How real projects configure their agents

44,931 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
tobyilee/book-writer Automated book-writing harness with Toby-style voice (11 agents + 10 skills, EPUB output) 85 Claude Code 30 6,960 tok
HasteHealth/HasteHealth haste.health The Open-Source FHIR Server for AI-Native Health Apps 85 Claude Code, Codex, OpenCode 3 1,815 tok
Devolutions/avalonia-extensions Custom Avalonia Themes developed by Devolutions 85 Claude Code, Codex, GitHub Copilot, OpenCode 8 1,444 tok
mituan-ai/PaperBanana-CN Scientific figure workbench with independent VLM/image connections, Chinese UI, and unifie 85 Claude Code, GitHub Copilot 4 445 tok
acryldata/mcp-server-datahub docs.datahub.com The official Model Context Protocol (MCP) server for DataHub (https://datahub.com) 85 Claude Code 2 668 tok
fastxyz/skill-optimizer Benchmark, evaluate, and optimize skills to ensure reliable performance across all LLMs 85 Claude Code, Codex, Gemini CLI, OpenCode 3 1,762 tok
riemannzeta/patent_mcp_server pypi.org MCP Server for USPTO data 85 Claude Code, Codex, OpenCode 2 5,865 tok
KilledByAPixel/LittleJS-AI AI-assisted toolkit for making HTML5 games with LittleJS: the engine, templates, and agent 85 Claude Code, Codex, OpenCode 2 5,801 tok
spacedock-dev/spacedock Zero-dep agent workflows with structured approval gates and adversarial review. 85 Claude Code, Codex, OpenCode 2 503 tok
0xtbug/telbot Go-based tool for managing Telkomsel accounts via Telegram Bot, Terminal CLI, or MCP Serve 85 Claude Code, Codex 1 —
WillEhrendreich/SageFs sagetech.dev Sage Mode for F# development — REPL with solution or project loading, Live Testing for FRE 85 Codex, OpenCode 1 8,819 tok
basecamp/skills basecamp.com AI agent skills for 37signals products: Basecamp, HEY, and Fizzy 85 Codex, OpenCode 1 670 tok
muthuishere/hand-drawn-diagrams examples.deemwar.com Hand-drawn diagram skill for Claude Code and Codex. Generates monochrome architecture, wor 85 Claude Code, Codex, OpenCode 2 2,748 tok
AlterLab-IEU/AlterLab-Academic-Skills alterlab-ieu.github.io 241 evaluated academic Claude/agent skills across 18 research domains — bioinformatics, ch 85 Claude Code 1 2,323 tok
skills/agentic-workflows-that-read-the-room This is a GitHub Skills exercise on how to get started with Agentic Workflows where we wil 85 Claude Code, GitHub Copilot 1 —
brake71/1c-ssl-skills A collection of skills for AI agents working with 1C's Library of Standard Subsystems (BSP 85 Claude Code, Codex 19 1,553 tok
ProfRino/Blender-MCP-Assembly-Skill Blender Assembly is a geometry-building skill for creating reliable 3D models in Blender v 85 GitHub Copilot 1 211 tok
Brads3290/cclogviewer Review Claude Code .jsonl files with a nice HTML UI 85 Claude Code 2 1,279 tok
DeDeveloper23/codebase-mcp Model Context Protocol implementation for retrieving codebases using RepoMix 85 Claude Code 1 270 tok
eai-org/agent-toolkit eai-org.github.io Minimalistic, project-agnostic skills and rules for AI coding agents 85 Claude Code, Codex, OpenCode 2 253 tok
OpenDrone-hw/OpenFC-Lite opendrone.be Open-source Betaflight flight controller. RP2354B, 30.5x30.5 mm, 6-layer, 3-8S, CERN-OHL-S 85 Codex, OpenCode 1 3,803 tok
wardmos/waybill Continue unfinished work across coding agents with portable handoff bundles. 85 Claude Code, Codex, OpenCode 2 635 tok
moorestech/moorestech Animated open world automated factory game 85 Claude Code, Codex, OpenCode 39 4,621 tok
baimard/gestion baimard.github.io 85 Codex, OpenCode 1 65 tok
mortis-cube/mo-code mo-code is an experimental project by mortis implementing Claude Code's core functionality 85 Claude Code, Codex, OpenCode 12 95 tok
gtapps/claude-code-hermit Think Claude Tag, but local. 84 Claude Code, Codex, OpenCode 3 4,076 tok
traverse-framework/traverse traverse-framework.com Contract-driven runtime for portable business capabilities — spec-governed, WASM-first, co 84 Claude Code, Codex, OpenCode 13 1,268 tok
0xSanei/darwinia colab.research.google.com The Self-Evolving Agent Ecosystem — Trading agents that evolve through Darwinian selection 84 Claude Code, Codex, OpenCode 3 1,631 tok
honeymux/honeymux hmx.dev All of your agents, shells, and TUIs in one durable terminal workspace 84 Claude Code, Codex, OpenCode 2 3,532 tok
paulrobello/par_cc_usage Claude Code usage monitor 84 Claude Code 1 714 tok
yxhpy/comfy-prompt-studio AI image-generation web application — Ollama/Gemini prompt enhancement + ComfyUI workflows 84 Claude Code, Codex, OpenCode 2 4,837 tok
jarredkenny/jmux jmux.build A tmux environment built for running coding agents in parallel — with a persistent sidebar 84 Claude Code 1 24,420 tok
jmrplens/TFG-TFM_EPS jmrp.io Plantilla LaTeX para la elaboración de TFG y TFM en la Escuela Politécnica Superior de la 84 Claude Code, Codex, GitHub Copilot, OpenCode 3 14,706 tok
CaptainCrouton89/mcp-boilerplate 84 Claude Code 1 636 tok
lirantal/ls-mcp List MCP Server configurations in your system used by AI applications like Cursor, Claude 84 Codex, OpenCode 1 357 tok
bstaruk/starbase starbase.dev ⭐ A front-end starter kit and Claude Code boilerplate -- built on Vite 8, TypeScript 6, Ta 84 Claude Code 1 268 tok
nikhilvallishayee/universal-pattern-space patternspace.ai Pattern Space: Where Minds Dance Together 84 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,156 tok
adoresever/cloud-code clau, de code modified version 84 Claude Code 1 758 tok
sandst1/remind sandst1.github.io A memory layer for AI Agents 84 Claude Code, Codex, OpenCode 6 3,423 tok
gutsavgupta/nvim-gemini-companion A Neovim plugin to integrate Gemini CLI well (+ Qwen-code now) 84 Gemini CLI 1 776 tok
shyftlabs/continuum docs.continuum.shyftlabs.io Continuum — the agent runtime by ShyftLabs. Build, orchestrate, ship. 84 Claude Code, Codex, OpenCode 13 6,521 tok
skvdhshuk-blip/hao-code Framework-free PHP Agent SDK for Anthropic, OpenAI Responses, and Chat Completions-compati 84 Claude Code, Codex, OpenCode 2 1,936 tok
attunehq/nudge attunehq.com Give your agent a nudge. 84 Claude Code, Codex, OpenCode 6 6,135 tok
Grant-leo/word_chat 84 Claude Code, Codex, OpenCode 3 16,807 tok
Blushyes/reef blushyes.github.io The minimal dev terminal for the AI coding era — AI writes the code, Reef is where you r 84 Claude Code, Codex 6 —
simpx/loopat Self-hosted AI workspace built around context management. Works solo, scales to teams. 84 Claude Code 1 708 tok
kyungseo/skillstead Practical, portable skills for agentic coding workflows — clearer diagrams, checked claims 84 Claude Code, Codex, OpenCode 2 190 tok
jaylfc/taosmd Local-first AI memory — runs offline on any machine with 8 GB+ RAM (SBC, mini PC, laptop, 84 Claude Code, Codex, OpenCode 3 3,177 tok
vaultys/VaultysClaw docs.vaultys.ai Zero-trust security for millions of AI agents 84 Claude Code, GitHub Copilot 6 7,758 tok
AndreiNicu/World-Forge A repository for agentic world building to roleplay in. A world seed template is used for 84 Claude Code, Codex, OpenCode 2 27,020 tok