How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
nikhilvallishayee/universal-pattern-space patternspace.ai Pattern Space: Where Minds Dance Together 84 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,156 tok
sandst1/remind sandst1.github.io A memory layer for AI Agents 84 Claude Code, Codex, OpenCode 6 3,423 tok
shyftlabs/continuum docs.continuum.shyftlabs.io Continuum — the agent runtime by ShyftLabs. Build, orchestrate, ship. 84 Claude Code, Codex, OpenCode 13 6,521 tok
skvdhshuk-blip/hao-code Framework-free PHP Agent SDK for Anthropic, OpenAI Responses, and Chat Completions-compati 84 Claude Code, Codex, OpenCode 2 1,936 tok
attunehq/nudge attunehq.com Give your agent a nudge. 84 Claude Code, Codex, OpenCode 6 6,135 tok
Grant-leo/word_chat 84 Claude Code, Codex, OpenCode 3 16,807 tok
usestring/powhttp-mcp MCP server enabling agents to debug HTTP requests better (using powhttp) 84 Claude Code, Codex, OpenCode 2 1,978 tok
kyungseo/skillstead Practical, portable skills for agentic coding workflows — clearer diagrams, checked claims 84 Claude Code, Codex, OpenCode 2 190 tok
jaylfc/taosmd Local-first AI memory — runs offline on any machine with 8 GB+ RAM (SBC, mini PC, laptop, 84 Claude Code, Codex, OpenCode 3 3,177 tok
AndreiNicu/World-Forge A repository for agentic world building to roleplay in. A world seed template is used for 84 Claude Code, Codex, OpenCode 2 27,020 tok
sudowealth/schwab-mcp Schwab MCP server that enables AI assistants like Claude to retrieve and interact with you 84 Codex, OpenCode 1 69 tok
ganhammar/hass-mcp-server A Home Assistant Custom Component that provides an MCP (Model Context Protocol) server usi 84 Claude Code, Codex, OpenCode 2 1,101 tok
zelentsov-dev/asc-mcp MCP server for App Store Connect API - 502 tools for apps, builds, TestFlight, subscriptio 84 Claude Code, Codex, OpenCode 2 2,957 tok
ankitcharolia/kiro-gateway Compliance-first AI gateway for Kiro: connect OpenAI, Anthropic, ACP, Claude Code, Cursor, 84 Claude Code, Codex, OpenCode 2 15,659 tok
hulunote/hulunote hulunote.top AI + Note Hippocampus — Your second brain, powered by AI 84 Codex, OpenCode 1 883 tok
www-zaq-ai/zaq zaq.ai Connect your people, tools and data with your custom AI agents. ZAQ is an open source coll 84 Claude Code, Codex, OpenCode 54 1,805 tok
gtapps/hermitd hermitd.dev Think Claude Tag, but local. 84 Claude Code, Codex, OpenCode 3 4,225 tok
AGI4Sci/SciForge agi4sci.github.io SciForge research Agent desktop client source code (Apache-2.0): human control plane and e 84 Claude Code, Codex, Cursor, OpenCode 19 553 tok
Prohao42/aimy-skill aimy-skill is a lightweight, embeddable penetration testing assistant skill for AI Agents, 83 Claude Code, Codex, OpenCode 2 2,504 tok
petergpt/codex-pet-limit-rings Usage-limit rings for Codex pets. 83 Codex, OpenCode 1 313 tok
charliehzm/medharness Keep all LLM traffic for medical institutions secure: PHI never leaves the system · models 83 Claude Code, Codex, OpenCode 26 2,783 tok
Asklear/Klear-Team-Brain Turn your team's AI coding sessions, GitHub code, and docs into one shared, searchable mem 83 Codex, OpenCode 1 226 tok
proyecto26/projectx slides.com Tame full-stack chaos with Temporal workflows and React wizardry, the ultimate event-drive 83 Claude Code, Codex, OpenCode 12 2,757 tok
quailyquaily/mistermorph mistermorph.com Unified Agent + reusable Go agent core. 83 Codex, OpenCode 1 989 tok
alexeykrol/coursevibecode 83 Claude Code, Codex, OpenCode 2 3,604 tok
acogood/spain-dnv-consultant A personal LLM consultant for Spain's digital nomad residence permit (Ley 14/2013). Conver 83 Claude Code, Codex, OpenCode 16 3,620 tok
labring/sealos-skills sealos.io AI agent skills for Sealos — deploy any project, provision databases, object storage & mor 83 Claude Code, Codex, OpenCode 2 1,147 tok
tuirk/Kompl A compounding LLM-wiki, best fit as a personal second brain that organizes and updates its 83 Codex, OpenCode 1 1,558 tok
shiquda/roadmap-skill npmjs.com Shared roadmap for humans and AI Agents. Visual kanban and graph for you, Skills and MCP s 83 Codex, OpenCode 1 1,828 tok
fal-ai-community/genmedia-cli genmedia.sh Agent-first CLI for fal.ai — search, run, and manage 1000+ generative AI models 83 Claude Code, Codex, OpenCode 2 964 tok
metedata/Remarc remarc.app Your feedback layer for AI collaboration. Point at anything on your Mac - text, screenshot 83 Claude Code, Codex, OpenCode 8 3,244 tok
Aerozb/Postman-cn The latest fully Chinese-translated version of Postman 83 Claude Code, Codex, OpenCode 3 3,002 tok
ICME-Lab/jolt-atlas blog.icme.io Fast zkVM born at a16z Crypto substantially adapted by ICME Labs (NovaNet) for verifiable 83 Claude Code, Codex, OpenCode 6 4,992 tok
eai-org/agent-toolkit eai-org.github.io Minimalistic, project-agnostic skills and rules for AI coding agents 83 Claude Code, Codex, OpenCode 2 253 tok
backenly/backenly backenly.com Autonomous backend platform. Your coding agent builds it over MCP, Backenly keeps it runni 83 Claude Code, Codex, OpenCode 2 9,187 tok
gaoconggit/SharpPad A cross-platform C# editor and playground. A fast tool for validating C# code snippets, de 83 Claude Code, Codex, OpenCode 27 3,117 tok
holger1411/astrodeck astrodeck.dev 82 Claude Code, Codex, GitHub Copilot, OpenCode 13 3,063 tok
shinonome123/openqqwaifu openqqwaifu is a standalone QQ Waifu console and runtime. It consolidates character cards, 82 Claude Code, Codex, OpenCode 2 4,270 tok
AgentlyHQ/aixyz aixyz.sh Next.js-like framework building AI Agents that are payment-native. Bootstrap your agent wi 82 Claude Code, Codex, OpenCode 2 2,435 tok
mongodb-js/zstd A Zstd Compression Library 82 Claude Code, Codex, OpenCode 2 716 tok
oculus-samples/voicesdk-samples-whisperer Oculus Voice SDK showcase demonstrating the use of Voice SDK in Unity. This project contai 82 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,047 tok
jmandel/health-skillz health-skillz.joshuamandel.com A Claude Skill for connecting to and analyzing personal health records via SMART on FHIR 82 Codex, OpenCode 1 581 tok
speedpy/speedpy speedpy.com Free, MIT-licensed Django SaaS boilerplate for the AI era — production-ready APIs, teams, 82 Claude Code, Codex, Cursor, OpenCode 3 20,862 tok
TestAny-io/testany-agent-skills testany.io A collection of Agent Skills from Testany, providing various professional skills for produ 82 Claude Code, Codex, OpenCode 2 2,678 tok
postmelee/hyper-waterfall A human-governed AI coding workflow that distills ephemeral session context into persisten 82 Claude Code, Codex, OpenCode 2 1,432 tok
agodianel/esp32-claude-workbench Deterministic AI workflow for ESP32 firmware development — structured missions, implementa 82 Claude Code, Codex, OpenCode 2 571 tok
Dicklesworthstone/slb Two-person rule CLI for AI coding agents: peer review and approval required before running 82 Codex, OpenCode 1 9,199 tok
vamshi4001/saas-clawds 82 Codex, Cursor, OpenCode 2 1,571 tok
nirholas/agenti agenti.ninabrekkerese.workers.dev Give any AI agent a crypto wallet. Agents deserve access to money. Pay x402 APIs, receive 82 Claude Code, Codex, OpenCode 2 546 tok
9thLevelSoftware/legion Multi-CLI plugin that orchestrates 49 AI agent personalities (start → plan → build → revie 82 Claude Code, Codex, OpenCode 2 7,747 tok