How real projects configure their agents

23,733 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
lululu811/init-knowledge-base Initialization script based on the knowledge base of Karpathy 24 Codex, OpenCode 1 4,341 tok
bishopZ/2026-Boilerplate bishopz.com A local-first React/Typescript web app boilerplate for 2026. A family of frontend technolo 24 Codex, OpenCode 1 1,506 tok
zhiweio/data-driven-ai-guide zhiweio.github.io Teach Data Engineers How to Think AI. 24 Codex, OpenCode 1 688 tok
kevinslin/agstack LLM Skills 24 Codex, OpenCode 1 142 tok
opsyhq/opsy opsy.sh Infrastructure management for AI agents 24 Claude Code, Codex, OpenCode 2 835 tok
lihaozheCharlie/TwhWiki the-way-here: turn scattered diaries into an indexable map of your life. 24 Codex, OpenCode 1 1,061 tok
berksunduri/GOPost 24 Claude Code, Codex, OpenCode 46 1,695 tok
ricktaylor/hardy BPv7 DTN server implementation 24 Claude Code, Codex, OpenCode 2 2,183 tok
JKorf/Mexc.Net cryptoexchange.jkorf.dev C#/.NET client library for the Mexc.com cryptocurrency exchange REST and WebSocket APIs, s 24 Codex, GitHub Copilot, OpenCode 2 3,068 tok
ja11sop/cuppa A simple, extensible build system for use with Scons 24 Codex, OpenCode 1 15,075 tok
craigsdennis/linkedout-pipelines A way to share external links and track interactions using Cloudflare Pipelines 24 Codex, OpenCode 1 3,487 tok
sy159/snowgo A lightweight rapid-development Golang API project built with Gin + Gorm, ready to use out 24 Codex, OpenCode 1 1,720 tok
yaoyouzhong/boss-resume-filter yaoyouzhong.github.io A local-first recruitment screening workspace | Click the Website below for the product de 24 Claude Code, Codex, OpenCode 2 19,914 tok
acgetchell/delaunay D-dimensional Delaunay triangulations and convex hulls in safe Rust, with Euclidean and to 24 Codex, OpenCode 1 3,450 tok
ABO896/obsidian-university-workflow A powerful, context-aware Templater system for university students using Obsidian. 24 Claude Code, Codex, OpenCode 5 1,346 tok
sinmb79/GongMun-Doctor-MCP 공문닥터-MCP—let's write official documents with AI. 24 Codex, OpenCode 1 1,422 tok
RudderCode/Rudder npmjs.com Make your specs actually comprehensive. Pair your specs with tests to make your coding age 24 Claude Code, Codex, OpenCode 7 265 tok
majiayu000/claude-skill-registry-core majiayu000.github.io Source pipeline for Claude Skills Registry: discovery, archive validation, search indexes, 24 Claude Code, Codex, OpenCode 2 1,264 tok
prajapatimehul/claude-aws-cost-saver Claude Code plugin that finds AWS cost savings. 163 checks across EC2, RDS, S3, Lambda, an 24 Claude Code, Codex, OpenCode 2 5,798 tok
veerps57/memento runmemento.com A local-first, LLM-agnostic memory layer for AI assistants 24 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,591 tok
rayline-ai/rayline rayline.ai Open-source local router for coding agents, connecting Claude Code to cloud and local on-d 24 Claude Code, Codex, OpenCode 2 961 tok
amm10090/fanqie-publisher-skill Playwright-powered Fanqie novel publishing skill with guides and thin adapters for OpenCla 24 Claude Code, Codex, OpenCode 2 2,394 tok
ihabkhaled/ClawAI claw-ai.co Claw is a local-first AI control plane that runs powerful open models on your machine and 24 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 7 6,935 tok
OthmanAdi/openui-forge spruce-prism-8yya.here.now Cross-IDE, multi-stack agent skill for OpenUI (the Open Standard for Generative UI). Adds 24 Codex, OpenCode 1 558 tok
magnusrodseth/sparebank1-cli CLI for the SpareBank 1 personal banking API (accounts, transactions, transfers). BankID l 24 Codex, OpenCode 1 1,310 tok
MoaidHathot/Zakira.Imprint Ship AI Skills, custom instructions, and MCP server configs alongside your NuGet packages. 24 Codex, OpenCode 1 24 tok
meltedinhex/analyst-ai-pack meltedinhex.com An open agent-skills library for malware analysis, reverse engineering, and threat hunting 24 Codex, GitHub Copilot, OpenCode 2 1,536 tok
ankaboot-source/supabase-selfhost-ops ankaboot.io Self-host Supabase in production, AI-ready: read-only MCP for your coding agent with zero 24 Codex, OpenCode 1 13,193 tok
sandraschi/worldlabs-mcp FastMCP 3.2 server and webapp wrapping the World Labs Marble API — generate navigable 3D 24 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,594 tok
maxkle1nz/m1nd m1nd.world m1nd is a local-first context runtime for coding agents: an evidence-bound, continuously v 24 Codex, OpenCode 1 10,604 tok
hecatehq/hecate hecate.sh AI workspace and runtime for projects, chats, providers, memory, approvals, and supervised 24 Claude Code, Codex, GitHub Copilot, OpenCode 8 10,401 tok
staruhub/CrewClaw crewhire.fly.dev Local-first AI Employee OS: discover, hire, supervise, verify evidence, and grow AI employ 24 Codex, OpenCode 1 762 tok
mKeRix/toolscript Efficient MCP tool calling in code mode for Claude Code 24 Claude Code, Codex, OpenCode 5 146 tok
iamraven-tw/Learn-GAS An AI Agent guides beginners through Google Apps Script tutorials, project development, an 24 Claude Code, Codex, OpenCode 2 802 tok
huyphan13189/QE-AI 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 17 10,209 tok
JotJunior/cstk jotjunior.github.io Autonomous software engineering with an audit trail. Specs in, verified code out: persiste 24 Claude Code, Codex, OpenCode 2 509 tok
cesarandreslopez/tauri-agent-tools cesarandreslopez.github.io Agent-driven inspection toolkit for Tauri desktop apps 24 Claude Code, Codex, OpenCode 2 3,772 tok
nagisa77/OpenBoringBar OpenBoringBar is an open-source implementation inspired by [boringbar.app](https://boringb 24 Codex, OpenCode 1 1,735 tok
Beowolve/SnapFX snapfx.org JavaFX Docking Framework 24 Codex, OpenCode 1 2,010 tok
bldrs-ai/conway bldrs-ai.github.io Conway is a high-performance IFC&STEP engine for web-based CAD applications 24 Claude Code, Codex, OpenCode 3 5,874 tok
zhuanggenhua/BoardGame 24 Claude Code, Codex, OpenCode 9 297 tok
growthenginenowoslawski/autoclaybuilder growthenginenowoslawski.github.io Builds Clay tables — correctly, verifiably, the first time. Plan-gated; cloning is the cal 24 Claude Code, Codex, OpenCode 2 2,963 tok
pxx-design/cabinet Translate a feeling you can't name into transferable moves an AI can build — a browser ins 24 Claude Code, Codex, OpenCode 2 241 tok
zbzailabs/Polyglow polyglow.zbz.ai Polyglow is a multilingual Astro theme for content-first blogs, editorial sites, and globa 24 Codex, OpenCode 1 2,285 tok
rios0rios0/pipelines Production‑ready SDLC pipelines for every language, every stage, and every DevOps ecosyste 24 Claude Code, Codex, GitHub Copilot, OpenCode 4 56,783 tok
MorpheusAIs/Morpheus-Lumerin-Node mor.org Enable interaction with distributed, decentralized LLMs on the Morpheus network through a 24 Codex, OpenCode 1 3,296 tok
rainmanjam/poka-yoke Mistake-proofing for software. Shigeo Shingo's poka-yoke method as a Claude Code plugin: a 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 5 1,404 tok
vargHQ/skills varg.ai 73 AI video skills for Claude Code, Codex, Grok, Cursor and Gemini CLI: UGC ads, product v 24 Claude Code, Codex, Gemini CLI, OpenCode 3 3,840 tok
VincentChuWaiChow/vanguard-frontier-agentic Curated marketplace of AI skills, agents, and rules for cloud, zero-trust, and compliance- 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 6,400 tok
ashaychangwani/imprint Record a browser workflow once, get a deterministic MCP tool your AI agent can call. Zero 24 Claude Code, Codex, OpenCode 12 2,888 tok