How real projects configure their agents

24,785 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
drunkrhin0/antislop By slop for slop, to remove slop in an AI slop world. 23 Claude Code, Codex, Kiro, OpenCode 2 7,180 tok
nghjjnjnf/echo-kaoyan-english-skill Echo_Graduate Entrance Exam English SKILL: A Codex skill-only plugin for detailed analysis 23 Claude Code, Codex, OpenCode 3 1,380 tok
mitkox/background-coding-agents Background Coding Agents for Manufacturing Example Code 23 Codex, OpenCode 1 3,014 tok
ek0212/second-brain-template 23 Claude Code, Codex, OpenCode 6 605 tok
prashantdivate/yocto-lens A terminal UI for Yocto/OpenEmbedded static analysis, style checks, layer validation, patc 23 Claude Code, Codex, OpenCode 2 484 tok
47vigen/raqam raqam.47vigen.com 🔢 Live-formatting React number input — headless, i18n-first (Persian ۱۲۳, Arabic ١٢٣…), W 23 Claude Code, Codex, OpenCode 4 1,214 tok
degiz/kobo2calibre Embed highlights from Kobo device in Calibre book, and wise-versa 23 Claude Code, Codex, OpenCode 4 862 tok
hanyuancheung/llm-skill A minimal three-layer SKILL system for LLM agents, inspired by Karpathy's LLM-Wiki idea 23 Claude Code, Codex, OpenCode 2 1,076 tok
lelele-cloud/ai-comic-drama One-click AI-generated animated dramas 23 Claude Code, Codex, Cursor, OpenCode 4 143 tok
AshotN/OpenCode-Relay A plugin to integrate the OpenCode AI coding assistant into IntelliJ-based IDEs. 23 Codex, OpenCode 2 361 tok
nicelight/DevRails-26 Agentic memory based SDD dev workflow 23 Codex, OpenCode 1 2,914 tok
KaotoIO/forage kaotoio.github.io Opinionated bean factories for Apache Camel 23 Claude Code, Codex, OpenCode 2 3,089 tok
Abil-Shrestha/tracer Issue tracker for coding agents 23 Claude Code, Codex, OpenCode 2 2,428 tok
ertra/pm-brain-for-cursor AI for Product Managers 23 Claude Code, Codex, Cursor, OpenCode 18 1,590 tok
Just-Agent/make-agents-cheaper Rust CLI for improving prompt cache hit rate in coding-agent workflows 23 Claude Code, Codex, OpenCode 2 783 tok
crimson-knight/llamero A wrapper shard for llama.cpp that acts as a client to work directly with AI models throug 23 Claude Code, Codex, OpenCode 5 2,994 tok
stan-rym/liam-linkedin-ads-MCP liam-mcp.vercel.app Create LinkedIn ad campaigns by talking to Claude (MCP) or a CLI. 23 Codex, OpenCode 1 3,292 tok
VirtusLab-Open-Source/astro-strapi-starter astrostrapi.io The Astro x Strapi Starter template 23 Codex, OpenCode 1 158 tok
tleyden/arty iOS realtime voice assistant w/ translation + connectors 23 Codex, OpenCode 1 386 tok
murabcd/vibestack vibestack-code.vercel.app End-to-End Coding Platform built with Next.js, Vercel Sandbox, and AI SDK 23 Codex, OpenCode 1 681 tok
kalpmodi/akira Autonomous offensive security agent. Plans engagements, runs recon, chains exploits, and w 23 Codex, OpenCode 1 575 tok
dotdevdotdev/agentwire-dev agentwire.dev A self-hosted, keyboard-driven cockpit for running a whole fleet of Claude Code agents at 23 Claude Code, Codex, OpenCode 10 5,255 tok
Gui-Gou/claude-statusline-burnrate Stop opening /usage — a Claude Code status line that does the weekly-limit math: today's s 23 Claude Code, Codex, OpenCode 2 732 tok
zenitheditor/zenith x.com A design document format built for the age of AI agents. Zenith is a plain-text format an 23 Claude Code, Codex, OpenCode 2 1,960 tok
datit309/supergraph datit309.github.io Engineering workflow system for AI coding agents — mandatory planning, TDD, verification, 23 Claude Code, Codex, OpenCode 2 7,024 tok
cometkim/cc-monitor-worker Claude Code monitoring with Cloudflare Workers & Workers Analytics Engine 23 Codex, OpenCode 1 393 tok
lh123aa/bwvi-design Agent-native design decision protocol. CLI + MCP Server, giving AI Agents structured desig 23 Codex, OpenCode 1 3,862 tok
TideSurf/core tidesurf.org Connect Chromium to LLM agents via token-efficient DOM compression. 50-200 tokens per page 23 Claude Code, Codex, OpenCode 2 1,167 tok
IvanMurzak/Unity-AI-Tools-Template Unity MCP Tool template project 23 Codex, OpenCode 1 1,448 tok
preset-io/agor-teammate Agent operating framework for Agor - inspired by OpenClaw 23 Claude Code, Codex, OpenCode 2 1,160 tok
frogobox/frogo-sdk frogobox.github.io Frogo SDK - SDK Core for Easy Development Support AI Agent Skill 23 Claude Code, Codex, OpenCode 3 1,532 tok
eweisbrod/example-project eweisbrod.github.io Template for an Accounting or Finance Research Project 23 Claude Code, Codex, OpenCode 2 1,058 tok
hjanuschka/pi-qmd QMD (Quick Markdown Search) extension for pi coding agent - on-device knowledge base searc 23 Codex, OpenCode 1 136 tok
sunshineLixun/video-publish-skill Local-first Codex skill for preparing and safely staging video publishing assets 23 Codex, OpenCode 1 164 tok
jyt6640/persona-harness Continuously refine your project’s engineering philosophy — and keep AI coding agents hone 23 Codex, OpenCode 1 768 tok
sepahead/crebain Drone simulation with RGB, acoustic, and thermal sensors, native checkpoints, and optional 23 Claude Code, Codex, OpenCode 2 4,032 tok
SaschaBrunnerCH/arcgis-maps-sdk-js-ai-context Install AI assistant context files for ArcGIS Maps SDK for JavaScript development. Support 23 Codex, OpenCode 1 2,049 tok
cholf5/skynet cloudwu/skynet in .NET 23 Claude Code, Codex, OpenCode 2 3,544 tok
F-U-S-E-E/FuseDevelopmentGroup 23 Codex, OpenCode 1 1,269 tok
geekjourneyx/geekx-skills jieni.ai AI Agent skills collection by geekjourneyx for agent-compatible coding, creator, and auto 23 Codex, OpenCode 1 1,524 tok
gtrabanco/agentic-workflow agwo.party Stack-agnostic agentic-programming workflow skills + documentation scaffold 23 Codex, OpenCode 1 8,310 tok
iamasters-academy/iamasters-os skool.com Sistema operativo agéntico para operadores de IA. Sinapsis v4.5 (engine de memoria) + capa 23 Claude Code, Codex, OpenCode 41 6,741 tok
hifly81/bikescout hifly81.github.io AI for tactical cycling intelligence: Predictive mud logic, S-Scale terrain analysis, and 23 Claude Code, Codex 10 —
IvoryCanvas/QAMap npmjs.com Local pull-request review brief for coding agents: the diff, the tests and callers of chan 23 Codex, OpenCode 1 286 tok
olgasafonova/mediawiki-mcp-server MCP server for MediaWiki wikis - search, read, and edit wiki content from AI assistants 23 Claude Code, Codex, OpenCode 2 435 tok
ProfessioneIT/lsp-mcp-server professioneit.com An MCP (Model Context Protocol) server that bridges Claude Code to Language Server Protoco 23 Claude Code, Codex, OpenCode 2 3,369 tok
huisezhiyin/symphlo Local-first runtime for observable, debuggable AI-agent workflows with slidable autonomy a 23 Codex, OpenCode 1 1,464 tok
weby-homelab/power-framework weby-homelab.github.io Local-first control plane for verifiable AI-assisted software engineering and Linux operat 23 Claude Code, Codex 3 —
towerwatchman/Atlas Atlas in Electron 23 Claude Code, Codex, OpenCode 2 1,199 tok
MedARC-AI/nanopath 23 Codex, OpenCode 1 1,109 tok