How real projects configure their agents

24,692 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
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
boringcomputers/nehemiah boringcomputers.com On-demand Linux computers you can hand to an AI — real Firecracker microVMs with a browser 346 Claude Code, Codex 1 —
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
gatelynch/llm-knowledge-base Inspired by Andrej Karpathy's llm-wiki concept, a personal knowledge base system that clea 343 Claude Code, Codex, OpenCode 9 2,933 tok
travmiller/paper-console A small, self-hosted thermal printer for news, weather, puzzles, email, and more. 343 Codex, OpenCode 1 1,055 tok
jkingsman/Remote-Terminal-for-MeshCore A remote client for MeshCore radios with packet capture, store-and-decrypt, bots, MQTT, an 343 Claude Code, Codex, OpenCode 2 9,277 tok
bia-technologies/yaxunit bia-technologies.github.io YAxUnit. An extension for running tests 343 Claude Code, Codex, OpenCode 4 2,037 tok
remorses/termcast termcast.app Turn any Raycast extension into a terminal user interface (TUI). Powered by opentui & reac 341 Claude Code, Codex, OpenCode 2 13,729 tok
Ruhan-Wang/Harness_Handbook 341 Codex 1 —
huisezhiyin/sdd-riper Lightweight AI Agent Harness for agentic coding: let strong models explore while humans st 341 Codex, OpenCode 1 1,252 tok
railwayapp/railway-skills railway.com Agent skills for interacting with Railway 341 Claude Code, Codex, OpenCode 2 2,150 tok
BlackBeltTechnology/pi-agent-dashboard pi-dashboard.dev Real-time web dashboard for pi coding-agent sessions. Multi-session view, live chat mirror 341 Claude Code, Codex, OpenCode 2 2,278 tok
magnus919/hermes-profiles Curated Hermes Agent profiles for specialist swarms — opinionated, Hermes-optimized, artif 341 Codex, OpenCode 1 798 tok
AnkRoot/Augment-BYOK 340 Codex, OpenCode 1 6,287 tok
Mathews-Tom/armory mathews-tom.github.io Curated, production-grade skills for AI coding agents. Battle-tested workflows for develop 340 Codex, OpenCode 1 535 tok
semgrep/skills semgrep.dev A collection of skills for AI coding agents from Semgrep 340 Claude Code, Codex, OpenCode 2 1,020 tok
enuno/unifi-mcp-server An MCP server that leverages official UniFi API 340 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 49 15,461 tok
anhe2021212-spec/Tidal_Echo Self-hosted private chat channel between you and your AI companion — PWA, Claude Code, or 340 Codex, OpenCode 1 3,727 tok
niki914/zafiro Open-source BYOK AI agent for Android. Full phone control, native Shell & Python 3, with S 340 Claude Code, Codex, OpenCode 2 2,956 tok
outsourc-e/clawsuite clawsuite.io All-in-one command center for OpenClaw agents 339 Codex, OpenCode 1 2,525 tok