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
TatsukiMeng/ai-native-engineering ai.mengchen.icu 60 Claude Code, Codex, OpenCode 2 7,705 tok
axiomhq/cli axiom.co The power of Axiom on the command line. 60 Claude Code, Codex, OpenCode 2 1,032 tok
bborn/taskyou taskyou.dev Personal task queue 60 Claude Code, Codex, OpenCode 1 4,688 tok
sysnet4admin/SSF SSF: Super Simple & Fast Kubernetes Learning Course | Vanilla K8s & GKE | CI/CD, GitOps, M 60 Claude Code, Codex, OpenCode 2 1,830 tok
ondata/ckan-mcp-server ondata.github.io MCP server for querying CKAN open data portals (package search, DataStore SQL, organizatio 60 Claude Code, Codex, OpenCode 10 7,695 tok
Consiliency/Code-Index-MCP Code indexing MCP server to provide context to coding agents. 60 Claude Code, Codex, OpenCode 15 5,331 tok
xindoo/ai-novel-lab github.xindoo.xyz AI novel generation laboratory 60 Codex, OpenCode 1 2,326 tok
PromptExecution/just-mcp mcp server for just 60 Claude Code, Codex, OpenCode 2 1,019 tok
SaigonXIII/evc The open-source marketing agent workspace for Claude Code. 42 commands, 12 hooks, 4 indust 60 Codex, OpenCode 1 250 tok
cai-layer/cai getcai.app Press ⌥C on anything. Transform with AI, scripts, and shortcuts on any selection. 100% loc 60 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,492 tok
rapidly-labs/rapidly-sdk rapidly.io Realtime audio separation running fully on-device across iOS, macOS, Android, Linux and Wi 60 Codex, OpenCode 1 1,876 tok
znlgis/my-opencode-deepseek-config znlgis.github.io My OpenCode × DeepSeek Config 60 Codex, OpenCode 1 141 tok
hztBUAA/all-in-obs 60 Codex, OpenCode 1 745 tok
Rphone/zotero-tab-enhance Tab Enhance is a Zotero plugin that adds more convenient features to Zotero tabs. 60 Codex, OpenCode 1 3,967 tok
flankerhqd/cyvisguard Security control plane for AI agents — identity and delegation, capability policy, data-fl 60 Claude Code, Codex, OpenCode 2 2,198 tok
ZengLiangYi/ChatCrystal zengliangyi.github.io Local-first AI PKM for coding conversations: import Claude Code/Cursor/Codex, distill note 60 Codex, OpenCode 1 3,013 tok
Top3d-ai/world-builder Get a full interactive 3D scene assembled in Blender 60 Claude Code, Codex, OpenCode 9 6,335 tok
connorads/remobi remobi.app 📱 Your terminal. Everywhere. 60 Claude Code, Codex, OpenCode 3 2,323 tok
spboyer/sensei spboyer.github.io Skill for iteratively improving SKILL.md frontmatter compliance using the Ralph loop patte 60 Codex, GitHub Copilot, OpenCode 2 2,518 tok
magpie-lang/magpie 60 Codex, OpenCode 1 1,442 tok
acartine/foolery thecartine.substack.com Agent orchestration Web-UI 60 Claude Code, Codex, OpenCode 9 3,420 tok
bbartling/niagara4-vibe-code-addict Niagara 4 optimization blocks mostly made by ChatGPT and tested out by Ben. 60 Codex, OpenCode 1 464 tok
IvanMurzak/Unity-AI-ParticleSystem ai-game.dev MCP Tools for Unity Particle System — create and edit particle effects with AI. 60 Codex, OpenCode 1 1,012 tok
nl8590687/lemonclaw LemonClaw, an open-source, universal AI digital employee agent 60 Claude Code, Codex, OpenCode 2 401 tok
kkkano/FinSight Multi-agent conversational financial research platform. Provides specialized agents for pr 60 Codex, OpenCode 1 3,255 tok
qodo-ai/qodo-skills 60 Codex, OpenCode 1 378 tok
Dicklesworthstone/frankenmermaid frankenmermaid.pages.dev Next-gen Rust diagram engine: 32 Mermaid-compatible diagram types, 18 layout algorithms pl 60 Codex, OpenCode 1 10,072 tok
csml-rpi/AI-CFD-Scientist 60 Claude Code, Codex, OpenCode 2 4,463 tok
longhang2004/vietnamese-humanizer vietnamese-humanizer-g1o9.vercel.app Agent Skills and lightweight tools for clearer, more natural Vietnamese writing, translati 60 Codex, OpenCode 1 278 tok
xg-gh-25/SwarmAI One brain, many hands: a self-evolving Agent OS. Domain knowledge (Brains) drives the work 60 Claude Code, Codex, Kiro, OpenCode 11 25,810 tok
zhanglongxiao111/indesign-cli Agent-native CLI for Adobe InDesign automation — 150 tools, HTML ↔ InDesign conversion, an 60 Claude Code, Codex, OpenCode 18 6,211 tok
camthink-ai/NeoMind NeoMind is a Rust-based edge AI platform that enables autonomous device management and aut 60 Claude Code, Codex, OpenCode 2 9,766 tok
TAJD/projektor tajd.github.io Self hosted Wiki + Jira-style AI native issue tracker on Cloudflare Workers 60 Claude Code, Codex, OpenCode 2 8,739 tok
sema-lisp/sema sema-lang.com A Lisp with first-class LLM primitives, implemented in Rust 60 Claude Code, Codex, OpenCode 8 7,706 tok
FerroxLabs/tvcontrol TVControl by Ferrox Labs — TradingView MCP System. AI remote control for TradingView Deskt 60 Claude Code, Codex, OpenCode 2 5,632 tok
MrPunyapal/laravel-auditor mrpunyapal.github.io Evidence-based audit methodology and read-only Laravel context tools for existing AI codin 60 Claude Code, Codex, OpenCode 7 698 tok
Pantani/tdmcp pantani.github.io TouchDesigner MCP server, describe a visual to Claude, Cursor or Codex and it builds a rea 60 Claude Code, Codex, OpenCode 3 8,005 tok
scarletkc/Perenna pypi.org A lightweight, Git-backed permanent memory for AI agents. 60 Codex, OpenCode 1 1,347 tok
lossless-claude/lcm lossless-claude.com Lossless context management for Claude Code 60 Claude Code, Codex, GitHub Copilot, OpenCode 7 2,516 tok
samoylenkodmitry/Cranpose samoylenkodmitry.github.io Cranpose is a Jetpack Compose-inspired declarative Rust UI framework. https://crates.io/cr 60 Claude Code, Codex, OpenCode 2 5,720 tok
sergebulaev/threads-skills cccrafts.ai Threads marketing skills for Claude Code and Codex: posts, multi-post threads, hooks, repl 60 Claude Code, Codex, OpenCode 2 4,653 tok
Stieges/bpmn-generator Enterprise BPMN 2.0 Generator — JSON Logic-Core → ElkJS Layout → OMG-compliant XML + SVG 60 Claude Code, Codex, OpenCode 2 25,506 tok
greenpau/go-authcrunch authcrunch.com AuthCrunch provides Authentication, Authorization, and Accounting (AAA) Security Functions 60 Codex, OpenCode 45 992 tok
ardiannurcahya/open-graph-memory ogm.svclabs.cloud OpenGraphMemory : Self-hosted knowledge graph extraction, temporal graph storage, and agen 59 Codex, OpenCode 1 871 tok
agentteamhq/agentteam-email agentteam.email Open-source email infrastructure for AI agents. 59 Claude Code, Codex, OpenCode 2 2,172 tok
udecode/plate-template template.platejs.org Minimal Plate template with React 19, Next 16, Tailwind 4, MCP. 59 Claude Code, Codex, OpenCode 3 345 tok
api7/aisix-archived api7.ai An open source, Native AI Gateway and LLM proxy built in Rust 59 Codex, OpenCode 1 3,729 tok
Tyuts/xiaobai-skills Beginner-friendly Codex skills starter pack and library curator 59 Codex, OpenCode 1 561 tok
sui-ni2/personal-ai-os A privacy-first, provider-neutral personal AI workbench with chat, memory, auditable tools 59 Codex, OpenCode 1 747 tok
moztw/www.moztw.org moztw.org Repository of moztw.org 59 Codex, OpenCode 1 356 tok