How real projects configure their agents

23,280 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
openma-ai/open-managed-agents openma.dev Self-host AI agents with Claude Managed Agents and OpenAI Agents API support. Sessions, to 275 Codex, OpenCode 1 6,178 tok
ship-studio/ship-studio ship.studio The professional studio for modern development — build it, ship it, host it without leavin 275 Claude Code, Codex, OpenCode 3 13,123 tok
RealMikeChong/ultra-mcp 100x Your Claude Code, Gemini CLI, Cursor and/or any coding tools with MCP client support 275 Claude Code, Codex, OpenCode 2 5,766 tok
zditor/zditor-docs zditor.com 274 Codex, OpenCode 1 402 tok
shangyankeji/super-dev superdev.goder.ai Engineering workflow layer for AI coding tools with specs, review, quality gates, and trac 274 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 9 11,166 tok
meta-quest/Meta-Spatial-SDK-Samples The Meta Spatial SDK Samples is a collection of code samples and projects that demonstrate 274 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 6 413 tok
joshuadavidthomas/opencode-agent-skills An OpenCode plugin that provides tools for using agent skills 274 Claude Code, Codex, GitHub Copilot, OpenCode 5 2,123 tok
MieMieeeee/ComfyUI-Mie-Package-Launcher 274 Codex, OpenCode 1 6,361 tok
Kadajett/agent-nestjs-skills 274 Codex, OpenCode 1 37,287 tok
poteto/noodle poteto.github.io Orchestrate agents using skills 274 Claude Code, Codex 34 284 tok
phase-rs/phase preview.phase-rs.dev A rules engine and game client — Rust + WASM + React 274 Claude Code, Codex, Gemini CLI, OpenCode 38 7,780 tok
huiliyi37/dsh-tianshu-tui An interactive terminal UI plugin for the official DeepSeek Harness: custom minimal ANSI r 274 Codex, OpenCode 1 1,210 tok
spytensor/openmozi A custom Agent OS built to be hackable, heavily inspired by OpenClaw. 274 Claude Code, Codex, OpenCode 4 8,211 tok
detroittommy879/aicodeprep-gui wuu73.org Surgical context engineering with a nice UI, Windows, Mac, Linux, BSD, anywhere where pyth 273 Claude Code, Codex, OpenCode 2 3,881 tok
oculus-samples/Unity-Phanto Phanto is a showcase of the Meta Quest Mixed Reality APIs. This project demonstrate how to 273 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,044 tok
antfu/ghfs GitHub issues/PRs as filesystem, for offline view and operations in batch. Designed for hu 273 Codex, OpenCode 1 2,139 tok
Sagit-chu/flvx sagit-chu.github.io FLVX forwarding panel 273 Codex, OpenCode 1 732 tok
KimYx0207/Meta_Kim aiking.dev Governed execution layer for AI coding assistants: clarify intent, route capabilities, rev 273 Claude Code, Codex, OpenCode 2 13,016 tok
sven-n/MuMain 273 Claude Code, Codex, OpenCode 2 440 tok
AIOSAI/AIPass aipass.ai Persistent Agent Workspace — AI agents that remember, collaborate, and never start from ze 273 Claude Code, Codex, OpenCode 7 568 tok
langfuse/skills langfuse.com Agent Skills for Langfuse, the open source LLM engineering platform for tracing, prompt ma 273 Claude Code, Codex, OpenCode 2 1,582 tok
aiqinxuancai/AutoLinker AutoLinker support library for E-language AI Agents and MCP services. Also supports using 273 Claude Code, Codex, OpenCode 2 1,079 tok
natolambert/colloquium natolambert.github.io A markdown native slides tool for academics building with agents. 273 Claude Code, Codex, OpenCode 4 957 tok
chaxus/ran ran.chaxus.com ranui — a Web Components UI library — plus ranuts utilities. Hand-built frontend infrastru 272 Codex 1
akseolabs-seo/AK-Threads-booster AK體 · Data-driven Threads writing advisor. Uses your post history, algorithms, and social 272 Codex, OpenCode 1 1,099 tok
tobilg/ai-observer Unified local observability for AI coding assistants 272 Claude Code, Codex 1 3,189 tok
xigua-wang/skill-doctor Local-first inspector for coding-agent skills, conflicts, precedence, and risk analysis. 272 Codex, OpenCode 2 580 tok
Dicklesworthstone/asupersync Async runtime for Rust where correctness is structural: region-owned tasks, cancel-correct 272 Claude Code, Codex, OpenCode 3 19,928 tok
basecamp/basecamp-cli basecamp.com Basecamp CLI and Agent Skills 272 Claude Code, Codex, OpenCode 1 1,938 tok
haolange/InfinityRenderPipeline Graphics Research for Unity Scriptable Render Pipeline. 271 Codex, OpenCode 1 8,828 tok
olo-dot-io/Uni-CLI olo-dot-io.github.io One command for every interface—search, run, and inspect real software across APIs, browse 271 Codex, OpenCode 1 1,946 tok
BetterWright/betterwright betterwright.com A persistent, policy-guarded Playwright browser for AI agents — network policy, encrypted 271 Codex, OpenCode 1 1,265 tok
nyatinte/ccexp npmjs.com interactive terminal interface for discovering, previewing, and managing Claude Code confi 270 Claude Code, Codex, OpenCode 5 3,808 tok
endorhq/rover endor.dev A manager for AI coding agents that works with Claude Code, Cursor, Gemini, Codex, and Qwe 270 Claude Code, Codex, Gemini CLI, OpenCode 6 2,146 tok
radix-ng/primitives radix-ng.com Headless, signals-first UI primitives for Angular. Accessible. Customizable. 270 Claude Code, Codex, GitHub Copilot, OpenCode 17 11,190 tok
loulanyue/awesome-claude-notes Community-maintained distribution of reusable AI coding agents, commands, skills, hooks, a 270 Claude Code, Codex, OpenCode 2 2,268 tok
jumbocontext/cli jumbocontext.com Memory and Context Orchestration for Coding Agents 270 Codex, OpenCode 1 38 tok
betta-tech/harness-sdd 269 Claude Code, Codex, OpenCode 9 1,769 tok
dnouri/pi-coding-agent Emacs frontend for the Pi coding agent 269 Codex, OpenCode 1 4,052 tok
gregs1104/pgbent PostgreSQL Benchmarking Toolkit 269 Codex, GitHub Copilot, OpenCode 2 1,244 tok
amanattar/leetcode-helper 269 Codex, OpenCode 1 2,791 tok
bowenliang123/markdown-exporter marketplace.dify.ai An Agent Skill and Dify plugin to transform Markdown to files of DOCX, PPTX, XLSX, PNG, PD 269 Codex, OpenCode 1 1,274 tok
Ariestar/sivtr sivtr.pages.dev A unified agent memory workspace for human and agent | A unified agent memory workspace 269 Claude Code, Codex, OpenCode 5 5,654 tok
pbakaus/agent-reviews agent-reviews.com Token efficient, automated Github review workflows and bug fixing. 269 Claude Code, Codex, OpenCode 2 743 tok
ExpTechTW/DPIP exptech.dev Disaster Prevention Information Platform (防災資訊整合平台) 268 Claude Code, Codex, OpenCode 2 3,741 tok
antithesishq/antithesis-skills AI Skills for Antithesis Users 268 Claude Code, Codex, OpenCode 2 1,196 tok
byteseek/Mira Agent-native investment research workspace for evidence-tracked, refreshable investment th 268 Claude Code, Codex, OpenCode 2 1,883 tok
NVIDIA/cosmos-curator Cosmos Curator is a powerful video curation system that processes, analyzes, and organizes 268 Claude Code, Codex, Gemini CLI, OpenCode 3 1,442 tok
saeloun/miru-web miru.so Miru | Time Tracking and Invoicing and Employee Benefits. Built using Ruby On Rails and Re 267 Claude Code, Codex, OpenCode 4 1,466 tok
PacificStudio/openase pacificstudio.ai Ticket-Driven Automated Software Engineering. OpenASE is an all-in-one platform that turns 267 Codex, OpenCode 9 1,518 tok