How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
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
lebsral/DSPy-Programming-not-prompting-LMs-skills AI skills for Claude Code, Cursor, and other coding agents. Build reliable AI features wit 11 Claude Code 1 645 tok
rahamanbinujit/claude-design-engine linkedin.com Your AI Creative Director. 190+ design styles, AI photo generation, self-reviewing quality 11 Claude Code, Gemini CLI 2 1,535 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
jandroav/claude-mcp-switch npmjs.com Simple CLI tool that lets you quickly enable/disable MCP servers in Claude Code without ma 11 Claude Code 1 1,264 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 7,138 tok
emgiezet/llmwiki 11 Claude Code 1 2,159 tok
grippado/claude-atlas Scan, map, and visualize your Claude Code setup. Find duplicate agents, conflicting trigge 11 Claude Code 1
krusemediallc/uni1-image-ad Claude Code skill workbench for generating Meta image ads with Luma's uni-1 model. Reverse 11 Claude Code 1 4,070 tok
adamw7/tools Claude Code enforcer and adopter, context engineering, data oriented tools, compile time s 11 Claude Code, Codex, OpenCode 22 30,614 tok
hiramgabriel1/nightdev_rep Build software from your pocket. A Telegram bot that receives prompts, processes them thro 11 Codex, OpenCode 2 357 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
sleeyax/claude-code-session-bot Telegram bot to warm up your Claude code session while you're AFK 11 Claude Code 1 449 tok
michaeloboyle/claude-langfuse-monitor npmjs.com Automatic Langfuse tracking for Claude Code 11 Claude Code 1 1,750 tok
schub-tech/llm-ideation-wiki schub.tech AI-maintained Notion wiki that pressure-tests business ideas into evidence-bound verdicts. 11 Claude Code, Codex, OpenCode 2 858 tok
linwk20/tmux-kanban An AI-native, lightweight web kanban board for tmux sessions and terminal agents. 11 Claude Code 1 3 tok
cognitx-leyton/codegraph cognitx.leyton.com 🕸️ Code knowledge graph for Claude Code & AI coding agents — index TypeScript, NestJS, Re 11 Claude Code 22 2,607 tok
ychampion/codeclaw CLI for exporting Claude Code/Codex sessions to Hugging Face with privacy redaction, MCP m 11 Claude Code 2 280 tok
simke9445/agentlocks Advisory file locks so multiple AI coding agents can share one Git worktree. 11 Codex, OpenCode 1 1,031 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 2,492 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 5,041 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
gmx-io/gmx-ai Agent skills for trading perpetuals and swapping tokens on GMX V2. 11 Codex, OpenCode 1 138 tok
daemonicai/teambuilder daemonicai.github.io Subagent team-building help for Claude Code 11 Claude Code 9 470 tok
xiaoliu10/claude-code-router-next Use Claude Code and Codex as the foundation for coding infrastructure, allowing you to cho 11 Claude Code 1 2,728 tok
wwind123/coding-review-agent-loop Local Claude/Codex PR review loop using existing CLI subscriptions instead of model API ke 11 Claude Code 2 278 tok
troykelly/claude-skills Opinionated GitHub-native development workflow with 28 skills for autonomous, issue-driven 11 Claude Code 1 2,757 tok
johnkozaris/jko-claude-plugins Claude Code plugin marketplace — Rust, ESP32 C++, Python backend, SwiftUI, dead code detec 11 Claude Code 1 832 tok
jmagly/agentic-sandbox Self-hostable runtime for persistent autonomous coding agents — KVM-isolated VMs (or rootl 11 Claude Code, Codex, OpenCode 2 5,250 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
alexastrum/skl A lightweight, single-binary Agent Skills CLI manager written in Go 11 Codex, OpenCode 1 1,052 tok
devnullvoid/mcp-ssh-session MCP server for persistent SSH sessions 11 Codex, OpenCode 1 2,939 tok
fraylabs/possible possible.sh Open-source Outcome Packs that turn rough ideas into coordinated, independently verified o 11 Codex, OpenCode 1 225 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 3,369 tok
joelbarmettlerUZH/vue-mcp vue-mcp.org Up-to-date Vue.js documentation for any AI assistant 11 Claude Code 1 6,763 tok
Dragoon0x/everything-design-taste A taste system for AI agents. 288 skills, 80 agents, 12 rules, and 8 hooks that turn gener 11 Claude Code 1 552 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
ashp15205/vibe-coding-essentials The workflow framework for AI-assisted development. Four operating modes, 25 golden rules, 11 Codex, OpenCode 1 1,394 tok
kks0488/vibe-codex Evidence-first workflow skills and durable coordination utilities for Codex CLI. 11 Codex, OpenCode 1 454 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