How real projects configure their agents

24,692 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
Lichas/maxclaw maxclaw.top OpenClaw-Style Local-First AI Agent in Go - Low-Memory, Private, UI-Ready, Out-of-the-Box 230 Claude Code, Codex, OpenCode 2 2,183 tok
rohunj/claude-build-workflow Automated workflow for building apps with Claude Code. Describe what you want, answer ques 230 Claude Code, Codex, OpenCode 2 3,171 tok
chuckreynolds/social-profile-image-sizes chuckreynolds.com Social media profile image size reference guide. Open Graph, Twitter Cards, etc. 230 Claude Code, Codex, OpenCode 3 1,484 tok
vast-ai/vast-cli vast.ai Vast.ai python and cli api client 230 Codex, OpenCode 1 106 tok
lhl/agentic-memory 230 Claude Code, Codex, OpenCode 2 1,251 tok
cynative/cynative cynative.com Open-source AI agent framework for security engineering across AWS, GCP, Azure, Kubernetes 230 Claude Code, Codex, OpenCode 2 8,925 tok
Helweg/open-codebase-index Semantic codebase indexing and search for OpenCode, Claude, Codex, Pi, Jcode, and MCP host 230 Codex, OpenCode 1 4,371 tok
Ryder-MHumble/Meldwork ryder-mhumble.github.io Local-first AI agent workspace for multi-agent collaboration, agent orchestration, scoped 230 Codex, OpenCode 1 429 tok
Jmiao11/bili-music Bili Music is a desktop music player built with Tauri v2 + Rust that uses Bilibili's music 230 Codex, OpenCode 1 4,639 tok
Ingar30/reviewer 230 Codex, OpenCode 2 1,468 tok
aws-samples/serverless-full-stack-webapp-starter-kit Full stack webapp kit to leverage the power of serverless! 229 Codex, OpenCode 1 2,447 tok
DeckardGer/tanstack-agent-skills TanStack Agent Skills: Best practices for TanStack Query, Router, and Start for AI coding 229 Claude Code, Codex, OpenCode 2 1,286 tok
antopolskiy/kanban-md File-based kanban board for autonomous agentic loop. CLI and TUI for multi-agent workflows 229 Claude Code, Codex, Gemini CLI, OpenCode 10 433 tok
jmagly/aiwg aiwg.io Reusable project context and specialist workflows for the AI tools you already use. Agents 229 Claude Code, Codex, OpenCode, Windsurf 3 931 tok
popstas/telegram-download-chat Download any Telegram chat history: CLI, GUI, WebUI, MCP, Skill 229 Claude Code, Codex, OpenCode, Windsurf 4 7,110 tok
Cuongyd196/auto-compare-video facebook.com 🎬 Tạo video "so sánh kiến thức" ngắn tự động — HyperFrames + AI voice, 1 template nhiều c 229 Claude Code, Codex, OpenCode 2 3,464 tok
KbWen/agentic-os kbwen.com Governance framework for AI coding agents. It runs them through a five-step workflow (plan 229 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 55 5,159 tok
RandyChen1985/nanzi-ai-agent-platform 🚀 Open-source enterprise-grade multi-agent platform and ChatBI data insights platform. Su 229 Claude Code, Codex, Gemini CLI, OpenCode 32 1,293 tok
stephenlzc/AI-Powered-Literature-Review-Skills AI-driven systematic academic literature review tool | AI-Powered Literature Survey Tool w 229 Codex, OpenCode 1 4,040 tok
edonadei/caliper deepwiki.com Run your real agent with and without your skills, MCPs, and rules. See which ones actually 229 Codex, OpenCode 1 673 tok
olo-dot-io/Uni-CLI olo-dot-io.github.io One command for every interface—search, run, and inspect real software across APIs, browse 228 Codex, OpenCode 1 1,974 tok
Piebald-AI/splitrail splitrail.dev Fast, cross-platform, real-time token usage tracker and cost monitor for Claude Code / Cod 228 Claude Code, Codex, OpenCode 8 363 tok
mubaidr/gem-team mubaidr.github.io Turn AI coding into an engineering process. 228 Claude Code, Codex, OpenCode 14 1,442 tok
joyehuang/minimind-notes minimind.wiki 🚀 [Build an LLM from Scratch] A minimal, principle-first guide to understanding and build 228 Claude Code, Codex, OpenCode 2 6,709 tok
AS-FOSS/mandible A Universal TUI Manual Viewer for CLI Tools in Rust 228 Claude Code, Codex, OpenCode 2 5,504 tok
mtarcure/claude-vibe-squad Markdown-first orchestration for 71 specialists across Codex, Claude, Gemini, and Grok. Ch 228 Claude Code, Codex, Gemini CLI, OpenCode 11 1,961 tok
dslsdzc/rev-skills 121 reverse-engineering AI skills (publishable and cross-platform): malware analysis / sof 228 Claude Code, Codex, OpenCode 2 5,768 tok
vitorbaptista/shellshare shellshare.net Live terminal broadcasts 227 Claude Code, Codex, OpenCode 3 5,794 tok
kaptinlin/jsonschema Go library for JSON Schema Draft 2020-12 validation with enhanced outputs and multilingual 227 Claude Code, Codex, OpenCode 3 2,441 tok
fy0/CodeKanban Manage all your terminals and ai coding agents from one unified page. 227 Codex, OpenCode 1 689 tok
steipete/tmuxwatch tmuxwatch.com A simple TUI to watch tmux sessions 227 Codex, OpenCode 1 2,085 tok
liyingsong99/AIBridge AI Unity development harness that combines project-local workflows, AIBridge Skills, CLI a 227 Codex, OpenCode 1 1,512 tok
eddmpython/dartlab eddmpython.github.io Korean DART + SEC EDGAR filings as structured Python data for company analysis 227 Claude Code, Codex, OpenCode 2 1,334 tok
andreszs/ComfyUI-OpenPose-Studio OpenPose Studio node for ComfyUI workflows. 227 Codex, OpenCode 1 792 tok
scarletkc/agents Shared standards and reusable skills for Claude Code, Codex CLI, and other AI coding agent 227 Claude Code, Codex, OpenCode 2 708 tok
tamdogood/builder-essential-skills npmjs.com A repository for skills that are essential to my daily work 227 Codex, OpenCode 1 225 tok
yusong652/itasca-mcp pypi.org MCP server connecting AI agents to ITASCA engines (PFC, FLAC, 3DEC, MPoint, MassFlow) — ru 227 Codex, OpenCode 1 2,179 tok
hoangnb24/skills 227 Codex, OpenCode 1 272 tok
validatedev/BrewServicesManager A macOS menu bar app for managing Homebrew services 226 Claude Code, Codex, OpenCode 2 1,327 tok
kstenerud/yoloai yoloai.dev Your agent is a security risk, so treat it like one. yoloAI does AI agent sandboxing right 226 Claude Code, Codex, OpenCode 5 3,914 tok
streamlit/agent-skills A collection of agent skills for development of Streamlit apps. 226 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,428 tok
OdradekAI/bundles-forge An agentic skills framework & bundle-plugin engineering toolkit that works. 225 Claude Code, Codex, Gemini CLI, OpenCode 3 3,436 tok
eastlondoner/mineflare 225 Claude Code, Codex, OpenCode 2 6,460 tok
comet-ml/opik-mcp comet.com Model Context Protocol (MCP) server for Opik, the open-source LLM observability and evalua 225 Claude Code, Codex, OpenCode 12 1,863 tok
theexperiencecompany/gaia-ui ui.heygaia.io Beautifully designed components for building AI Agents 🌎 225 Claude Code, Codex, OpenCode 3 2,960 tok
roryeckel/wyoming_openai OpenAI-Compatible Proxy Middleware for the Wyoming Protocol 225 Claude Code, Codex, OpenCode 5 1,099 tok
Staks-sor/ai-free Open-source local AI client and coding agent for DeepSeek, Qwen, ChatGPT and EconomyOS wit 225 Codex, OpenCode 1 245 tok
first-fluke/fullstack-starter deepwiki.org Production-ready fullstack monorepo template with Next.js, FastAPI, Flutter, Terraform, an 225 Claude Code, Codex, OpenCode 7 1,029 tok
aigorahub/elves aigorahub.github.io Autonomous multi-batch development skill for Claude Code and Codex. They work while you sl 224 Codex, OpenCode 1 3,970 tok
team-telnyx/ai telnyx.com Official one-stop shop for AI Agents and developers building with Telnyx. 224 Codex, Cursor, OpenCode 2 2,810 tok