How real projects configure their agents

32,137 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
share-skills/pi share-skills.github.io PI(π)—— When The Art of War Meets Cognitive Science for Ai 108 Claude Code 1 409 tok
butttons/dora dora-cli.dev CLI built for AI agents to help navigate codebases better. An alternative to grep/find/glo 108 Claude Code, Codex, OpenCode 2 833 tok
Nayjest/ai-microcore A handy lib for smooth interaction with large language models (LLMs) and crafting AI apps. 108 Claude Code, Codex, OpenCode 2 1,486 tok
SimplyLiz/ckb Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation 108 Claude Code 3 3,122 tok
extrasmall0/dear-hiring-manager A Claude Code plugin that fills your job applications from your profile, drafts the cover 108 Claude Code 1 1,005 tok
cohen-liel/hivemind cohen-liel.github.io One prompt. A full AI engineering team. Go lie on the couch. 🧠 108 Claude Code, Codex 79 1,103 tok
democratize-technology/vikunja-mcp Model Context Protocol server for Vikunja task management. Enables AI assistants to intera 108 Claude Code 1 2,215 tok
AbdelStark/worldforge abdelstark.github.io Harness framework to build world model based workflows for physical AI systems. 108 Claude Code, Codex, OpenCode 9 12,727 tok
AntonHu/ai-coding-project A reference project for implementing AI Coding architectures, supporting all mainstream Ag 108 Claude Code, Codex, Cursor 16
Gerstep/positioning-plugin 15-minute AI-agent positioning session for startups: forced choices, a sub-30-word stateme 108 Claude Code, Codex, OpenCode 1 260 tok
Endle/fireSeqSearch When using search engine, it would also search local logseq notebook 108 Claude Code 6 2,621 tok
nebrass/hve-video-director AI-powered video production pipeline for Claude Code, Github Copilot, Codex, Cursor, OpenC 108 Claude Code, Codex, GitHub Copilot, OpenCode 3 15,798 tok
dosco/aithy aithy.dev A personal AI agent that can work safely on your machine, remember useful context, and kee 108 Claude Code, Codex, OpenCode 18 1,311 tok
davila7/claude_subagents Claude SubAgents 108 Claude Code 7
PaulDuvall/claude-code paulmduvall.com Transform Claude Code into a complete development platform with AI-powered commands that a 108 Claude Code 1 4,223 tok
papadopouloskyriakos/agentic-chatops kyriakos.papadopoulos.tech 3-tier agentic ChatOps (n8n + GPT-4o + Claude Code) implementing all 21 patterns from "Age 108 Claude Code, Codex, OpenCode 2 29,780 tok
docdyhr/mcp-wordpress MCP Server to manage a Wordpress CMS system. 108 Claude Code, Codex, OpenCode 2 2,772 tok
mpsm/mcp-cpp MCP server tailored to work with large C/C++ codebases 108 Claude Code 5 8,061 tok
idoforgod/Dissertation-Simulator-AgenticWorkflow A doctoral dissertation research simulation system in which 58 AI agents collaborate acros 108 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 12 39,470 tok
dtzp555-max/ocp Turn your Claude Pro/Max subscription into an OpenAI-compatible API for your IDEs and devi 108 Claude Code, Codex, OpenCode 11 20,602 tok
Juniper/junos-mcp-server This is a Junos Model Context Protocol (MCP) Server project that provides a bridge between 108 Claude Code 1 1,198 tok
codefuturist/email-mcp Email MCP server with full IMAP + SMTP support — read, search, send, manage, and organize 108 Claude Code 1 946 tok
compozy/kb 108 Claude Code, Codex, OpenCode 31 4,062 tok
aweussom/NoLlama NPU Ollama - An Ollama/OpenAI compatible API for Intel OpenVINO compatible computers 108 Claude Code 1 3,979 tok
runloom/pier pier.codes See at a glance which of your open AI terminals are waiting for you. Claude Code and Codex 108 Claude Code, Codex, OpenCode 2 17,261 tok
microsoft/Agent365-Samples 108 Claude Code, GitHub Copilot 11 5,728 tok
Hmbown/Wizards-of-the-Ghosts Unofficial Hermes Agent skill pack built from fantasy spell and skill names 107 Claude Code, Codex, OpenCode 2 1,841 tok
shahsagarm/sagarshah.dev sagarshah.dev Portfolio site, fully vibe coded. Next.js 16 + React 19 + Tailwind v4 on Vercel 107 Claude Code, Codex, OpenCode 2 2,258 tok
ADW-19/build_a_product_agent Production-Grade AI Agent Development Full-Chain Guide: Development, Testing, and Base Fra 107 Claude Code 1 1,422 tok
LearnPrompt/skillrush-town learnprompt.github.io Skillrush Town: daily ClawHub Top100 snapshots and potential AI skill radar 107 Claude Code, Codex, OpenCode 2 722 tok
lisancao/lakehouse-at-home A fully open-source, self-hostable data lakehouse for local development and testing of mod 107 Claude Code 1 2,209 tok
smithclay/claudetainer clay.fyi Easy Claude Code devcontainer workflows 107 Claude Code 1 884 tok
elvismdev/mem0-mcp-selfhosted Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hos 107 Claude Code 1 865 tok
anthr76/infra discord.gg My home or for-home infrastructure written as code defining GitOps principles for Kubernet 107 Claude Code 1 4,765 tok
jianzhichun/emerge 107 Claude Code 2 4,879 tok
chengzhongwei/Prompt-sensei Local-first prompt coach for Claude Code and Codex that improves prompts, observes prompti 107 Claude Code, Codex 1 2,015 tok
Metabuilder-Labs/tokenjam tokenjam.dev Token Efficiency For AI Agents 107 Claude Code, Codex, OpenCode 2 8,110 tok
rubenmarcus/ralph-starter ralphstarter.ai Bootstrap projects from Figma, Linear, Notion & GitHub specs. The only AI ralph with sourc 107 Claude Code, Codex, OpenCode 5 2,117 tok
opentrace/opentrace opentrace.ai OpenTrace is a knowledge graph platform that maps system architecture, code structure, and 107 Claude Code 6 577 tok
t1112000/tutor-management-app MyClass — open-source private tutoring management (students, schedules, bills, VN timezone 107 Claude Code, Codex, OpenCode 2 1,806 tok
cisco-foundation-ai/fully-automated-prompt-optimization An self-improvement suite for optimizing chains with Claude Code 107 Claude Code, Codex, OpenCode 11 1,485 tok
canonical/workshop ubuntu.com Workshops are secure, fast, and composable development environments that come agent-ready. 107 Claude Code, Codex, GitHub Copilot 9 1,312 tok
HozaifaMoustafa/hozaifamoustafa-resume-latex This how I built my Resume, you can use it to build yours, too! Have fun, and don't forget 107 Claude Code 1 793 tok
joelhooks/agent-secrets 🛡️ Portable credential management for AI agents — Age encryption, session leases, killswi 107 Claude Code, Codex, OpenCode 2 1,828 tok
tombelieber/claude-view 10 Claude sessions running. What are they doing? Live dashboard — monitor, cost tracking, 107 Claude Code 1 1,184 tok
Abilityai/cornelius AI-powered second brain template for Claude Code + Obsidian 107 Claude Code 2 8,153 tok
mcbodge/MudMCP MCP server that provides AI assistants with comprehensive access to MudBlazor component do 107 Claude Code, GitHub Copilot 4 2,205 tok
aaddrick/attention-control Air traffic control discipline for agent output. Written for a reader with ADHD. 107 Claude Code, Codex, Gemini CLI, OpenCode 3 4,631 tok
wlsdks/ontology-atlas ontologyatlas.com Understand what your codebase builds, why it is structured that way, and what a change cou 107 Claude Code, Codex, OpenCode 40 3,011 tok
getfounded/mcp-tool-kit docs.mcp-tool-kit.com Agentic abstraction layer for building high precision vertical AI agents written in python 107 Claude Code 1 154 tok