How real projects configure their agents

43,547 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
Goldentrii/AgentRecall-X Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across 371 Codex, OpenCode 1 2,047 tok
liangdabiao/Claude-Code-Stock-Deep-Research-Agent skillhub.cn This research is based on the Claude Code Deep Research system: Methodology: an 8-stage st 371 Claude Code 1 3,041 tok
moov-io/awesome-fintech A curated collection of open source fintech libraries for payments, banking, and financial 371 Codex, OpenCode 1 148 tok
mistydew/tokenicode-deepseek-alpha TOKENICODE DeepSeek Alpha: a DeepSeek/CC Switch focused TOKENICODE fork 371 Claude Code, Codex, OpenCode 27 4,219 tok
ryanthedev/code-foundations Code Foundations: software engineering skills for AI 371 Claude Code 1 2,669 tok
Windscribe/Android-App windscribe.com Complete source code of the official Windscribe Android application. 371 Claude Code, Codex, OpenCode 3 7,091 tok
librefang/librefang librefang.ai LibreFang is an open-source agent operating system written in Rust. Live demo: https://fly 371 Claude Code, Codex, OpenCode 5 8,710 tok
Nebulock-Inc/agentic-threat-hunting-framework ATHF is a framework for agentic threat hunting - building systems that can remember, learn 371 Claude Code, Codex, OpenCode 2 7,725 tok
DougTrajano/pydantic-ai-skills dougtrajano.github.io This package implements Agent Skills (https://agentskills.io) support with progressive dis 371 Claude Code, Codex, OpenCode 2 1,982 tok
OpenSource03/harnss harnss.app Open-source, desktop client/UI build to harness Claude Code, Codex and any other Agent acc 371 Claude Code, Codex, OpenCode 11 16,927 tok
huytranvan2010/AI-auto-generate-video Auto generate AI video with hyperframes 371 Claude Code, Codex 1
opengovsg/FormSG form.gov.sg Form builder for the Singapore Government 371 Claude Code, GitHub Copilot 2 5,102 tok
ai-dashboad/flutter-skill ai-dashboad.github.io AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero config. Works with Claude, Cu 370 Claude Code 1 2,418 tok
IgorWarzocha/howaboua-pi-stuff A monorepo of extensions and skills by yours truly. 370 Claude Code, Codex, OpenCode 6 878 tok
AIGNE-io/aigne-framework aigne.io The functional, composable, and typescript-first AI Agent framework for real-world LLM App 369 Claude Code 1 1,183 tok
oculus-samples/Unity-TheWorldBeyond Presence Platform showcase demonstrating usage of Scene, Passthrough, Interaction, Voice, 369 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 997 tok
karngyan/karngyan.com template.karngyan.com Personal site + blog template: TanStack Start, React 19, Tailwind CSS v4, shadcn/ui, MDX a 369 Claude Code 1 817 tok
zamesin/Next-Move-Theory-Canon-and-Skills nextmovetheory.com Claude Code skills for product market research, value props, PRDs, and go-to-market — plus 369 Claude Code, Codex, OpenCode 2 12,336 tok
ReflexioAI/reflexio reflexio.ai Make your agents improve themselves. Reflexio is an AI agent self-improvement harness that 369 Claude Code, Codex, OpenCode 14 256 tok
anthropics/anthropic-sdk-ruby 369 Claude Code 1 5,195 tok
kubernetes-sigs/cluster-api-provider-openstack cluster-api-openstack.sigs.k8s.io Cluster API implementation for OpenStack 369 Codex, OpenCode 1 2,018 tok
Frayo44/agent-view 368 Claude Code 2 847 tok
ModelEngine-Group/DataMate DataMate is an enterprise-level data processing platform designed for model fine-tuning an 368 Claude Code 3
monarchjuno/tradingcodex discord.gg Turn Codex into your investment workflow team 368 Codex, OpenCode 1 2,165 tok
qaml-ai/camelAI camelAI — an AI coding assistant platform built on Cloudflare Workers and Durable Objects 368 Claude Code, Codex, OpenCode 7 12,267 tok
mobile-next/mobilewright mobilewright.dev Mobilewright is a dev framework for Mobile App Testing and Automation. It allows testing i 368 Claude Code 1
palamim/starboard A terminal that's always beside your Dock — not a Quake-style hotkey overlay, a permanent 368 Claude Code 1 1,922 tok
logiscape/mcp-sdk-php Model Context Protocol SDK for PHP 368 Claude Code, Codex, OpenCode 4 3,032 tok
mengjian-github/xiaomo-starter-kit xiaomo.dev 🐈‍⬛ OpenClaw Chinese AI assistant template | Get your own AI personal assistant in 5 minu 367 Codex, OpenCode 1 261 tok
elixir-lang/elixir-lang.github.com Website for Elixir 367 Codex, OpenCode 1 497 tok
boltmcp/boltmcp install.boltmcp.io 367 Claude Code 2
brianlovin/agent-config brianlovin.com My coding agent config 367 Claude Code, Codex, OpenCode 2 344 tok
PowerBeef/Vocello vocello.vercel.app Vocello: a local, private voice studio for Apple Silicon. Write a script, pick or describe 367 Claude Code 11 2,214 tok
ttnear/Clarc Native macOS client for Claude Code — a GUI desktop app built with SwiftUI 366 Claude Code 1 1,124 tok
omagents/omagents 366 Codex, OpenCode 1 4,108 tok
suzuki-shunsuke/ghtkn A CLI to create short-lived (8 hours) GitHub App User Access Token for secure local develo 366 Claude Code, Codex, OpenCode 2 19 tok
basecamp/hey-cli hey.com HEY CLI and Agent Skills 366 Codex, OpenCode 1 15,410 tok
ArtisanCloud/PowerX powerx.artisan-cloud.com PowerX is an open platform for private-domain WeChat operations based on WeCom, helping bu 366 Claude Code, Codex, OpenCode 37 6,280 tok
Far-Se/tabame far-se.github.io Tabame is an alternative to Windows Taskbar. It's Raycast and Powertoys combined. 365 Claude Code, Codex, GitHub Copilot, OpenCode 5 1,747 tok
ben-vargas/ai-sdk-provider-claude-code Vercel AI SDK community provider for Claude Agent SDK 365 Codex, OpenCode 1 585 tok
alexfazio/plankton Write-time code quality enforcement system for Claude Code. Every file edit triggers autom 365 Claude Code 4
AgriciDaniel/claude-youtube agricidaniel.com Claude Code skill for YouTube creators — channel audits, video SEO, retention scripts, thu 365 Claude Code 1 599 tok
thomaskioko/tv-maniac Tv-Maniac is a personalized entertainment tracking and recommendation Multiplatform app (A 365 Gemini CLI 1 1,310 tok
delexw/claude-code-trace Claude Code session log viewer for JSONL files in ~/.claude/projects. Browse conversations 364 Claude Code, Codex, OpenCode 5 1,008 tok
suenot/profitmaker profitmaker.cc Open source, customized, extendable trading platform that supports 100+ crypto exchanges. 364 Cursor 1 1,445 tok
flexcompute/tidy3d docs.flexcompute.com fast, large scale photonic simulation platform 364 Claude Code, Codex, OpenCode 2 1,612 tok
LeoKemp223/NextBoard An AI Agent for PCB design solutions for hardware products. The Agent automatically confir 364 Claude Code, Codex, OpenCode 2 885 tok
staskh/trading_skills Claude powered advisor system for option traders 364 Claude Code 1 1,124 tok
agent-tower/core The command center for AI agents such as Claude Code, Codex, and Gemini-Cli, making your a 364 Claude Code, Codex, OpenCode 6 1,755 tok
Belkins/ai-dive-deep dive.vladyslavpodoliako.com Vlad's Playbook — a 48-chapter operator field manual where every artifact is live, clickab 363 Claude Code, Codex, OpenCode 2 865 tok