How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
richardplg2/figma-annotations VS Code extension — annotate Figma designs alongside code, export structured prompts for A 11 Claude Code 1 551 tok
adamsjack711-ux/pkgxray pkgxray.ca Pre-install security for AI agents, npm packages, and MCP servers. Zero-dep local static a 11 Claude Code 1 1,204 tok
bethmaloney/rdl-mcp 11 Claude Code 1 699 tok
Sowiedu/Edict A programming language designed for AI agents. No parser, no syntax — agents produce AST d 11 Claude Code, Codex, OpenCode 5 1,175 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 2 321 tok
rornic/zweig Throw ballast overboard! Claude Code and Codex skill to refine all forms of writing like S 11 Claude Code, Codex, OpenCode 2 595 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 6,422 tok
sifxprime/kodelyth-ecc npmjs.com 70 agents · 196 skills · 102 commands · 22+ hooks · semantic intent routing · self-learnin 11 Claude Code, Codex, OpenCode 2 3,312 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 3,020 tok
Lanzelot1/claw-brain kayba.ai A knowledge brain for humans and agents alike. 11 Claude Code 10 1,242 tok
pdudotdev/aiNOC aiNOC: Network troubleshooting framework for multi-vendor, multi-protocol, multi-area ente 11 Claude Code 2 4,532 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
WhiteTowerAI/cut-as-code Open-source agentic video editing skills — an AI-powered alternative to Opus Clip and CapC 11 Claude Code, Codex, OpenCode 2 6,932 tok
reidemeister94/development-skills Makes Agents produce staff-engineer-quality code 11 Claude Code, Codex, OpenCode 3 1,382 tok
Hi7anshu/polymath-vault npmjs.com A structured second brain for polymaths - PARA + LLM Wiki + Caveman in one npx-installable 11 Claude Code 1
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
Flagrare/agent-skills Claude Code skills that wrap your full dev cycle — ticket intake, ATDD planning, code revi 11 Claude Code 2
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
amitlals/claude-cruise amitlals.github.io Never hit a rate limit again. 11 Claude Code 1 639 tok
reporails/rules Evidence-backed rules for validating AI coding agent instructions. Core rules for structur 11 Claude Code, GitHub Copilot 2 4,467 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
koljaschoepe/scientific-writing KI-gestütztes Framework für wissenschaftliche Arbeiten mit Claude Code. Seminararbeiten bi 11 Claude Code 26 1,163 tok
Zeus-Deus/codemux codemux.org The Agentic Development Environment You Need. 11 Claude Code, Codex, OpenCode 2 396 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
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
fullstackcrew-alpha/privacy-mask pypi.org Automatically redacts sensitive data in screenshots before sending to AI agents 11 Claude Code 2 783 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
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