How real projects configure their agents

32,517 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
AIPMAndy/dna-memory 🧬 Let AI Agents learn and grow like the human brain | Memory that learns, forgets, and ev 103 Claude Code, Codex 1 —
petersolopov/obsidian-claude-ide community.obsidian.md Obsidian plugin — real-time editor context for Claude Code 103 Claude Code, Codex, OpenCode 2 1,983 tok
fuergaosi233/claude-codex fuergaosi233.github.io Remote-mode adapter that lets the Codex desktop app talk to Claude Code through the native 103 Claude Code, Codex, OpenCode 4 861 tok
sopaco/cowork-forge AI-powered software development system that automates the entire lifecycle from requiremen 103 Claude Code, Codex, OpenCode 5 2,947 tok
wintermeyer/heinzel A ruleset that turns AI coding assistants (e.g. Claude Code) into disciplined Linux, FreeB 103 Claude Code 8 6,654 tok
rcb0727/powerplatform-mcp-docs Power Platform MCP server: 312 tools for AI-assisted flow and app authoring, debugging, da 103 Claude Code 1 2,241 tok
ly1836/spring-ai-rag-demo Production-ready ERP AI assistant based on Spring AI 2.0 with RAG, Tool Calling, chat memo 103 Claude Code, Cursor 25 —
mrclrchtr/supi pi.dev Pi coding agent extensions with code intelligence (LSP + Tree-sitter AST), semantic refact 103 Claude Code, Codex 16 2,765 tok
ralforion/orionbelt-semantic-layer ralforion.com Source-available semantic and context layer, rule engine, and semantic sidecar for agentic 103 Claude Code, Codex, OpenCode 2 3,051 tok
timzaak/web-dev-skills Turns PRD -> Design -> Task -> Development -> Acceptance -> Release into a reusable workfl 103 Claude Code, Codex, OpenCode 1 1,195 tok
talirezun/the-curator Your brain, then your team's brain, then your agents' brain. Drop in documents and it comp 103 Claude Code, Codex, OpenCode 2 8,222 tok
WolframResearch/AgentTools Implements a model context protocol server using Wolfram Language 103 Claude Code, Codex, OpenCode 12 4,298 tok
ash-project/ash_typescript Automatic TypeScript type generation for Ash resources and actions 103 Claude Code, Codex, OpenCode 3 10,629 tok
johnfkoo951/cmds-llm-wiki LLM Wiki template — Karpathy 3-layer pattern + Gold In Gold Out purpose gate + dual Claude 102 Claude Code, Codex, OpenCode 4 30,748 tok
gintasz/unigent Build stateful agent workflows with typed outputs, reusable tools, session forks, and ordi 102 Claude Code, Codex, OpenCode 4 553 tok
dainsiahtill-dev/Polaris Polaris is the transaction-driven core of an AI software factory. It is not a chat-based p 102 Claude Code, Codex, Gemini CLI, OpenCode 4 25,488 tok
MarcoWorms/vibecoder-fullstack-vps-quickstart 102 Claude Code 1 1,722 tok
LibreSpark/LibreDomains ciao.su Free public second-level domains, please leave a star~ 102 Claude Code 1 3,151 tok
infiniumtek/terraform-review-agent infiniumtek.com Reusable GitHub Action that reviews Terraform PRs for security, cost, and style using a La 102 Claude Code, Codex, OpenCode 2 3,476 tok
innae1121-bit/gsghwp gsghwp 102 Claude Code, Codex, OpenCode 2 6,185 tok
AssafWoo/homebrew-pandafilter assafwoo.github.io The context intelligence layer for AI coding agents. Compressing noise, routing content to 102 Claude Code 1 —
grll/claude-code-login 102 Claude Code 1 316 tok
VeriTeknik/pluggedin-app plugged.in The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discoveri 102 Claude Code, Cursor 3 2,788 tok
WOWCharlotte/nanobot-learn Learn Nanobot design principles in seven days. 102 Claude Code 1 1,013 tok
MarcoPorcellato/matryca-plumber Local-first AI daemon for Logseq OG: background semantic indexing, link hygiene, and agent 102 Claude Code, Codex, Cursor, OpenCode 13 3,709 tok
amtiYo/agents One .agents source of truth to sync MCP servers, skills, and instructions across Codex, Cl 102 Claude Code, Codex, OpenCode 4 3,614 tok
dfinke/psaisuite Enterprise-grade PowerShell abstraction layer for 15+ GenAI providers. Standardized interf 102 Claude Code 1 258 tok
AgriciDaniel/linkedin-content-creator skool.com AI-powered LinkedIn content generator with text, image & carousel posts. Features smart AI 102 Claude Code 1 876 tok
buildomator/buildomator buildomator.com Structured plan/execute/verify coding workflow for Claude Code: atomic commits, MCP-backed 102 Claude Code 1 769 tok
rand/mnemosyne rand.github.io Mnemosyne is a agentic memory and orchestration system designed to provide Claude Code wit 102 Claude Code 21 8,021 tok
elevenlabs/cli elevenlabs.io Command Line Interface to interact with ElevenLabs voice agents 102 Claude Code, Codex 2 —
mastra-ai/skills Official agent skills for coding agents working with the Mastra AI framework 102 Claude Code, Codex, OpenCode 2 506 tok
AsyrafHussin/agent-skills Skills for AI coding agents — Laravel, PHP, React, TypeScript, testing, security, and code 102 Claude Code, Codex, OpenCode 2 538 tok
indecenti/NucleoOs nucleoos.indexhub.it Web-native OS for the M5Stack Cardputer (ESP32-S3): native firmware + a desktop-class brow 102 Claude Code 14 2,361 tok
cyberlife-coder/VelesDB velesdb.com The explainable, local-first memory engine for AI agents. One ~9 MB binary fuses vector + 102 Claude Code, Codex, OpenCode 3 7,379 tok
Sentinel-One/purple-mcp s1.ai Access SentinelOne's Purple AI and security services through the Model Context Protocol (M 102 Claude Code, Codex, OpenCode 2 5,121 tok
techysy/10router 10Router — local AI routing gateway & dashboard (a streamlined and optimized version of 9R 102 Claude Code 1 2,997 tok
edbizarro/dotfiles :skull: dotfiles! managed by GNU stow 102 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,926 tok
karanshukla/openresto get.openres.to A simple, focused booking management system for restaurants, bars, cafes and more. Set up 102 Claude Code 3 25,746 tok
KimYx0207/HookPrompt aiking.dev Claude Code automatic prompt optimization Hook: Google's prompt engineering bible + 5-task 102 Claude Code 2 —
Parallel-7/FlashForgeUI-Electron Cross-Platform Monitoring & Control for FlashForge 3D Printers 102 Claude Code, Gemini CLI 37 9,572 tok
ZoneMinder/zmNinjaNg zmninjang.zoneminder.com ZoneMinder client for iOS, Android, Windows, macOS, Linux and web. Live camera view, event 101 Claude Code, Codex, OpenCode 7 1,274 tok
leanchy/BingoCode BingoCode is a lightweight, open-source CLI orchestrator inspired by Claude Code. It encap 101 Claude Code 2 —
Toloka/tendem-mcp tendem.ai Home for Human In The Loop Tendem plugin for your agent. 101 Claude Code, Codex, OpenCode 2 1,491 tok
lostvita/AuraPlayer Listening all, Listening freedom! 101 Claude Code, Codex, OpenCode 2 79 tok
cowwoc/cat An agentic workflow with a focus on reliability and developer experience 101 Claude Code 3 396 tok
vvedantb/eva eva.vedantb.com Orchestrate sandboxed agents that run in the cloud while you work 101 Claude Code, Codex, OpenCode 4 1,359 tok
agentii-ai/DocMeld agentii.ai Lightweight Doc-to-agent-ready knowledge pipeline. Three-stage Bronze→Silver→Gold architec 101 Claude Code, Codex, OpenCode 2 3,849 tok
LuckyKuang/codex-tokens-compress An experimental repository for compressing AGENTS.md files in AI collaboration scenarios: 101 Claude Code, Codex, OpenCode 3 611 tok
ascii766164696D/log-mcp MCP server for log file analysis 101 Claude Code 1 1,187 tok