How real projects configure their agents

23,614 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
automagik-dev/genie docs.automagik.dev Wishes in, PRs out. CLI agent that interviews you, plans the work, dispatches parallel age 351 Claude Code, Codex, OpenCode 5 14,573 tok
rengwu/chartr chartr.dev An organizable, terminal-first agentic workspace with plugins 351 Codex, OpenCode 1 316 tok
plmbr/notebook-intelligence nbi.plmbr.dev A JupyterLab extension supporting Claude Code, Copilot, Ollama, and OpenAI-compatible LLMs 350 Claude Code, Codex, OpenCode 2 624 tok
TheMattBerman/meta-ads-kit Open source AI ad manager. Replace 20 min of Ads Manager with a 2-min briefing. Built with 350 Codex, OpenCode 1 1,041 tok
galleonlabs/hypergrok-trading-desk x.ai Hyperliquid trading desk for AI agents: 7 roles, 17 skills and keyless market tools. Resea 350 Claude Code, Codex, Gemini CLI, OpenCode 3 841 tok
peterroelants/peterroelants.github.io peterroelants.github.io Blog 349 Claude Code, Codex, OpenCode 2 679 tok
drivelineresearch/openbiomechanics openbiomechanics.org The open source initiative for anonymized, elite-level athletic motion capture data. Run b 349 Claude Code, Codex, OpenCode 2 1,409 tok
BetterWright/betterwright betterwright.com A persistent, policy-guarded Playwright browser for AI agents — network policy, encrypted 349 Codex, OpenCode 1 1,308 tok
shopsys/shopsys shopsys.com Main repository for maintaining Shopsys Platform packages. Open for ISSUES and PULL REQUES 349 Claude Code, Codex, OpenCode 46 1,702 tok
neohaskell/NeoHaskell neohaskell.org ⏩ NeoHaskell is a dialect of Haskell that is focused on newcomer-friendliness and producti 348 Claude Code, Codex, OpenCode 72 5,063 tok
madviking/headless-pm This is a simple headless project management system that helps coordinate several instance 348 Claude Code, Codex, OpenCode 2 6,215 tok
drivelineresearch/autoresearch-claude-code Autonomous experiment loop skill for Claude Code — port of pi-autoresearch 348 Claude Code, Codex, OpenCode 2 555 tok
mediar-ai/fazm fazm.ai Fazm Desktop for macOS 348 Claude Code, Codex, OpenCode 4 12,081 tok
hmmhmmhm/daiso-mcp daiso-mcp.aka.page Turn Daiso into an MCP! It also enables searches for Korean local retailers and cinemas th 348 Claude Code, Codex, Gemini CLI, OpenCode 3 6,565 tok
krispuckett/SwiftUIShaders 41 hand-curated drop-in SwiftUI Metal shader effects — holographic foil, kaleidoscope, mag 348 Claude Code, Codex, OpenCode 2 2,530 tok
remorses/usecomputer usecomputer.org Fast computer automation CLI for AI agents. Control any desktop with screenshots, clicks, 348 Codex, OpenCode 1 2,433 tok
fitchmultz/pi-cursor-sdk Run Cursor's agent loop inside the pi coding agent via local Cursor SDK agents, with nativ 348 Codex, OpenCode 1 7,890 tok
Green-PT/honey-for-devs Honey (I Shrunk the AI) by GreenPT: a cross-tool coding skill that cuts AI coding-agent to 348 Codex, GitHub Copilot, Kiro, OpenCode 3 9,745 tok
ferdousbhai/investor-agent A Model Context Protocol server for building an investor agent 348 Claude Code, Codex, OpenCode 2 326 tok
Sayhi-bzb/Agent-HTML agent-html.org You don't need a chat ui but a canvas with ai. 347 Claude Code, Codex, OpenCode 11 535 tok
ShareX/XerahS xerahs.com XerahS is a cross platform reimagining of the ShareX user interface built with Avalonia. I 347 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 30 814 tok
my-take-dev/inspired-mino-design-skills Development skills created from materials published on Minodrive's website. 347 Codex, OpenCode 8 3,661 tok
SirAllap/agentglass sirallap.github.io 🛰 Every AI coding agent on your machine, on one screen — live cost, tokens and tool calls 347 Claude Code, Codex, OpenCode 2 3,587 tok
yazinsai/tilawa tilawa.dev Offline Quran verse recognition — identify surah and ayah from audio. (Formerly offline-ta 347 Codex, OpenCode 1 1,849 tok
realchendahuang/FlareMo flaremo.app A Cloudflare-native personal knowledge management system with a Memos-compatible API. 347 Codex, OpenCode 1 3,511 tok
Utopai-Research/pai-pro Local AI filmmaking studio — skills, canvas, timeline — driven from your coding agent. 346 Claude Code, Codex, OpenCode 4 4,594 tok
Southclaws/storyden storyden.org With a fresh new take on traditional bulletin board forum software, Storyden is a modern, 346 Claude Code, Codex, OpenCode 30 3,597 tok
contentful/contentful-migration 🚚 Migration tooling for contentful 345 Codex, OpenCode 1 833 tok
aminueza/terraform-provider-minio registry.terraform.io Terraform provider for MinIO and S3-compatible storage (R2, B2, Hetzner, Spaces) — buckets 345 Codex, OpenCode 1 1,729 tok
robiot/fable-os An agentic operating system where the kernel is controlled directly by Claude 345 Codex, OpenCode 1 1,877 tok
okx/onchainos-skills Skills for AI agents to integrate with the OKX OnchainOS API — Wallet, token discovery, ma 345 Claude Code, Codex, OpenCode 2 1,509 tok
jdubois/dr-jskill julien-dubois.com An Agent Skill for creating Spring Boot applications 345 Codex, OpenCode 1 1,089 tok
7df-lab/devo devo.7df.ai A self-improving agent. Tested on DeepSeek, Qwen, Kimi, GLM models. Supports MCP, Skills. 345 Codex, OpenCode 1 1,652 tok
Dicklesworthstone/franken_ocr Pure-Rust, CPU-only OCR engine for Baidu Unlimited-OCR (a DeepSeek-OCR-derived 3B MoE VLM) 345 Claude Code, Codex, OpenCode 2 5,852 tok
InditexTech/mcp-server-simulator-ios-idb A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators th 345 Codex, OpenCode 1 1,627 tok
kunchenguid/vision Agent skill that mines your repo's history to draft a VISION.md, stress-tests it with hard 345 Claude Code, Codex, OpenCode 2 150 tok
Mats2208/MCP-Packet-Tracer mcpnetwork.top AI-powered Cisco Packet Tracer automation over MCP. Describe a network in natural language 345 Codex, OpenCode 1 1,318 tok
shenjingnan/xiaozhi-client xiaozhi-client.shenjingnan.com Xiaozhi AI client, currently mainly used for MCP integration 345 Claude Code, Codex, GitHub Copilot, OpenCode 32 7,158 tok
Orkas-AI/Orkas-VideoStudio orkas.ai Turn your coding agent into a video studio: describe a video in plain language, and your a 344 Codex, OpenCode 1 639 tok
ellipticmarketing/modelrelay Archived October 1, 2026. No longer maintained. No updates, bug fixes, security patches, o 344 Codex, OpenCode 1 1,514 tok
auth0/auth0-cli auth0.github.io Build, manage and test your Auth0 integrations from the command line 344 Claude Code, Codex, OpenCode 2 2,182 tok
10xChengTu/Mux0 mux0.com A native macOS terminal built on libghostty. Workspaces, tabs, and split panes for your re 344 Claude Code, Codex, OpenCode 20 3,609 tok
Jeidoban/Ironsmith ironsmith.app Create personal Mac apps instantly with a prompt. Supports on-device and cloud LLMs 344 Codex, OpenCode 1 2,149 tok
milisp/mcp-linker mcp-linker.milisp.dev Manage MCP servers, skills and plugins across Claude Code, Codex, Cursor and more. Built-i 344 Codex, OpenCode 1 609 tok
openma-ai/open-managed-agents openma.ai OpenMA handles sessions, execution and recovery, so you can build and run agents with any 344 Codex, OpenCode 1 6,388 tok
dondai44423/bladebro A Fully free agentic browser driver for AI , few tools, full control, real stealth, top-ti 344 Claude Code, Codex, OpenCode 2 3,324 tok
kousen/claude-code-training Slides and demos for a training course on Claude Code 343 Claude Code, Codex, OpenCode 9 2,631 tok
Totoro-jam/battle-tested-patterns patterns.totorojam.com Battle-tested programming patterns from production codebases — React, Linux, Go, Chromium, 343 Claude Code, Codex, OpenCode 7 2,194 tok
cvet/fonline fonline.ru FOnline Engine is a flexible cross-platform isometric game engine 343 Codex, OpenCode 1 4,289 tok
tuchg/Lucarne Stop babysitting local AI agents. Just notifications, approve, and resume your Codex,Pi,Gr 343 Codex, OpenCode 1 1,090 tok