How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
mjthoraval/Weavero mjthoraval.github.io A Zotero plugin with filters, clickable links, bookmarks, tabs management and other improv 47 Claude Code, Codex, OpenCode 11 1,096 tok
GabrielGoldsteinAnidea/HA-Websocket-Stripper Strip noisy websockets from dashboards 47 Claude Code 1 2,977 tok
zebbern/zebbern-kali-mcp MCP server for Kali Linux penetration testing - 121 tools for AI-assisted security testing 47 Claude Code 1 8,684 tok
magic5644/Graph-It-Live magic5644.github.io Graph-It-Live VS Code Extension 47 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,140 tok
gridaco/nothing nothing.graphics A 2D graphics engine. 47 Claude Code, Codex, OpenCode 18 3,479 tok
kcleto-ai/growth-os-skills kcleto-ai.github.io Framework de apoio 47 Claude Code, Codex, OpenCode 22 2,945 tok
davidbuenov/dbv-md-reader davidbuenov.github.io Lector nativo de Markdown (.md) para Windows, Linux y macOS, ultra-ligero de lectura y ed 47 Claude Code, GitHub Copilot, Gemini CLI, Windsurf 11 889 tok
abisheikM1/Tribunal 47 Claude Code 1 2,264 tok
ryanmazzolini/minimal-godot-mcp Lightweight MCP server bridging Godot LSP to MCP clients for GDScript validation 47 Claude Code, Codex, OpenCode 2 306 tok
dubbl-org/dubbl dubbl.dev A full-featured, open-source alternative to Xero and QuickBooks. It is API-first, develope 47 Claude Code, Codex, OpenCode 2 352 tok
exasim-project/NeoFOAM Platform portable examples for OpenFOAM 47 Codex, OpenCode 1 1,542 tok
heredotnow/skill here.now agent skill — publish files to the web instantly 47 Codex, OpenCode 1 478 tok
CaesiumY/ko-design-md getdesign.kr An open catalog of Korean brand design systems organized in Stitch v0.1 Markdown — an open 47 Claude Code 1 6,616 tok
OpenCoven/coven opencoven.ai Local-first runtime for project-scoped AI coding-agent sessions, with durable state, autho 47 Claude Code, Codex, OpenCode 2 1,820 tok
zhanglongxiao111/indesign-cli Agent-native CLI for Adobe InDesign automation — 150 tools, HTML ↔ InDesign conversion, an 47 Claude Code, Codex, OpenCode 18 6,211 tok
microsoft/azure-devops-skills Sample skills and prompt patterns demonstrating how to use the Azure DevOps MCP Server wit 47 Claude Code, Codex 7
githubnext/gh-aw-workshop githubnext.github.io Hands On Workshop for GitHub Agentic Workflows 47 Claude Code, Codex, OpenCode 9 3,369 tok
PomeloR611/libtv-video-agent LibTV video production Agent: a cross-tool general-purpose Agent that turns storyboards in 47 Codex, OpenCode 1 7,832 tok
ophydami/MCP-Google-Doc MCP Google Doc 47 Claude Code 1 857 tok
yoichiojima-2/consultant 50+ consulting frameworks used by McKinsey, BCG, Bain, and Accenture — packaged as a Claud 47 Claude Code 1 430 tok
vaquarkhan/data-engineering-agent-skills vaquarkhan.github.io Production-grade Agent Skills for data engineering AI agents: 73 workflows, platform prese 47 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,482 tok
opslane/opslane docs.opslane.com Opslane finds the bugs your users run into by watching real user sessions, and writes the 47 Claude Code, Codex, OpenCode 4 1,469 tok
MrPunyapal/laravel-auditor mrpunyapal.github.io Evidence-based audit methodology and read-only Laravel context tools for existing AI codin 47 Claude Code, Codex, OpenCode 7 698 tok
NuGuardAI/nuguard nuguard.ai AI red-teaming tool and LLM security framework to evaluate agentic AI applications. Tests 47 Claude Code, Codex, GitHub Copilot, OpenCode 7 4,771 tok
RohanMuppa/brightspace-mcp-server npmjs.com MCP server for Brightspace (D2L). Check grades, due dates, assignments, announcements, ros 47 Claude Code 1
wangbinquan/agent-workflow 47 Claude Code, Codex, OpenCode 2 10,499 tok
theolundqvist/pr-cockpit prcockpit.com An extremely fast GitHub for pull request review: PRs open in 20 ms. Keyboard-first, macOS 47 Codex, OpenCode 1 2,695 tok
yerdaulet-damir/vibe-coding-rules vibecodex-omega.vercel.app 54 production architecture rules for vibe coding with Claude Code & Cursor. Drop-in CLAUDE 47 Claude Code 1 4,769 tok
lna-lab/distill-kura 蒸留蔵 — distilled long-term memory for agents: recall by meaning, writing gated by evidence, 47 Codex, OpenCode 1 3,021 tok
tacyan/zaivern-code zaivern.com Zaivern Code — Rust-native AI cockpit editor 47 Claude Code, Codex, OpenCode 2 23,470 tok
schwehr/noaadata vislab-ccom.unh.edu Pure python AIS decode and encode 47 Codex, OpenCode 1 1,936 tok
extsoft/elegant-git elegant-git.extsoft.pro Elegant Git is an assistant who carefully automates routine work with Git. 47 Codex, OpenCode 1 86 tok
workos/skills 46 Claude Code, Codex, OpenCode 2 3,300 tok
matsest/lazyazure The lazy way to view your Azure resources. TUI for drilling down into Azure subscriptions 46 Claude Code, Codex, OpenCode 2 9,566 tok
alp82/aistack aistack.to Like Stackshare but for AI 46 Claude Code, Codex, OpenCode 3 5,118 tok
chriskoch/ngx-renamer AI-powered post-consume script for Paperless NGX that generates high-quality, language-awa 46 Codex, OpenCode 1 3,909 tok
open-gsd/gsd-browser A fast, native browser automation CLI built from the ground up for AI agents, powered by C 46 Codex, OpenCode 1 559 tok
agency-ai-solutions/nextjs-firebase-ai-coding-template 46 Codex, OpenCode 1 169 tok
lihaoze123/cptracker competitive-programming-tracker.netlify.app 46 Claude Code, Codex, OpenCode 15 153 tok
ebowman/mcp-server-things A rich MCP server for Things 46 Claude Code, Codex, OpenCode 7 24,336 tok
angrysky56/mcp-logic Fully functional AI Logic Calculator utilizing Prover9/Mace4 via Python based Model Contex 46 Gemini CLI 1 837 tok
kylehughes/the-unofficial-swift-programming-language-skill The Swift Programming Language, packaged as a Skill for LLMs. 46 Claude Code, Codex, OpenCode 2 1,021 tok
amaar-mc/wit Agent coordination protocol — declare intents, lock symbols, detect conflicts before code 46 Claude Code 1 770 tok
nattergabriel/reseed reseed.sh A CLI tool for managing and distributing agent skills across projects 46 Claude Code 1 1,044 tok
ctxray/ctxray getreprompt.dev See how you really use AI — X-ray your AI coding sessions locally 46 Claude Code 1 2,996 tok
kOlapsis/herald kolapsis.github.io The self-hosted MCP bridge between Claude Chat and Claude Code. 46 Claude Code 1 6,216 tok
NYCU-Chung/claude-line-channel LINE Messaging API channel plugin for Claude Code 46 Claude Code 1 1,159 tok
VibeCodingWithPhil/agentwise agentwise-docs.vercel.app Multi-agent orchestration for Claude Code with 15-30% token optimization, self-improving a 46 Claude Code 60 4,573 tok
miounet11/ccjk npmjs.com Doctor + quick operator for Clavue / Claude Code / Codex / Grok CLI — scans configuration 46 Claude Code, Codex, OpenCode 10 289 tok
beautyfree/skiller skiller.download AI agent skills manager for Claude Code, Cursor, Codex and more — install, sync, and manag 46 Claude Code 1 1,666 tok