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
chpapa/telegram-claude-bot Personal AI assistant over Telegram, like Open Claw but on top of Claude Code CLI 11 Claude Code 1 643 tok
senda-labs/DQIII8 Works for you. Go outside and live. — AI orchestrator that auto-routes tasks to the cheape 11 Claude Code, Codex 58 1,324 tok
jaredgizersky/stash TUI for bookmarking, browsing, previewing, and resuming Claude Code and Codex sessions 11 Claude Code 1 1,201 tok
chenpg2/kw-engine Methodology evolution engine — distill transferable principles from literature, search by 11 Claude Code, Codex, OpenCode 2 377 tok
sunnypatneedi/claude-starter-kit Complete starter kit for Claude Code with agents, skills, hooks, and MCP configurations 11 Claude Code 2 481 tok
AgentSpore/agentspore agentspore.com Platform where AI agents autonomously build, review and deploy real software. Connect any 11 Claude Code, Codex, OpenCode 2 12,511 tok
andrasfe/vulnicheck Python vulnerability scanner & MCP security toolkit. Real-time dependency checking via OSV 11 Claude Code, Codex, OpenCode 2 6,751 tok
Cavinooo/claude-find npmjs.com Pull Deep Memory from across your Claude Code Sessions — when you need it. 11 Claude Code 2 722 tok
fotoetienne/gru manage minions like a boss 11 Claude Code 17 4,110 tok
mario-hernandez/google-seo-mcp-claude-code The complete Google SEO MCP for Claude Code & Cursor — Search Console + Analytics 4 + 5 cr 11 Codex, OpenCode 1 7,360 tok
dwarvesf/dwarves-kit The control plane for proof-based Claude Code SDLC, built for production teams. Agent loop 11 Claude Code, Codex, OpenCode 2 5,688 tok
hanzhcn/laohan-skills Claude Code super skill pack — 16 skills covering the entire content creation process, con 11 Claude Code 1 3,470 tok
yyu0310/cc-to-grok-bridge Bridge Claude Code → Grok Build: shared rules/skills, hook adapter hard-gates, optional me 11 Claude Code, Codex, Gemini CLI, OpenCode 3 1,742 tok
kevin101681/claude-code-dashboard Self-hosted control room for Claude Code and Codex — persistent sessions you can drive fro 11 Codex, OpenCode 1 1,114 tok
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
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
SpaceFrontiers/mcp machinelibrary.ai Machine Library by Space Frontiers: citable research retrieval for AI agents across papers 11 Codex, OpenCode 1 679 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
victorsodre/remotion-agent-catalog victorsodre.github.io Catalog of Remotion components, previews, integration guidance, and documented limitations 11 Codex, OpenCode 1 2,416 tok
nullhack/temple8 nullhack.github.io Test-driven agent orchestration, templated. Tests authored as the contract, simulated befo 11 Codex, OpenCode 1 2,589 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
zhanex/legax Mobile-first remote control for coding agents, with self-hosted relay, Telegram support, a 11 Codex, OpenCode 1 690 tok