.tech Lobster0 — a self-hosted OpenClaw-inspired AI agent with persistent memory, governed auton 103 Codex, OpenCode 1 2,345 tok
dainsiahtill-dev/Polaris Polaris is the transaction-driven core of an AI software factory. It is not a chat-based p 103 Claude Code, Codex, OpenCode 3 36,838 tok
KaimingWan/oh-my-kiro 103 Codex, OpenCode 1 1,218 tok
s-morgan-jeffries/apple-mail-fast-mcp 🤖 MCP server for Apple Mail - Manage emails with AI using Claude Desktop. Search, send, o 103 Claude Code, Codex, OpenCode 11 1,782 tok
tig/mcec tig.github.io The Model Context Environment Controller is eyes, hands, and a safe front door for agents 103 Codex, OpenCode 1 4,279 tok
vishalmdi/ai-native-pm-os The exhaustive guide to mastering Claude for Product Managers. Build your AI-native PM OS 103 Claude Code, Codex, Gemini CLI, OpenCode 13 6,583 tok
agno-agi/vibe-video agno.com Create motion-graphics videos from natural-language using Hyperframes. Researches topics, 103 Claude Code 1 1,501 tok
faramesh/faramesh-core docs.faramesh.dev Governance-as-Code for AI agents. Declarative constraints with deterministic enforcement. 103 GitHub Copilot 1 210 tok
flowing-abyss/obsidian-hybrid-search Hybrid search for Obsidian vaults via plugin, CLI, and MCP server 103 Claude Code 1 1,902 tok
PaulBratslavsky/astro-strapi-example-project 103 Claude Code 2 796 tok
chinawsb/daofy Daofy for Delphi — MCP Server that compiles Delphi projects and queries knowledge base for 103 Codex, OpenCode 1 7,024 tok
uilibs/uiprotect Python API for UniFi Protect (Unofficial) 103 Claude Code, Codex, OpenCode 2 6,175 tok
agentopology/agentopology agentopology.com Harness as code — the Terraform for AI agents. Define your agent team AND its memory once, 103 Claude Code 9
1amageek/SwiftAgent A type-safe, declarative AI agent framework for Swift. Build composable AI pipelines wit 103 Claude Code, Codex, OpenCode 2 16,554 tok