How real projects configure their agents

43,579 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
dmno-dev/bumpy 🐸 Modern monorepo friendly version management + changelog tool 146 Claude Code 2 187 tok
TechDufus/openkanban TUI kanban board for orchestrating AI coding agents 146 Claude Code, Codex, OpenCode 2 2,094 tok
imbenrabi/Financial-Modeling-Prep-MCP-Server A Model Context Protocol (MCP) implementation for Financial Modeling Prep, enabling AI ass 146 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,823 tok
padamson/playwright-rust playwright-rust.dev Rust language bindings for Microsoft Playwright 146 Claude Code 5 3,503 tok
kothari-nikunj/llm-wiki Personal Wiki 146 Claude Code 2 772 tok
AgentEvalHQ/AgentEval agenteval.dev AgentEval is the comprehensive .NET toolkit for AI agent evaluation—tool usage validation, 146 Claude Code, Codex, GitHub Copilot, OpenCode 15 24,068 tok
forefy/.context forefy.com AI Agent Skills, Goals and Dynamic Workflows for Security Auditing, Pentesting and Researc 146 Claude Code, GitHub Copilot 2 249 tok
KyaniteLabs/kinocut kinocut.dev Guardrailed video editing MCP server for AI agents. FFmpeg, Hyperframes, repurposing tools 146 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 1,690 tok
askie/grix grix.im Grix : Work with agents like talking to people. 146 Claude Code, Codex, OpenCode 4 525 tok
pqpo/pragma pqpo.me Build portable agent teams across models and harnesses, with shared memory, skills, tools, 146 Codex, OpenCode 2 12,945 tok
Ducksss/codex-profiles ducksss.github.io Named CODEX_HOME profiles and ChatGPT Desktop windows with separate local state, without c 146 Codex, OpenCode 5 1,661 tok
makenotion/lore Persistent, shared AI memory backed by Notion for MCP-compatible assistants. 146 Claude Code, Codex, OpenCode 2 3,016 tok
pixel-point/animate-text pixelpoint.io 146 Claude Code, Codex, OpenCode 5 273 tok
ruanrongman/IntelliConnect ruanrongman.github.io Backend service for xiaozhi-esp32 | A Powerful AI agent IoT platform core. 145 Claude Code, Codex, OpenCode 3 2,594 tok
dorkitude/linctl A Linear CLI tool built with agents in mind (but useful to humans too). Implemented in Go 145 Claude Code, Codex, Gemini CLI, OpenCode 3 659 tok
Eric-Song-Nop/mobvibe app.mobvibe.net Just a open Claude Code Remote Control 145 Claude Code, Codex, OpenCode 2 1,754 tok
antropos17/Aegis Local, monitor-first observability for AI agents: processes, file activity, TCP endpoints 145 Claude Code, Codex, OpenCode 2 1,078 tok
causify-ai/helpers causify.ai Causify development system 145 Claude Code 1 1,340 tok
HHU3637kr/skills Some skills for personal use 145 Claude Code, Codex, OpenCode 2 942 tok
johnlindquist/dotagent Universal AI agent configuration parser and converter 145 GitHub Copilot 1 8 tok
KyosukeIshizu1008/berryscode Native IDE for the Bevy game engine, built in Bevy + Rust. Scene editor, ECS inspector, AI 145 Codex, OpenCode 1 1,886 tok
nexus-research-lab/nexus nexusos.cn Multi-agent collaboration platform for persistent, proactive AI agents across rooms, works 145 Claude Code, Codex, OpenCode 3 9,893 tok
softnanolab/bagel Protein Engineering via Exploration of an Energy Landscape 145 Claude Code 2
NiuTrans/ToFu Self-hosted AI assistant with tool use, multi-agent orchestration, coding copilot and a li 145 Codex, OpenCode 1 1,604 tok
longtundiary/ltd-ai-101 LTD AI 101 — Claude Code course for absolute beginners (Thai). Build a stock research tool 145 Claude Code 1 3,260 tok
romarayt/raytsystem-public-os romarayt.github.io Local-first agent workspace for knowledge, tasks, documents and verifiable workflows · Loc 145 Claude Code, Codex, OpenCode 12 1,295 tok
ppgranger/token-saver ppgranger.github.io Content-aware output compression for AI coding assistants. 36 specialized processors cut C 145 Claude Code 1 145 tok
fiberplane/drift Bind specs to code and check for drift. 145 Claude Code 2 780 tok
RinDig/Content-Agent-Routing-Promptbase Routing Architecture for AI Agents through Separation of concerns, applied to AI context 145 Claude Code 1 1,766 tok
shawnla90/gtm-coding-agent Build your go-to-market engine with coding agents instead of a $2K/mo tool stack. 21 chapt 145 Claude Code 1 2,497 tok
antonbabenko/deliberation Ask Codex, Gemini, Grok, and 400+ OpenRouter models (Qwen, Kimi, DeepSeek) for second opin 145 Claude Code, Codex, OpenCode 17 12,307 tok
bitwarden/agent-access Agent Access is an open protocol, CLI tool, and SDK to provide agents with credentials wit 145 Claude Code 1
joshzyj/open-scholar-skill Open scholar skill, a claude code plugin, for academic research 145 Claude Code 57 3,613 tok
clearcotelabs/clearcote-browser clearcotelabs.com Open-source stealth Chromium with engine-level fingerprint spoofing - de-Googled, drop-in 145 Codex, OpenCode 1 843 tok
phuctm97/modelfetch modelfetch.com Runtime-agnostic TypeScript/JavaScript SDK for MCP Servers 145 Claude Code, GitHub Copilot 7 4,001 tok
baz-scm/awesome-reviewers awesomereviewers.com Ready-to-use system prompts for Agentic Code Review. 145 Claude Code 1 1,008 tok
Kayforkind/reimagine-it kayforkind.github.io Kayforkind Content-Derived Design CLI. HTML in, standalone HTML out from the source's own 145 Claude Code, Codex, OpenCode 1 1,130 tok
nixrajput/portfolio-nextjs nixrajput.com This repository contains the source code for a portfolio website built using Next.js, Type 144 Claude Code, Codex, OpenCode 3 3,105 tok
Aiko-IT-Systems/DisCatSharp docs.dcs.aitsys.dev Your library to write discord apps in C# with focus on always providing access to the late 144 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,110 tok
touwaeriol/claude-code-plus plugins.jetbrains.com 🖥️ GUI Plugin for Claude Code / Codex CLI / Gemini CLI in JetBrains IDEs - Run AI coding 144 Claude Code, Codex, OpenCode 2 11,591 tok
tobiasosborne/alethfeld Rigorous Proofs via Adversarial AI Agents 144 Claude Code, Codex, OpenCode 13 444 tok
szaghi/FoBiS FoBiS.py, Fortran projects Building System 144 Claude Code 2 4,321 tok
getmockd/mockd mockd.io High-performance, multi-protocol mock server. HTTP, WebSocket, gRPC, MQTT, SSE, GraphQL, S 144 Claude Code, GitHub Copilot, Cursor 3 4,525 tok
kevmoo/dash_skills Agent Skills for Dart and Flutter ecosytem 144 Gemini CLI 1 565 tok
colossus-lab/openarg_backend AI-powered analysis engine for Argentine government open data. Multi-agent pipeline (Lan 144 Claude Code 7 3,637 tok
Haaareally/Before-You-Ask-Codex-to-Code 144 Codex, OpenCode 1 717 tok
nooscraft/tokuin CLI tool – estimates LLM tokens/costs and runs provider-aware load tests for OpenAI, Anthr 144 Codex, OpenCode 1 1,235 tok
swaroop2004/Proven-Viral-Content-System Research, brainstorm, and generate viral video content for Instagram, YouTube, X, and TikT 144 Claude Code, Codex, OpenCode 10 779 tok
drewnekota/cetus cetus.run One macOS app for Claude Code, Codex, and every agent runtime you use — scheduled runs, gl 144 Codex, OpenCode 1 127 tok
fchangjun/awesome-design-md-cn The design system documentation format proposed by Stitch—record design systems in plain-t 144 Codex, OpenCode 1 950 tok