How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
aontu-lang/aontu Ontology support system for agent development 11 Claude Code, Codex, OpenCode 2 10,687 tok
chenzc24/t28-ioring 11 Claude Code, Codex, OpenCode 2 2,773 tok
a9a4k/vscode-deck Agentic Development in VS Code 11 Claude Code, Codex, OpenCode 9 246 tok
RuBiCK/ynab-sqlite-export Dump your entire YNAB account into a local SQLite file. Zero dependencies, incremental syn 11 Claude Code, Codex, OpenCode 2 293 tok
SpillwaveSolutions/wiki_ticket_sdd Local-first, git-native visible-WIP work tracking (worklog) + Claude Code plugin 11 Claude Code, Codex, OpenCode 21 1,506 tok
baizhiheizi/enjoy_player player.enjoy.bot 11 Claude Code, Codex, Cursor, OpenCode 45 1,685 tok
jasonhnd/design-md-generator Generate publication-quality DESIGN.md files from any website URL. Extract computed styles 11 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,427 tok
RooAGI/Lint-AI rooagi.github.io Memory Layer for AI Agents 11 Claude Code 1
Awesome-Embedded-Learning-Studio/CFDesktop awesome-embedded-learning-studio.github.io This is a Repo that Desktop can be deployed on Any Embedded Device enable to run Qt 11 Claude Code, Codex, OpenCode 11 556 tok
LayZeeDK/angular-typechecker A type-checker (no build/emit) for Angular projects, including libraries. Perfect for Agen 11 Claude Code, Codex, OpenCode 5 16,893 tok
RZX00/deepseek-harness-desktop DeepSeek Harness with a Windows desktop build: an Electron shell over the dsh web profile, 11 Claude Code, Codex, OpenCode 13 3,562 tok
moasq/agentic-ship Open-source toolkit for shipping real products with coding agents: durable product contrac 11 Claude Code, Codex, OpenCode 4 11,613 tok
cvander/Maya Collection of skills and agent tools to run a bar in San Francisco 11 Claude Code, Codex, OpenCode 2 2,469 tok
bernierllc/agents-environment-config Create a common base agents config for a dev environment. 11 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 6 1,768 tok
Augustas11/macprovider Mac Provider — pooled MLX inference network for Apple Silicon Macs 11 Claude Code, Codex, OpenCode 2 2,021 tok
hongmaple0820/agent-academy Agent Academy is an open-source AI Agent training knowledge base dedicated to providing AI 11 Claude Code 1 1,816 tok
playpip/pip-web playpip.io Casual poker, redesigned — clean single-player Texas Hold'em. Play money, no account neede 11 Claude Code, Codex, OpenCode 2 1,470 tok
strelov1/spec-driven-tdd Multi-harness skill-pack fusing OpenSpec planning with Superpowers TDD/simplify/review int 11 Claude Code, Codex, Gemini CLI, OpenCode 3 363 tok
boldblackai/harness boldblackai.github.io Easy containerized agent environments 11 Claude Code, Codex, OpenCode 4 3,875 tok
atliq/recap Search your browsing history in plain English. Local-first RAG - Chrome extension + privat 11 Claude Code, Codex, OpenCode 2 2,631 tok
eaopen/eap-boot An open enterprise application platform that integrates various open-source projects as a 11 Claude Code, Codex, OpenCode 2 769 tok
forketyfork/walkthrough-plugin 11 Claude Code, Codex, OpenCode 2 1,629 tok
pedrohcgs/Claude-Mini 4-hour Notre Dame faculty seminar on agentic AI for academic research — Quarto slides + cu 11 Claude Code 4 1,337 tok
tig/silico Silico makes building maintainable firmware for embedded devices simple using AI. 11 Claude Code, Codex, OpenCode 2 23,252 tok
keith-wohnv/Static-Ads A Vibe Coded Static Ads Generator w/ Google Nano Banana & Claude Code Via VScode. 11 Claude Code 5 2,097 tok
wusaki0723/memory-template Portable GitHub memory vault template for Claude and AI assistants 11 Claude Code 8 558 tok
adamfaik/claude-code-pm-starter A ready-to-use Claude Code workspace for product managers: folders, context templates, and 11 Claude Code 1 166 tok
jkitchin/crucible 11 Claude Code 1 968 tok
patcon/polislike-partykit-reaction-canvas whispering-gallery.patcon.partykit.dev A real-time collaborative reaction canvas for gathering continuous polislike data. 11 Claude Code 1 1,933 tok
AAAAAln1/XiangXiong An experimental cognitive runtime for exploring object-centered autonomous agents. 11 Claude Code 1 2,370 tok
a31521424/pixel-to-beads Convert images into fuse bead (Perler/Hama) patterns with color quantization, dithering al 11 Claude Code, Codex, OpenCode 2 6,340 tok
magic3007/dotfiles 🤗 A collection of docker, gdb, git, vim, neovim, zsh, ranger, conda, and tmux configurati 11 Claude Code, Codex, OpenCode 2 5,892 tok
3xLABS/bachelor skills und anleitung zum schreiben von wissenschaftlichen arbeiten 11 Claude Code 9
Treasoni/kaoyan An intelligent graduate entrance exam study system built with Claude Code, integrating the 11 Claude Code, Codex, OpenCode 2 6,532 tok
deeptoai-com/kin kin.deeptoai.com Kin — web-based autonomous co-work agent platform 11 Claude Code 1 9,414 tok
maxmilian/markout A modern, native macOS Markdown editor for Apple Silicon — the spiritual successor to MacD 11 Claude Code 1 1,401 tok
inevolin/agentic-ai-safety-and-security-program ai.nevolin.be Agentic AI Safety & Security Program - Built at Anthropic’s Claude Opus 4.7 Hackathon 11 Claude Code 1 5,671 tok
Ceesaxp/gridka Light-weight CSV viewer/manipulator for macOS. 11 Claude Code 1 1,293 tok
z19r/whetstone whetstone.z19r.com whetstone | incredible optimization and caching for claude code | 💦🪨 11 Claude Code 1 5,931 tok
fini-net/gh-observer 🔎 Terminal UI for watching GitHub Actions CI/CD workflows with runtime metrics, queue tim 11 Claude Code 1 1,825 tok
CharmHealth/charm-mcp-server MCP server for CharmHealth 11 Claude Code 1 4,730 tok
AkifumiSato/akfm-nextjs-rules-demo 11 Claude Code 1 1,849 tok
tradermonty/claude-trading-agent Sample AI agent built on Claude Managed Agents — Streamlit chat UI with 10 trading analysi 11 Claude Code 2 1,024 tok
shayarnett/love2d-mcp MCP server for LÖVE2D game development - enables AI assistants to interact with running ga 11 Claude Code 1 331 tok
victorlpgazolli/barbatos barbatos.victorlpgazolli.dev Frida API and MCP Server for AI Agents & Android Debuggers 11 Claude Code, Gemini CLI 2 1,670 tok
rahulsethi/SAPDatasphereMCP MCP Server for SAP Datasphere 11 Claude Code 8 1,440 tok
provectus/awos-recruitment MCP server and CLI for discovering and installing AI coding assistant capabilities — skill 11 Claude Code 11
mycelium-cmbse/mycelium-hypha stariongroup.eu Hypha is the AI agent of the Mycelium ecosystem, a connecting filament between engineers a 11 Claude Code 1 3,098 tok
skyfox675/agents-skills A collection of agent configurations across AI services 11 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,140 tok
easlie114514/AICraft An Agent software that supports AI role profiles, fast seamless switching between multiple 11 Claude Code 1