How real projects configure their agents

43,579 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
AetherHeart-AI/Aeloon Aeloon Agent 133 Claude Code, Codex, OpenCode 2 2,187 tok
chaohong-ai/ai-auto-work Automatically completes the full workflow from requirement research → research review → pl 133 Claude Code, Codex, OpenCode 30 1,817 tok
tinyhumansai/tiny.place tiny.place The social economy for autonomous AI agents. 133 Claude Code, Codex, OpenCode 2 3,379 tok
forsonny/Claude-Code-Novel-Writer Use Claude Code CLI to write full novels 133 Claude Code, Codex, OpenCode 19 1,770 tok
try-works/recursive-mode recursive-mode.dev Recursive workflow for agentic engineering. Like Factory Missions but properly recursive, 133 Codex, OpenCode 1 1,719 tok
cemalturkcan/opencode-anthropic-login-via-cli OpenCode plugin for using Anthropic models with your Claude Pro/Max subscription 133 Codex, OpenCode 1 305 tok
SukinShetty/Nemp-memory nemp.dev Nemp - The memory plugin for Claude Code that remembers everything. 133 Claude Code 1 222 tok
juspay/neurolink neurolink.ink One TypeScript interface for 24+ LLM providers — swap providers without rewriting. MCP-nat 133 Claude Code 1 11,103 tok
vibe-cafe/vibe-usage-app vibecafe.ai Token usage statistics tool (macOS app) 133 Codex, OpenCode 1 8,165 tok
samuelhe52/AniShelf A digital bookshelf for your anime – track, organize, and revisit your favorite series wit 133 Claude Code, Codex, OpenCode 13 1,090 tok
danyuchn/pii-guard Traditional Chinese (Taiwan) personal data de-identification tool that allows business doc 133 Claude Code, Codex, OpenCode 3 1,416 tok
duoduoler-ops/Table-GitHub-Capability-Router GitHub intake and capability routing for Obsidian, Codex, and Claude Code | Automatically 133 Claude Code, Codex, OpenCode 3 404 tok
epheterson/immich-apple-silicon Maximize Apple Silicon usage with Immich in Docker — ML, VideoToolbox transcoding, Core Im 133 Claude Code 1 763 tok
superhero-tech/super-brain Product Builder Second Brain - AI Product Heroes Edition 3 133 Claude Code, Codex, OpenCode 10 438 tok
jamesmontemagno/ohmyposh-configurator configurator.ohmyposh.dev Design beautiful terminal prompts without touching configuration files 133 Claude Code, Codex, GitHub Copilot 5 1,937 tok
microsoft/AutoGenesis AutoGenesis is an AI-powered automated testing framework based on Model Context Protocol ( 133 Claude Code, Codex 2
thearnavrustagi/marketmenow An agentic outbound marketing automation for startups (ClawCompatible) 133 Claude Code, Codex, OpenCode 2 6,328 tok
appleweiping/WEIPING_WHALE Terminal-native DeepSeek coding agent: side-git snapshots, session fork/backtrack, auto mo 132 Codex 1
vaneenige/monochrome-ui Accessible UI component library. Best performance out of the box. HTML first, React and Vu 132 Codex, OpenCode 1 3,978 tok
sandgardenhq/sgai Sandgarden AI Software Factory 132 Codex, OpenCode 1 1,443 tok
9600dev/mmr Python based algorithmic trading platform for Interactive Brokers 132 Claude Code 1 30,767 tok
ls1intum/thesis-template-typst TUM AET thesis typst template 132 GitHub Copilot 1 1,302 tok
hassanabidpk/searchrestaurant searchrestaurant.pythonanywhere.com Apps are built using Google Maps SDK, Geocoding and Foursquare APIs 132 Claude Code, Codex, OpenCode 2 770 tok
appotry/docker-hexo Hexo Docker one-click deployment environment. Add CJK support, with a detailed tutorial 132 Codex, OpenCode 1 1,761 tok
arindamxd/camerax-android arindamxd.github.io A Play Store camera app showing Jetpack CameraX APIs in Kotlin — install it, use it, copy 132 Claude Code, Codex, OpenCode 22 3,544 tok
jayminwest/seeds Git-native issue tracker for AI agent workflows. Zero dependencies, JSONL storage, Bun run 132 Claude Code, Codex, OpenCode 9 8,505 tok
haacked/dotfiles My dotfiles and scripts I use on dev machines 132 Claude Code, Codex, OpenCode 2 191 tok
JamsusMaximus/codemap Real-time pixel-art visualization of Agent (Cursor & Claude Code) activity 132 Claude Code 1 2,933 tok
ikamensh/kodo Orchestrator for AI coding (claude code, cursor, codex, gemini) 132 Claude Code, Codex, OpenCode 2 2,244 tok
okikusan-public/stock_skills 132 Claude Code 12 1,275 tok
superdesigndev/loopany A pattern for building self-iterating agents using LLMs. 132 Claude Code 1 3,571 tok
terranc/claude-telegram-bot-bridge A lightweight Telegram bot that bridges Claude Code to any local folder, with autostart su 132 Claude Code 2 1,883 tok
aws-samples/sample-agentic-platform A sample agentic ai platform to run agentic workflows on AWS using either EKS or Bedrock A 132 Claude Code, Codex, OpenCode 3 5,144 tok
psu-efd/pyHMT2D Python Hydraulic Modeling Tools - 2D 132 Claude Code, Codex, OpenCode 11 2,924 tok
HappyLifeOk/cc-3-8-x-mcp MCP service + offline CLI for Cocos Creator 3.8.x: exposes the editor's scene, asset, prev 132 Codex, OpenCode 1 1,566 tok
PeakCode-AI/PeakCode peakcode-ai.github.io A unified interface for managing AI coding agents including Claude Code, Codex, Gemini, Ki 132 Claude Code, Codex, OpenCode 2 4,022 tok
XunMengWinter/xiaohongshu-assistant Generate Xiaohongshu topics, copy, and covers by calling the local Codex CLI and API 132 Codex, OpenCode 1 977 tok
vinta/hal-9000 Opinionated AI coding agent and dev environment automation for macOS 132 Claude Code, Codex, OpenCode 4 1,455 tok
mark3labs/kit go-kit.dev KIT (Knowledge Inference Tool) — A lightweight AI agent for coding 132 Codex, OpenCode 1 2,038 tok
goern/forgejo-mcp codeberg.org MIRROR ONLY!! This Model Context Protocol (MCP) server provides tools and resources for in 132 Claude Code, Codex, OpenCode 54 4,357 tok
lacvietanh/aki-mcp-sv akimcp.top Custom MCP [Connector] for AI chat web [Claude|ChatGPT|Grok...] use Files/Shell on your co 132 Claude Code 1 1,383 tok
FlanChanXwO/pixiv-cli Pixiv, in your terminal — a CLI, MCP server, and Go SDK for discovery, accounts, creators, 132 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,095 tok
czlonkowski/n8n-mcp-cc-buildier 132 Claude Code, Codex, OpenCode 13 4,701 tok
kisaragi-mochi/stackchan-mcp MCP gateway for StackChan (xiaozhi-esp32): bridge any MCP client to a CoreS3 + servo + cam 132 Codex, OpenCode 1 770 tok
bitsocialnet/5chan 5chan.app A Bitsocial app with an imageboard UI 132 Claude Code, Codex, OpenCode 32 2,500 tok
koolamusic/claudefiles andrewmiracle.com A minimal catalog of my favourite skills for working with claude 131 Claude Code 1 725 tok
302ai/302-AI-Studio 131 Claude Code, Codex, Gemini CLI, OpenCode 11 2,311 tok
shovel-heroes-org/shovel-heroes Shovel Hero 131 Claude Code 1 726 tok
AlphaLab-USTC/OhMyCode Minimal and Customizable CC-Style Coding Agent 131 Claude Code, Codex, OpenCode 26 1,372 tok
moclojer/moclojer docs.moclojer.com Simple and efficient HTTP and Webscoket mock server with specification in yaml, edn or Ope 131 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,554 tok