How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
redpanda-data/protoc-gen-go-mcp Go protobuf compiler extension to turn any gRPC service into an MCP server 230 Claude Code 1 1,015 tok
kooshi/SharpToolsMCP A suite of MCP tools for AIs to analyze and modify C# solutions with high signal, Roslyn p 230 GitHub Copilot 1 1,014 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
cso1z/claude-ip-guard A Claude Code hook plugin for IP-based access control · Prevents Claude account bans · Cla 230 Claude Code 3 —
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
Penecruz/VAICOM-Community VAICOM for DCS World 230 Claude Code, GitHub Copilot 2 1,510 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 1,038 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
initializ/forge go.useforge.ai Forge is the open-source runtime for Anthropic's Agent Skills standard — built for the age 229 Claude Code 3 605 tok
O0000-code/paper-search-pro o0000-code.github.io Academic literature discovery as a Skill — Claude Code · Codex · any agent that loads SKIL 229 Claude Code 1 1,067 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
mtarcure/claude-vibe-squad Markdown-first orchestration for 71 specialists across Codex, Claude, Gemini, and Grok. Ch 229 Claude Code, Codex, Gemini CLI, OpenCode 11 1,961 tok
isomoes/claude-code-zed Zed extension for Claude Code CLI integration 229 Claude Code 1 175 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
861172923/Unity-Skills Unity Skills 228 Claude Code 1 45 tok
dannymcc/Granola-to-Obsidian An Obsidian plugin to automatically sync notes from Granola AI 228 Claude Code 1 2,639 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
Garudex-Labs/caracal caracal.run 🐾 Authority, not credentials, for AI agents: policy-approved actions, delegation that can 228 Claude Code, GitHub Copilot 19 4,434 tok
davidliuk/graph-of-skills [EMNLP '26] Dependency-Aware Structural Retrieval for Massive Agent Skills 228 Claude Code 1 1,901 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
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
ushironoko/octorus crates.io Review GitHub PRs and local diff in your terminal, with AI-powered automated review & fix 227 Claude Code 2 1,188 tok
liyingsong99/AIBridge AI Unity development harness that combines project-local workflows, AIBridge Skills, CLI a 227 Codex, OpenCode 1 1,617 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
claudioemmanuel/squeez Hook-based token compressor for 7 AI CLI hosts (Claude Code, Copilot CLI, OpenCode, Gemini 227 Claude Code 1 1,468 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
sahin/ai-rules 227 Claude Code 11 —
timothywarner-org/claude-code techtrainertim.com Claude Code and Large-Context Reasoning (O'Reilly Live Learning) 226 Claude Code, GitHub Copilot 23 5,219 tok
ArtemXTech/claude-code-obsidian-starter artemxtech.substack.com Free starter kit: Claude Code + Obsidian. Pre-configured vault with skills for projects, t 226 Claude Code 1 258 tok