How real projects configure their agents

31,977 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
kubony/claude-knowledge-graph Convert Markdown notes into an RDF/TTL knowledge graph for semantic search with SPARQL que 48 Claude Code 5 1,402 tok
UCSB-NLP-Chang/Skill-Usage 48 Claude Code 5
lwmxiaobei/xbcode a TypeScript-based CLI coding agent built with OpenAI SDK and Ink 48 Claude Code, Codex, OpenCode 2 1,750 tok
blacklanternsecurity/bbot-server A persistent database + CLI for your BBOT scan data 🧡 48 Claude Code, Codex, OpenCode 2 612 tok
cdalar/onctl onctl.sh 🤖 manage virtual machines 🖥️ in multi cloud ☁️ 48 Claude Code, Codex, OpenCode 3 2,192 tok
nilenso/storymachine Automate user story creation, in a format suitable for AI agents. 48 Claude Code, Codex, OpenCode 4 664 tok
ithinkihaveacat/dotfiles Shell-related config files and scripts 48 Claude Code, Codex, OpenCode 2 1,993 tok
senaykt/iac-security-scan-skills iac security scan skills for your AI workflows 48 Claude Code, Codex, OpenCode 2 5,177 tok
FreemapSlovakia/freemap-v3-react freemap.sk Freemap Slovakia web application (www.freemap.sk) 48 Claude Code, Codex, OpenCode 3 5,221 tok
regenrek/planwithgemini Plan with Gemini CLI and build with Claude Code or Cursor 48 Claude Code 1
laurynas-biveinis/mcp-server-lib.el Emacs Lisp implementation of the Model Context Protocol 48 Claude Code 1 172 tok
chingswy/1566 Minimalist Agent team management inspired by the Jiajing Emperor, eliminating court meetin 48 Claude Code 15 940 tok
protokol/solidity-typescript-hardhat-template protokol.com A Template Project To Start Solidity Development With Hardhat and Typescript support. Crea 48 Claude Code 4 782 tok
MarkT1065/wheeler Stock Option Wheel Tracker 48 Claude Code 1 2,739 tok
llcoolblaze/claude-boris The Ultimate Claude Code Workflow - Memory Bank, 14 Agents, 18 Commands, 10 Critical Gap S 48 Claude Code 39 817 tok
Tatayoyoh/deezer-tui Deezer musics from your terminal, powered by Rust 🦀🎶 48 Claude Code 2 4,017 tok
labs-barkley/barkley-reference-architecture drift-explorer.getbarkley.com Source-available research demonstrator for individual-referenced behavioral intelligence i 48 Claude Code 1 845 tok
procload/dnd-mcp MCP Server implementation of the DnD 5e API using resources, tools, and prompts. 48 Claude Code 1 216 tok
OpenAgentPlatform/dive-mcp-host 48 Claude Code 1 1,913 tok
keithrbennett/cov-loupe keithrbennett.github.io Refines Ruby Simplecov test coverage data as CLI, MCP server, and library 48 Claude Code, Codex, Gemini CLI, OpenCode 3 4,122 tok
Coooolfan/onlyboxes onlybox.es Code Execution Sandbox Platform Solution for Individuals and Small Teams with MCP 48 Claude Code, Codex, OpenCode 3 799 tok
zhixuli0406/DuDuClaw Open-source AI Agent platform — 80+ MCP tools, 7 channels (Slack/Discord/LINE/Telegram), R 48 Claude Code 1 26,181 tok
lookfree/cc-harness Desktop workbench for Claude Code — live subagent topology, token cost breakdown with dril 48 Claude Code 8 3,406 tok
steel-dev/leaderboard leaderboard.steel.dev Open leaderboard for browser agents 48 Claude Code, Codex, OpenCode 2 630 tok
vikshana/vikshana-graft-app An open source AI Assistant for Grafana 48 Claude Code, OpenCode 3 3,010 tok
nmrtn/nanopm Autonomous product management. Always-on, adversarial, doesn't sugarcoat. 48 Claude Code 1 1,575 tok
life-itself/climate climate.lifeitself.org 🌍🔥 Life Itself's ongoing inquiry into the climate crisis 48 Claude Code, Codex, OpenCode 4 1,196 tok
with-logic/crew crew.logic.inc A package manager for agent skills. 48 Claude Code, Codex, OpenCode 2 7,165 tok
liangdabiao/fetch-everything linux.do Agent Skills toolbox fetch-everything — a high-quality collection of Skills for **Claude C 48 Claude Code 8 997 tok
lainXXX/omniAgent A lightweight large language model intelligent agent (LLM Agent) framework built with Java 48 Claude Code 1 3,833 tok
manikosto/claude-code-python-stack Complete Python toolkit for Claude Code — 20 skills, 11 agents, 11 commands for FastAPI, D 48 Claude Code 1 1,847 tok
jezweb/vite-flare-starter Cloudflare native, ai sdk v6 agent workspace ready to use with better auth and all of the 48 Claude Code, Codex, OpenCode 2 15,120 tok
jiegec/waveform-mcp MCP server to read waveform files 48 Claude Code 1 958 tok
instancez/instancez instancez.ai An LLM-friendly, single-binary, drop-in replacement to Supabase 48 Claude Code, Codex, OpenCode 2 2,636 tok
double-coding-lab/Flow2Spec double-coding-lab.github.io 48 Claude Code, Codex, Cursor, OpenCode 26 3,206 tok
godmakereth/vibe-coding-tw 🌏 The Ultimate Vibe Coding Guide - Traditional Chinese Version | Traditional Chinese vers 48 Claude Code, Codex, Gemini CLI, OpenCode 3 3,661 tok
tuneloop/tuneloop 48 Claude Code 1
hoangsonww/AI-RAG-Assistant-Chatbot lumina-david.vercel.app 👨🏻‍💻 Meet Lumina – my personal AI assistant powered by hybrid RAG with Pinecone vector 48 Claude Code, Codex, OpenCode 14 1,788 tok
open-ace/open-ace open-ace.com Self-hosted enterprise AI workspace and governance platform 48 Claude Code 1 1,587 tok
raymondchins/agentmap Stop your coding agent reading the wrong files. Compiler-grade TS/JS repo map — 100% preci 48 Claude Code, Codex, OpenCode 2 1,168 tok
spencermarx/obsidian-ai Bring your own AI environment to Obsidian. For note/doc creation, refinement, search, orga 48 Claude Code, Codex, OpenCode 2 1,328 tok
amanning3390/flowstate-qmd FlowState QMD — Anticipatory Memory for AI Agents. Hermes 2026 Hackathon Entry. 48 Claude Code 1 1,785 tok
CES-Ltd/TitanX Enterprise AI Agent Orchestration Platform — Secure, Observable, Configurable. Multi-agent 48 Claude Code, Codex, OpenCode 13 1,685 tok
bitsky-tech/bridgic-agent Bridgic Agent turns what you want into workflows that actually work — and keep working. `/ 48 Claude Code 1 965 tok
hllqkb/Claudio AI Music Radio - a personalized AI music station combining NetEase Cloud playlists, Claude 48 Claude Code 2 709 tok
lis186/SourceAtlas sourceatlas.io A set of AI-powered slash commands for Claude Code and OpenSkills (support Cursor, Windsur 48 Claude Code 1 731 tok
mohammadmaso/kherad A Notion-like wiki for non-technical teams, backed by real git commits and a merge-request 48 Claude Code 1 2,633 tok
schildep/verified-polygon-intersection schildep.github.io Formally verified polygon intersection 48 Claude Code 2 746 tok
DiegoGuidaF/PulseWeaver Self-hosted forward-auth sidecar that gates your services by request IP + host — give fami 48 Claude Code, Codex, OpenCode 2 1,431 tok
modem-dev/podguy Agent-driven post-production workflow for video podcasts 48 Claude Code, Codex, OpenCode 2 1,032 tok