How real projects configure their agents

22,109 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
agentjido/jidoka jido.run Developer-friendly LLM agent harness built on Jido and Jido AI 42 Codex, OpenCode 1 196 tok
oxbshw/Agent-Span The Web Access Gateway for AI Agents — 52 channels, 92 MCP tools, 9 SDKs, self-healing bac 42 Codex, OpenCode 1 700 tok
qorstack/qorstack-report report.qorstack.com 42 Codex, GitHub Copilot, OpenCode 2 1,658 tok
mitchellbernstein/shabbat.md Make Agents Kosher Again. An open format for Shabbat-compliant AI agent configuration. 42 Codex, OpenCode 1 31 tok
kubevirt/kubevirt-tekton-tasks VM specific tasks for Tekton Pipelines 42 Codex, Cursor, OpenCode 2 1,374 tok
ChrisTitusTech/titusbooks I hate quickbooks, I'm making my own self-hosted all data never leaves local network. 42 Codex, OpenCode 1 1,477 tok
twitbruv/twitbruv 42 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,081 tok
ActiveInferenceInstitute/ActiveInferenceJournal Transcripts, metadata, captions, and translations from the Active Inference Institute's vi 42 Codex, OpenCode 1 566 tok
NomaDamas/jikji nomadamas.github.io Non-destructive local file maps and instant search indexes for AI agents 42 Claude Code, Codex, Cursor, OpenCode 3 1,587 tok
Sunagatov/Lexora A modern English vocabulary learning app focused on topic-based study, fast review, and pr 42 Claude Code, Codex, GitHub Copilot, OpenCode 5 976 tok
panewslab/skills PANews Agent Toolkit is PANews's official agent package for cryptocurrency and blockchain 42 Claude Code, Codex, OpenCode 2 1,124 tok
yunsii/pinyin yunsii.github.io ✨ Online Pinyin typing practice 42 Claude Code, Codex, OpenCode 2 1,088 tok
hummat/bproc-pubvis hummat.github.io Publication-ready visualization of 3D objects and point clouds in seconds. 42 Codex, OpenCode 1 1,225 tok
SumoLogic/sumologic-documentation sumologic.com Open Source repo for Sumo Logic documentation. 42 Claude Code, Codex, OpenCode 28 4,085 tok
AEON-7/Qwen3.6-27B-AEON-Ultimate-Uncensored-MLX Native MLX quants of Qwen3.6-27B-AEON-Ultimate-Uncensored for Apple Silicon (Metal): 8-bit 42 Codex, OpenCode 1 7,457 tok
josecoelho/obsidian-tasks-caldav Sync tasks via Caldav 42 Claude Code, Codex, OpenCode 7 4,902 tok
mgalgs/aur-sleuth mgalgs.io An LLM-powered security auditing tool for Arch User Repository (AUR) packages with yay int 42 Claude Code, Codex, OpenCode 3 5,112 tok
etr/groundwork Claude Code plugin with 30+ skills for structured development workflows 42 Claude Code, Codex, OpenCode 2 5,066 tok
SkillsCat/skillscat skills.cat An open platform for discovering, sharing, and installing AI agent skills. 42 Claude Code, Codex, OpenCode 2 5,899 tok
bearlike/Assistant docs.mewbo.com 🌼 AI stack centered on an agent hypervisor. Automates tasks, graph-powered repo wiki, and 42 Claude Code, Codex, OpenCode 3 6,797 tok
majiayu000/vibeguard majiayu000.github.io Native rules, hooks, and guards that prevent Claude Code and Codex from hallucinating code 42 Claude Code, Codex, OpenCode 17 1,335 tok
Ryan-yang125/motion-lexicon motion-lexicon.pages.dev Describe a motion feeling, compare candidates, tune a recipe, and copy the implementation. 42 Codex, OpenCode 1 876 tok
Array-Ventures/coworker railway.com Open-source AI agent with MCP UI, app builder, A2A protocol, skills marketplace, and multi 42 Claude Code, Codex, OpenCode 2 873 tok
MedAdemBHA/docflow Documentation memory for AI coding agents—route project knowledge, reduce repeated context 42 Codex, Cursor, Gemini CLI, OpenCode 3 358 tok
Galileo-Agent-Labs/eval-engineer galileo.ai Bring Galileo powered eval workflows into Claude Code and Codex. 42 Codex, OpenCode 1 1,930 tok
ipnet-mesh/meshcore-mqtt ipnt.uk MeshCore MQTT Bridge (Companion App over Serial/BLE/TCP) 42 Claude Code, Codex, OpenCode 2 4,619 tok
bitrix24/b24ui bitrix24.github.io Bitrix24 UI-Kit for REST API web-application development 42 Codex, OpenCode 1 2,892 tok
xifandev/KimiCodeBar xifandev.github.io A lightweight usage monitoring tool built specifically for KimiCode, running in the menu b 42 Codex, OpenCode 1 1,812 tok
fortunto2/rust-code AI-powered terminal coding agent in Rust — TUI, BAML agent loop, fuzzy search, tmux backgr 42 Claude Code, Codex, OpenCode 2 3,354 tok
NovasPlace/CSM Persistent memory and operational continuity for AI coding agents — append-only event ledg 42 Codex, OpenCode 1 2,553 tok
FouadMagdy01/RNCopilot Production-ready React Native Expo starter template with auth, theming, i18n, and 33+ UI 42 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 7 11,654 tok
cameronapak/freedom-stack-v3 git.new A no-build, un-bloated stack built upon Web Standards that feels freeing to use and can be 42 Claude Code, Codex, OpenCode 43 302 tok
Eikanya/UnityDemosaic Unity high-performance mosaic removal BepInEx plugin | Auto mosaic remover for Unity games 42 Codex, OpenCode 1 860 tok
dhicoc/wuyun-liuqi-skills Five Movements and Six Qi Skills Router — AI auto-routing + deterministic calculation engi 42 Claude Code, Codex, OpenCode 3 1,562 tok
slima4/claude-tui slima4.github.io Real-time statusline, live monitor, session analytics, and hooks for Claude Code 42 Claude Code, Codex, OpenCode 2 3,880 tok
antonbabenko/agent-plugins A collection of agent plugins for improving productivity, automating workflows, and making 42 Claude Code, Codex, OpenCode 2 3,472 tok
ryannli/tiny-roommate A tiny AI pet that lives on your desktop. Every AI wants to make you productive — this one 42 Claude Code, Codex, OpenCode 2 264 tok
beingsmit/technical-product-gtm linkedin.com 11 go-to-market skills for AI and technical founders — positioning, pricing, partnerships, 42 Codex, OpenCode 1 527 tok
sandover/ergo fast, minimal CLI tool for better coding agent planning 42 Claude Code, Codex, OpenCode 2 195 tok
SpillwaveSolutions/automating-mac-apps-plugin Agents, Skills and Commands for automating Keynote, Notes, Reminders, Numbers and more usi 42 Claude Code, Codex, OpenCode 2 225 tok
Consensys/ask-o11y-plugin AI-powered observability assistant for Grafana that helps you query data, investigate issu 42 Claude Code, Codex, Cursor, OpenCode 6 4,487 tok
BentleySystems/openstaad-mcp openstaad-mcp is an MCP Server enabling AI Agents to interact with STAAD.Pro 42 Codex, OpenCode 1 895 tok
askdba/mysql-mcp-server MySQL Server implementation for Model Context Protocol (MCP) written in Go. 42 Codex, GitHub Copilot, OpenCode 2 550 tok
krapie/mycelium tiny.kevinprk.com Organize your AI sessions, and carry what they know into the next one. 42 Claude Code, Codex, OpenCode 2 4,636 tok
itsmostafa/qi query search engine cli for humans and ai agents 42 Claude Code, Codex, OpenCode 2 1,857 tok
savethepolarbears/google-photos-mcp A Model Context Protocol repository for Google Photos API 42 Claude Code, Codex, Gemini CLI, OpenCode 3 1,567 tok
sandraschi/calibremcp Calibre library automation via FastMCP — metadata, shelves, RAG-friendly export. Companion 42 Claude Code, Codex, Cursor, OpenCode, Windsurf 5 1,650 tok
freshaengineering/lang_ex hexdocs.pm LangGraph for Elixir. Durable, human-in-the-loop LLM agents on the BEAM. 42 Claude Code, Codex, OpenCode 2 3,310 tok
mathruffian-dot/2026-YouTube YouTube video automation pipeline: editing, subtitles, thumbnails, descriptions, and SEO a 42 Claude Code, Codex, OpenCode 2 5,309 tok
iPythoning/b2b-sdr-hermes-skill Autonomous AI SDR skill for Hermes Agent — finds buyers, qualifies leads, sends outreach, 42 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 1,096 tok