How real projects configure their agents

32,436 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
duckbugio/flock roost.duckbug.io Autonomous AI dev-team bot 501 Claude Code, Codex, Gemini CLI, OpenCode 4 393 tok
epam/ai-dial-chat chat.dialx.ai A default UI for AI DIAL 501 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 56 2,530 tok
shadcn-labs/agentcn agentcn.run shadcn/ui, but for building agents. 🤖 501 Claude Code, Codex, Cursor 4 —
istvan-ujjmeszaros/touchspin Touch-friendly numeric spinner for React, Tailwind, and vanilla JavaScript 499 Claude Code, Codex, OpenCode 3 3,373 tok
Geek-1001/arcmark geek-1001.github.io macOS bookmark manager that attaches to any browser window as a sidebar 499 Claude Code 1 2,879 tok
OpenLegged/URDF-Studio urdf.enkeebot.com URDF-Studio is a web-based visual URDF robot modeler with 3D workspace, structured skeleto 499 Claude Code, Codex, OpenCode 2 2,849 tok
michaellatman/mcp-get Archived: mcp-get is no longer maintained. 499 Claude Code 1 743 tok
obra/episodic-memory 499 Claude Code 1 1,687 tok
sysprog21/zhtw-mcp A linguistic linter for Traditional Chinese (zh-TW) 498 Claude Code 3 —
GlitterKill/sdl-mcp Symbol Delta Ledger (SDL-MCP) is a policy-centered context budget layer for coding agents: 497 Claude Code, Codex, OpenCode 5 3,059 tok
daha1216/dsh-adult-tension DeepSeek-native armor-piercing 18+ interactive narrative Skill: lifelike NPCs (with memory 497 Claude Code, Codex, OpenCode 2 35 tok
nishimoto265/Claude-Code-Communication 496 Claude Code 1 163 tok
saltbo/agent-kanban agent-kanban.dev An agent-first task board, Take human out of the loop. 496 Claude Code, Codex, OpenCode 6 643 tok
agent-next/polymarket-paper-trader polymarket-leaderboard.com Paper trading simulator for Polymarket 496 Claude Code, Codex, OpenCode 3 1,272 tok
superserve-ai/superserve superserve.ai Sandbox infrastructure for AI Agents 496 Claude Code 1 1,697 tok
temm1e-labs/temm1e temm1e.com One of the ground zero for AGI, maybe, probably. Free and Open Source forever and ever! 495 Claude Code 1 2,378 tok
0xnyn/canary QA harness built for Claude Code | E2E testing with screen recordings, console logs, netwo 495 Claude Code, Codex, OpenCode 2 1,661 tok
ankitvgupta/exo exo.email Claude Code for your Inbox 494 Claude Code 8 7,393 tok
allgpt-co/QuickVoice quickvoice.co Open-source, self-hostable platform for building and operating AI phone agents. 494 Claude Code, Codex 66 —
text2future/flowix Notes for you, Memory for your agents. / Built-in Deepseek harness Agent / Suitable for of 494 Claude Code, Codex, OpenCode 2 7,598 tok
Horace-Maxwell/horosa-skill Give your AI a locally hosted metaphysics expert: calculate all 92 divination and astrolog 494 Claude Code, GitHub Copilot, Gemini CLI 3 2,087 tok
aj-geddes/claude-code-bmad-skills BMAD Method skills for Claude Code - Auto-detection, Memory integration, Slash commands. T 493 Claude Code 1 1,487 tok
umputun/cc-thingz various things for claude code 493 Claude Code 1 1,413 tok
datawhalechina/learn-world-model datawhalechina.github.io Learn everything about world model 493 Claude Code 1 1,319 tok
aiblueprinthq/ai-blueprint ai-blueprint.dev A file-backed, spec-driven AI coding workflow framework for building real software while s 493 Claude Code, Codex, OpenCode 23 1,184 tok
ArisGuimera/MobiAI-Core 492 Claude Code, Codex, Gemini CLI, OpenCode 3 199 tok
zhuyansen/agent-skills-hub agentskillshub.top AgentSkillsHub (agentskillshub.top) — security-graded directory of open-source Claude skil 492 Claude Code 6 2,570 tok
IvanWng97/pixtuoid pixtuoid.dev Terminal pixel-art office for AI coding agents 491 Claude Code, Codex, GitHub Copilot, OpenCode 7 4,804 tok
microsoft/conductor A CLI tool for defining and running multi-agent workflows with the GitHub Copilot SDK and 491 Claude Code, Codex, OpenCode 2 1,634 tok
exon-research/genomi genomiagent.com Local-first, open-source Claude Science alternative, before Claude Science is a thing. Tur 490 Claude Code, Codex, OpenCode 2 5,828 tok
GoPlusSecurity/agentguard Security guard for AI agents — blocks malicious skills, prevents data leaks, protects secr 490 Claude Code 1 340 tok
secondsky/sap-skills sap-ai-skills.com Production-ready plugins for SAP development with AI coding assistants — BTP, CAP, Fiori, 490 Claude Code, Codex, OpenCode 2 2,798 tok
paritytech/subxt Interact with Substrate based nodes in Rust or WebAssembly 490 Claude Code 1 —
SuperJJ007/CSSwitch Connect your own API to Claude Science with one click: DeepSeek / Qwen / Zhipu GLM / Kimi 489 Claude Code, Codex, OpenCode 5 734 tok
cablate/mcp-google-map npmjs.com 18 Google Maps tools and 3 Agent Skills for place search, routes, travel planning, and loc 489 Claude Code 2 392 tok
leancoderkavy/premiere-pro-mcp premiere-pro-mcp.com Adobe Premiere Pro MCP — independent, local-first server for supported workflows. Connect 489 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 9 4,050 tok
claude-did-this/claude-hub A webhook service that connects Claude Code to GitHub repositories, enabling AI-powered 489 Claude Code 1 3,304 tok
ag-grid/ag-charts charts.ag-grid.com AG Charts is a fully-featured and highly customizable JavaScript charting library. The pro 489 Claude Code, Codex, OpenCode 9 1,957 tok
daloopa/investing 488 Claude Code 25 1,653 tok
angelnicolasc/graymatter graymatter.nickcerutti.workers.dev 30 sec to give your AI agents persistent memory. Reduce 90% token consumption while also m 488 Claude Code, Codex, OpenCode 2 2,408 tok
r3bl-org/r3bl-open-core r3bl.com Fully async Rust TUI engine 🦀. For powering AI/LLM coding agents, Cloud/SSH workflows & i 486 Claude Code, Codex, OpenCode 26 9,787 tok
ethpandaops/ethereum-package A Kurtosis package that deploys a private, portable, and modular Ethereum devnet 486 Claude Code 1 —
scunning1975/MixtapeTools Tools for coding, teaching, and presentations with AI assistance 486 Claude Code 11 —
realopslabs/kubeledger kubeledger.io System of Record for Kubernetes cost accounting: per-namespace CPU, memory and GPU usage, 486 Claude Code 1 1,092 tok
instructure/instructure-ui instructure.design A UI Component Library made by Instructure, Inc. 486 Claude Code 9 1,459 tok
taovc/pr-cockpit Local AI PR workbench — Claude/Codex review in isolated git worktrees, human-gated GitHub 485 Claude Code, Codex, OpenCode 1 7,395 tok
Merit-Systems/OpenInstinct openinstinct.sh iMessage personal assistant + password vault 484 Claude Code, Codex, OpenCode 2 1,532 tok
sunchaokun/PPT-Design-Skill sunchaokun.github.io Precision PPT design skill for OpenCode/Claude Code/Codex, with 40,000+ styles, pixel-perf 483 Claude Code, Codex, OpenCode 2 581 tok
vercel-labs/personal-agent-template personal-agent-template.vercel.app Open-source template for a durable personal AI agent — web chat, Slack, Linear, and long-t 483 Claude Code, Codex, OpenCode 2 721 tok
juyterman1000/entroly juyterman1000.github.io Cut AI context cost without trusting the compressor. Every reduction is reversible, byte-e 483 Claude Code, Codex, Gemini CLI, OpenCode 6 4,667 tok