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
CYRUS-STUDIO/CyReverse cyrus-studio.github.io Sample code from Android reverse engineering articles 300 Gemini CLI 1 140 tok
mathomhaus/guild Shared context, memory, and task coordination across AI coding agents. Single Go binary, l 299 Claude Code, Codex, OpenCode 2 703 tok
samwillis/solidtype A parametric CAD application built on ElectricSQL, Tanstack DB and Durable Streams 299 Codex, OpenCode 1 3,174 tok
Cecilapp/Cecil cecil.app A simple and powerful content-driven static site generator. 299 Codex, OpenCode 1 1,348 tok
agoda-com/api-agent Universal MCP server for GraphQL/REST APIs 299 Claude Code, Codex, OpenCode 2 829 tok
liangdabiao/claude-data-analysis-ultra-main skillhub.cn Enables anyone, including beginners, to perform data analysis with one click. Internet bus 299 Claude Code 20 3,684 tok
amanattar/leetcode-helper 299 Codex, OpenCode 1 2,791 tok
yonatangross/orchestkit orchestkit.dev The Complete AI Development Toolkit for Claude Code. 115 skills, 36 agents, 161 hooks. Ins 299 Claude Code, Codex, OpenCode 2 2,111 tok
grisuno/LazyOwn grisuno.github.io 837 CLI commands. Multi-operator C2. 153 MCP tools for AI agents. The First OSS C2 with Li 299 Claude Code, Codex, OpenCode 2 17,468 tok
bahayonghang/drawio-skills bahayonghang.github.io drawio skills for cc,codex 299 Codex, OpenCode 1 910 tok
prisma/language-tools marketplace.visualstudio.com 🌐 Prisma Language Tools = Language Server and Prisma's VS Code extension. 298 Claude Code, Codex, OpenCode 2 807 tok
ufo5260987423/scheme-langserver Scheme language server 298 Codex, OpenCode 1 14,763 tok
mikeOnBreeze/cc-crossbeam crossbeam-permits.com CrossBeam Permits — AI-assisted building-permit plan review for cities and builders. 298 Claude Code 19 —
opral/flashtype flashtype.ai The markdown editor for Claude & Codex 298 Claude Code 1 —
huiliyi37/dsh-tianshu-tui An interactive terminal UI plugin for the official DeepSeek Harness: custom minimal ANSI r 298 Codex, OpenCode 1 1,210 tok
Cisco-Talos/EvidenceForge Generate realistic synthetic security logs for cybersecurity threat hunting training and r 298 Claude Code, Codex, OpenCode 2 11,973 tok
weidu12123/Liyuan Liyuan — an AI role-playing application centered on an RP agent. 298 Claude Code, Codex, OpenCode 2 1,513 tok
sambanks/octabam sambanks.github.io A remixer for the Elektron Octatrack's OS: modules (custom DSP56300 effects, ColdFire mods 298 Claude Code, Codex, OpenCode 2 6,597 tok
abersheeran/kui kui.aber.sh An easy-to-use web framework. Supports both WSGI and ASGI modes. Gevent or asyncio, this i 297 Claude Code, Codex, OpenCode 2 114 tok
cluesmith/codev Codev helps humans and agents co-develop both the context and the code of the project. 297 Claude Code, Codex, OpenCode 15 4,800 tok
in-the-weeds-hannah-stulberg/substack-articles Learn AI fundamentals, tips, tricks and workflows from In the Weeds articles, with an AI i 297 Claude Code, Codex, OpenCode 5 9,070 tok
Kadajett/agent-nestjs-skills 297 Codex, OpenCode 1 37,287 tok
arcee-ai/nac Give AI agents ambitious work without losing the plot. nac is an open-source harness for l 297 Codex, OpenCode 1 2,185 tok
Floe-Labs/floe-guard floefinance.com AI Initiative Ledger — local spend meter and budget gate for AI tasks. Meters every vendor 296 Codex, OpenCode 1 1,175 tok
vizra-ai/vizra-adk Build, test, and deploy intelligent AI agents the Laravel way 296 Claude Code 1 2,486 tok
SAP/fundamental-ngx sap.github.io Fundamental Library for Angular is SAP Design System Angular component library 296 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 24 6,767 tok
amxv/mcp-manager mcp-manager.ashray.xyz simple web ui to manage mcp (model context protocol) servers in the claude app 296 Cursor 1 100 tok
sudocode-ai/sudocode sudocode.ai Lightweight agent orchestration dev tool that lives in your repo 296 Claude Code 12 —
Undertone0809/rudder rudderhq.dev Open-source local Agent harness for self-improving agent teams: run agents, review work, a 296 Claude Code, Codex, OpenCode 13 4,277 tok
lis186/ccxray ccxray.io X-ray vision for AI agent sessions — a transparent HTTP proxy and dashboard for Claude Cod 296 Claude Code, Codex, GitHub Copilot, OpenCode 22 10,448 tok
tninja/ai-code-interface.el Unified Emacs interface supporting OpenAI Codex, Antigravity CLI, Claude Code, Pi agent, M 296 Codex, GitHub Copilot, OpenCode 2 3,828 tok
basecamp/basecamp-cli basecamp.com Basecamp CLI and Agent Skills 296 Claude Code, Codex, OpenCode 1 2,491 tok
kLOsk/adloop getadloop.com The AI command center for Google Ads, Analytics and Search Console. 296 Claude Code 7 883 tok
handsomeZR-netizen/mathmodel-skill A mathematical modeling skill for three competitions (CUMCM/MCM/Electrician Cup)—harness-a 296 Codex, OpenCode 1 644 tok
acryldev/acryl acryl.dev ACRYL - Agent Context Relay Yielding Lifecycles. One persistent workspace, one canonical c 296 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 14 5,682 tok
Ivorisnoob/Koda ivorisnoob.lol A Material 3 Expressive Music and Video app for Android with YT Music Support 296 Claude Code 1 12,693 tok
Keesan12/martin-loop martinloop.com Run coding agents without babysitting them. Keep jobs focused, bounded, checked and accoun 296 Claude Code, Codex, OpenCode 2 1,964 tok
hsingjui/ContextWeaver ContextWeaver is a tool based on the MCP protocol that uses Tree-sitter and vector search 296 Claude Code, Codex, OpenCode 10 856 tok
Unchiga/Yu-Gi-Oh-Forbidden-Memories-Recompiled Native decompilation and recompilation of Yu-Gi-Oh! Forbidden Memories 296 GitHub Copilot 1 2,143 tok
Arkya-AI/claude-context-os arkya.ai A complete operating system for Claude that prevents context loss and makes multi-session 295 Claude Code 4 687 tok
CounterpartyXCP/counterparty-core counterparty.io Counterparty Protocol Reference Implementation 295 Codex, OpenCode 1 279 tok
DanielPodolsky/ownyourcode ownyourcode.dev Claude Code workflow for AI-mentored development. Work efficiently with Spec-Driven Develo 295 Claude Code 30 —
Hainrixz/cyber-neo tododeia.com Open-source cybersecurity analysis agent for Claude Code. Scans projects for vulnerabiliti 295 Claude Code 1 876 tok
AlexeyLCP/lucx-ui t.me Xray panel fork of 3x-ui: native AmneziaWG (up to 3.1), anti-DPI tunnel sidecars (NaivePro 295 Claude Code, Codex, OpenCode 2 3,805 tok
OpenZeppelin/contracts-wizard wizard.openzeppelin.com Interactive smart contract generator based on OpenZeppelin Contracts. 295 Claude Code 1 —
hoanganh8389/bizcity-twin-ai All Channel One Brain - CRM with one Brain 294 Claude Code, Codex, GitHub Copilot, OpenCode 6 40,498 tok
microsoft/Build-CLI build.microsoft.com Experience Microsoft Build, directly from your terminal, with GitHub Copilot CLI and the M 294 Codex, OpenCode 1 1,583 tok
wordflowlab/article-writer A tool for writing WeChat Official Account articles using Claude Code, Cursor, Codex, and 294 Claude Code, Codex, OpenCode 2 286 tok
jakejarvis/domainstack.io domainstack.io 🧰 All-in-one domain name intelligence as a service 294 Claude Code, Codex, OpenCode 2 5,150 tok
MieMieeeee/ComfyUI-Mie-Package-Launcher 294 Codex, OpenCode 1 9,543 tok