How real projects configure their agents

32,436 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
CodeGuide-dev/codeguide-starter-lite 519 Claude Code 1 2,843 tok
EmadBeltaje/flutter_getx_template Create flutter project with all needed configuration in two minutes (theme, localization, 519 Claude Code, Codex 8 —
Jiang59991/ginger_wechat_portrait WeChat chat history analyzer — runs in Claude Code, generates dual-user visualization + AI 519 Claude Code 1 —
Piebald-AI/gemini-cli-desktop Web/desktop UI for Gemini CLI/Qwen Code. Manage projects, switch between tools, search ac 519 Claude Code, Codex, OpenCode 2 8,851 tok
tony1223/better-agent-terminal Multi-workspace terminal aggregator with Claude Code AI integration 519 Claude Code, Codex, OpenCode 3 2,289 tok
weapp-vite/weapp-vite vite.weapp.dev weapp-vite brings modern web development practices to traditional mini-program development 519 Claude Code, Codex, OpenCode 3 12,768 tok
MagicCube/agentara Your 24/7 personal assistant powered by Claude Code and OpenAI Codex. Multi-channel messag 518 Claude Code, Cursor 4 213 tok
kachofugetsu09/akashic-agent my akashic 518 Claude Code 1 —
ZaxbyHub/opencode-swarm Architect-centric agentic swarm plugin for OpenCode. Hub-and-spoke orchestration with SM 518 Claude Code, Codex, GitHub Copilot, OpenCode 5 10,577 tok
nimrodfisher/data-analytics-skills A comprehensive list of Claude & Codex skills for a wide range of data analytics tasks 518 Claude Code 1 981 tok
halby24/RenderDocMCP 517 Claude Code 3 1,504 tok
oculus-samples/Unity-PassthroughCameraApiSamples A Sample Project for Passthrough Camera API in Unity. 516 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 9 1,092 tok
humanlayer/agentcontrolplane ACP is the Agent Control Plane - a distributed agent scheduler optimized for simplicity, c 516 Claude Code, Cursor 2 1,152 tok
jnMetaCode/ai-shortfilm-prompts prompts.aiolaola.com Claude Code Skill that turns any idea into a cinematic, model-ready video prompt — Sora · 516 Claude Code 1 939 tok
antgroup/vsag vsag.io vsag is a vector indexing library used for similarity search. 516 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,535 tok
muthuishere/mcp-server-bash-sdk examples.deemwar.com MCP server SDK/example implemented entirely in bash — build a Model Context Protocol serve 515 Claude Code 13 2,713 tok
Cranot/roam-code roam-code.com Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 l 515 Claude Code, Codex, OpenCode 9 14,965 tok
freee/freee-mcp freee.co.jp Model Context Protocol (MCP) server for freee API integration 515 Claude Code 4 3,117 tok
Th0rgal/sandboxed.sh sandboxed.sh Safe runtime for autonomous on-chain AI agents: isolated sandboxes, Library skills, encryp 515 Claude Code, Codex, OpenCode 3 3,510 tok
partcad/partcad partcad.org Package manager for things. Start designing modular hardware! PartCAD is the standard for 515 Claude Code, Codex, Cursor, OpenCode 22 16,681 tok
BrowserOperator/browser-operator-core browseroperator.io Browser Operator - The AI browser with built in Multi-Agent platform! Open source alternat 514 Claude Code 1 1,984 tok
chandra447/pi-hermes-memory Hermes-style persistent memory and learning loop for Pi coding agent 514 Claude Code, Codex, OpenCode 2 1,014 tok
apmantza/pi-lens npmjs.com Real-time code feedback for pi — LSP, linters, formatters, structural analysis 514 Claude Code, Codex, OpenCode 13 17,664 tok
jayminwest/warren app.warren.run Run coding agents like infrastructure, not terminal sessions. Warren manages isolation, li 513 Claude Code, Codex, OpenCode 9 12,623 tok
davekilleen/Dex Your AI Chief of Staff — a personal operating system starter kit that adapts to your role. 512 Claude Code, Codex, OpenCode 9 11,057 tok
kenn-io/kata katatracker.com Local-first issue tracking for AI-assisted software work, with an agent-friendly CLI and h 512 Claude Code, Codex, OpenCode 4 6,234 tok
dogwood-policy/dogwood dogwood-policy.github.io Reference parser and interpreter for the Dogwood policy language 512 Claude Code, Codex, OpenCode 6 854 tok
aviator-co/av aviator.co A command line tool to manage stacked PRs with Aviator 511 Claude Code 1 1,531 tok
code-yeongyu/senpi pi had nothing (nothing), so I made something (something) — sorry mariozechner-senpai, I w 511 Claude Code, Codex, OpenCode 5 5,222 tok
itechmeat/open-second-brain dark-factory.techmeat.dev Local-first 🧠 memory for Hermes Agent that lives in your Obsidian vault and remembers pro 511 Claude Code 1 824 tok
Lingtai-AI/lingtai LingTai AI 510 Claude Code 1 4,597 tok
vtemian/micode RPI OpenCode Plugin 510 Claude Code, OpenCode 2 1,707 tok
Hainrixz/open-carrusel AI-powered Instagram carousel builder. Chat with Claude to design slides; export as PNGs a 510 Claude Code, Codex, OpenCode 6 844 tok
a2aproject/a2a-java a2aproject.github.io Official Java SDK for the Agent2Agent (A2A) Protocol 509 Claude Code, Codex, OpenCode 5 1,853 tok
av/remotion-bits remotion-bits.dev Ready-made animated components for Remotion — charts, transitions, text reveals, and more 509 Claude Code, Codex, OpenCode 3 1,515 tok
ryantsai/KKTerm kkterm.ryantsai.com Super-tool for vibe coders & system admins — terminals, SSH, SFTP, RDP/VNC, dashboards, in 509 Claude Code, Codex, OpenCode 3 3,228 tok
Deuz-AI/Deuz-SDK deuz-sdk.tech TypeScript AI SDK and agent framework with zero dependencies. Build production AI agents a 508 Claude Code 1 —
managedcode/dotnet-skills skills.managed-code.com One of the largest .NET-focused skill collections for AI coding assistants, with a catalog 508 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 14,250 tok
VikashLoomba/copilot-mcp discord.gg A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with Gi 507 Claude Code, Codex, OpenCode 2 4,006 tok
ericboy0224/learn-docker-and-k8s Interactive AI-driven game to learn Docker, Linux, networking & Kubernetes. Open in Claude 507 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 14 796 tok
dkyazzentwatwa/project-starbeam linktr.ee The Ultimate ESP32 Jammer w/ 5 Radios. #RIPflipper -- V2 OUT NOW 507 Claude Code, Codex, OpenCode 2 7,959 tok
pilinux/gorest Go RESTful API starter kit with Gin, JWT, GORM (MySQL, PostgreSQL, SQLite), Redis, Mongo, 506 Claude Code, Codex, OpenCode 2 8,088 tok
briiirussell/cybersecurity-skills Cybersecurity skills for AI coding agents (Claude Code, Cursor, Codex) 504 Claude Code 1 2,061 tok
codesstar/loci Memory Palace for AI — persistent memory, identity, and multi-project orchestration for Cl 504 Claude Code, Codex, OpenCode 5 258 tok
intelligencedev/manifold intelligence.dev Manifold is an experimental platform for enabling long horizon workflow automation using t 503 Claude Code, Codex, OpenCode 2 4,630 tok
MaxKmet/idea-validation-agents AI agents that act as your personal venture analyst - from startup idea brainstorming to f 503 Claude Code, Codex, OpenCode 18 2,155 tok
ChenChenyaqi/learn-anything Learn Anything is an AI-powered recursive learning system — Socratic deep-dives and TDD-st 503 Claude Code, Codex, OpenCode 2 1,052 tok
rohunvora/just-fucking-cancel cancel-stuff.vercel.app claude code cancels your subscriptions for you 502 Claude Code 1 —
mantisfury/ArkhamMirror Local-first AI-powered document intelligence platform for investigative journalism 502 Claude Code 1 2,199 tok
frenzymath/Danus Orchestrating Mathematical Reasoning Agents with Fact-Graph Memory 502 Claude Code, Codex, OpenCode 5 2,595 tok