How real projects configure their agents

32,552 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
Ruso-0/Nreki MCP plugin that saves 50%+ tokens per session for AI coding agents. Validates edits in RAM 11 Claude Code, Codex, OpenCode 2 1,124 tok
endorhq/capsule capsule.endor.dev Capsule is an interactive inspector that turns session logs into a browsable and explorabl 11 Claude Code 1 2,665 tok
richardplg2/figma-annotations VS Code extension — annotate Figma designs alongside code, export structured prompts for A 11 Claude Code 1 551 tok
zjio26/forge Forge — a solid harness-engineered workflow for Claude Code 11 Claude Code 1 1,216 tok
fatmali/wormhole fatmali.github.io Wormhole MCP: Collaborative AI Workflow Manager🌀 11 Claude Code, Codex, GitHub Copilot 2 1,448 tok
ai-shifu/skills ai-shifu.com Skills for creating 1v1 interactive courses with AI-Shifu 11 Claude Code, Codex, OpenCode 2 596 tok
mishahanin/heading-os mishahanin.github.io The operating system an executive runs their company from — research, communications, CRM, 11 Claude Code, Codex, OpenCode 5 6,823 tok
sifxprime/kodelyth-ecc ecc.kodelyth.com 70 agents · 196 skills · 103 commands · 44 hook entries · semantic intent routing · self-l 11 Claude Code, Codex, OpenCode 2 3,449 tok
kangig94/coral Teach Claude Code how you code - conventions, workflow, debate 11 Claude Code 8 —
Agentic-Assets/corbis-literature-starter-kit corbis.ai A lightweight Claude Code project for exploring academic literature, brainstorming researc 11 Claude Code, Codex, OpenCode 4 1,775 tok
Lanzelot1/claw-brain kayba.ai A knowledge brain for humans and agents alike. 11 Claude Code 10 1,242 tok
tristan-mcinnis/Multimodal-voice-assistant This project is a multi-modal AI voice assistant that uses LM Studio, OpenAI API or Claude 11 Claude Code 1 1,782 tok
0xjunha/darc grep-like session search tool for coding agents with Git-backed sharing (Codex, Claude Co 11 Claude Code, Codex, OpenCode 2 743 tok
sublang-ai/boss Delegate dev loops to Claude Code, Codex CLI, or any AI coder. Runs autonomously for hours 11 Claude Code, Codex, OpenCode 3 247 tok
galliani/contextmax curator.contextmax.dev 🚀 Browser-based tool for creating reusable sets of context for LLM. Improve response qual 11 Claude Code, Cursor 2 1,960 tok
mitshe/mitshe mitshe.com AI development platform sessions in isolated Docker containers, workflow automation, self- 11 Claude Code 1 3,014 tok
ourines/codes Codes CLI - Manage multiple Claude Code configurations with ease. Switch between differe 11 Claude Code 2 3,743 tok
smk-labs/claude-plugins One marketplace for everything I have built for Claude Code: plugins, skills, commands, an 11 Claude Code 1 787 tok
opensesh/karimo-overview karimo-overview.vercel.app Interactive Overview of how KARIMO works - Autonomous development framework for Claude Cod 11 Claude Code 34 —
Sanexxxx777/evidence-to-skill shulgin.is-a.dev Turn untrusted source material into compact, attributed AI skills through evidence gates a 11 Claude Code 1 232 tok
Global-mindee/WAY W.A.Y? (Who Are You? : I'm not a developer) — a personal AI harness that learns you, not a 11 Claude Code, Codex, OpenCode 16 8,580 tok
ezBuilder/code-brain Persistent memory, BM25 code search, MCP tools, and hook guardrails for AI coding agents — 11 Claude Code, Codex 14 904 tok
kcass16/kevin Your AI legal sidekick — a Claude skill for contract review, compliance, and AI governance 11 Claude Code 1 1,507 tok
mohankrishnaalavala/context-router pypi.org Memory-aware context engine for AI coding agents — up to 91% fewer tokens, 17/18 rank-1 ac 11 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 7 2,235 tok
brain-bootstrap/claude-code-brain-bootstrap 🧠 Give Claude Code the operating context it's missing: persistent rules, enforced hooks, 11 Claude Code 10 3,334 tok
MountainUnicorn/add getadd.dev ADD — Agent Driven Development. Coordinated AI agent teams that ship verified software. Sp 11 Claude Code, Codex, OpenCode 2 1,279 tok
hrygo/hotplex-legacy hrygo.github.io Archived - see https://github.com/hrygo/hotplex for active development 11 Claude Code, Codex 10 3 tok
Cavalry-Collective/visual-stack cavalry.sg A visual interface for building software with Claude Code/Codex. 11 Claude Code, Codex 1 7,228 tok
grippado/claude-atlas Scan, map, and visualize your Claude Code setup. Find duplicate agents, conflicting trigge 11 Claude Code 1 —
adamw7/tools Claude Code enforcer and adopter, context engineering, data oriented tools, compile time s 11 Claude Code, Codex, OpenCode 22 31,454 tok
carrotly-ai/gluon-agent AI coding agent orchestrator — run parallel Claude Code tasks in sandboxed Docker containe 11 Claude Code 3 5,431 tok
michaeloboyle/claude-langfuse-monitor npmjs.com Automatic Langfuse tracking for Claude Code 11 Claude Code 1 1,750 tok
linwk20/tmux-kanban An AI-native, lightweight web kanban board for tmux sessions and terminal agents. 11 Claude Code 1 3 tok
ychampion/codeclaw CLI for exporting Claude Code/Codex sessions to Hugging Face with privacy redaction, MCP m 11 Claude Code 2 280 tok
itsdevcoffee/plum 🍑 Discover and manage 750+ Claude Code plugins from 12 marketplaces. Fast TUI with fuzzy 11 Claude Code 1 506 tok
dryvist/nix-ai Your AI coding toolkit, declared in Nix — Claude, Gemini, Copilot, 15+ MCP servers, one fl 11 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,139 tok
jimezsa/opencolab opencolab.ai 🐙 Accelerating Scientific Discovery — Turn your research into an always-on autonomous lab 11 Claude Code, Codex, Gemini CLI, OpenCode 3 5,365 tok
EntityProcess/allagents allagents.dev CLI tool for managing multi-repo AI agent workspaces with plugin synchronization across mu 11 Claude Code, Codex, OpenCode 2 2,085 tok
KeystoneScience/codex-mem Persistent memory for Codex CLI, Claude Code, and MCP clients 11 Claude Code 3 928 tok
johnkozaris/jko-claude-plugins Claude Code plugin marketplace: Rust, ESP32 C++, Python backend, SwiftUI, dead code detect 11 Claude Code, Codex, OpenCode 2 836 tok
n24q02m/better-telegram-mcp mcp.n24q02m.com Telegram for AI agents -- messages, chats, media, and contacts across both bot and full us 11 Claude Code, Codex, OpenCode 2 3,522 tok
developer-overheid-nl/skills-developer-overheid-nl Agent skills for the Dutch Government Developer Portal (developer.overheid.nl) knowledge b 11 Claude Code 1 513 tok
DefaultPerson/agent-setup Universal setup for Claude Code & Codex CLI — security guard, TTS notifications, status li 11 Claude Code, Codex, OpenCode 2 3,654 tok
carloluisito/mindkeg-mcp A persistent memory MCP server for AI coding agents — stores, searches, and retrieves atom 11 Claude Code, Codex, OpenCode 3 11,155 tok
ahmedibrahim085/Claude-Multi-Agent-Research-System-Skill A Multi-Agent Research System using Claude Code Skills. it is inspired by Anthropic claude 11 Claude Code 6 —
CyannSHI/ai-interview-kit Engineer user-research methodologies into AI prompts — professional-grade phone interviews 11 Claude Code, Codex, GitHub Copilot, OpenCode 3 911 tok
hburaktasyurek/karpathy-interaction-guidelines Behavioral guidelines for LLM tools (AGENTS.md). Installer wires Claude Code, Codex, OpenC 11 Claude Code, Codex, OpenCode 2 1,281 tok
MustafaKadhim/Coding-Agent-Guidelines-Radiotherapy This is my personal coding guidelines optimized for radiotherapy research and inspired by 11 Claude Code, Codex, OpenCode 2 4,472 tok
cyb213/Lab-Zero nikoloz.limon10.com A clone-and-go workspace that gives your AI coding agent a memory — semantic recall, built 11 Claude Code, Codex, OpenCode 16 1,498 tok
Mirage20/ccstatus-go 🎭 Over-engineered statusline for Claude Code with provider-component architecture, TTL-ba 11 Claude Code 3 1,121 tok