How real projects configure their agents

32,116 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
harumiWeb/exstruct harumiweb.github.io Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, a 198 Claude Code, Codex, OpenCode 10 2,236 tok
leshkodev/freetube freetube.io Native SwiftUI YouTube client for iOS. Cookie-based auth, AVPlayer, offline downloads. 198 Claude Code 1 9,979 tok
joyehuang/minimind-notes minimind.wiki 🚀 [Build an LLM from Scratch] A minimal, principle-first guide to understanding and build 198 Claude Code, Codex, OpenCode 2 6,709 tok
dahlia/hongdown dahlia.github.io A Markdown formatter that enforces Hong Minhee's Markdown style conventions 197 Claude Code, Codex, OpenCode 3 4,360 tok
xiaoyuge886/aigc AIGC Intelligent Agent Platform is a powerful AI application framework that integrates Cla 197 Claude Code 17 1,309 tok
broadinstitute/viral-ngs viral-ngs.readthedocs.io viral-ngs: command line tools and wrappers for processing raw viral genomic data 197 Claude Code, Codex, GitHub Copilot, OpenCode 7 6,010 tok
ImGoodBai/goodable goodable.cn Goodable is a local-first Desktop AI Workspace (Desktop Agent Runtime) powered by Claude A 197 Claude Code 1 723 tok
pyrate-llama/hermes-ui The command center for Hermes Agent — chat, steer, browse files, manage skills, and monito 197 Claude Code 1 203 tok
mpecan/tokf tokf.net Config-driven CLI tool that compresses command output before it reaches an LLM context 197 Claude Code 4 2,341 tok
FinAegis/core-banking-prototype-laravel finaegis.org Open-source core banking platform — 61 DDD domains with event sourcing, CQRS, and a schema 197 Claude Code, Codex, OpenCode 2 9,349 tok
ros-claw/rosclaw rosclaw.io Self-evolving runtime infrastructure for Physical AI and embodied agents. Ground AI agents 197 Claude Code, Codex, OpenCode 4 3,473 tok
getnao/sylph The open-source company brain. Run your entire company with AI agents, skills, and a self- 197 Claude Code, Codex, OpenCode 36 2,379 tok
sz8887031-bot/kol-claw Making KOL campaigns scientific instead of guesswork: automatically find influencers, quan 196 Claude Code 3
tsubotax/melta-ui melta.tsubotax.com A design system readable by both humans and AI — AI-Ready Design System for Claude Code & 196 Claude Code, Codex, OpenCode 5 2,838 tok
ericbuess/claude-code-project-index PROJECT_INDEX system for Claude Code - provides architectural awareness for AI coding 196 Claude Code 1 44 tok
dancinlab/hexa-lang 💎 Native compiler with atlas-bound theorems — 8 strict-lint stages · citation-enforced · 196 Claude Code, Codex, OpenCode 5 3,376 tok
Yapie0/carboncode yapie0.github.io Carbon Code is a Claude Code-like code development tool and China's first code development 196 Claude Code, Codex, OpenCode 2 3,088 tok
MCP-Manager/MCP-Checklists mcpmanager.ai 196 Claude Code 1 4,505 tok
Michaelliv/claude-quest RPG-style animation viewer for Claude Code sessions - watch your AI companion react to too 196 Claude Code 1 1,885 tok
SSSYoung/vibe-coding-mobile-engineering Practice-oriented, with all articles and case studies summarizing personal engineering exp 196 Claude Code, Codex, OpenCode 2 1,925 tok
douglasmonsky/codex-usage-tracker Local-first MCP tools and dashboard for investigating Codex token usage, credits, costs, c 196 Claude Code, Codex, OpenCode 8 5,323 tok
KarlRaf/gtm-starter-kit A Claude Code repository for GTM teams. Context templates, skills, workflows, and a fully 196 Claude Code 1 924 tok
blogminhquy/javis-os javisos.com 196 Claude Code 7 8,160 tok
phuryn/grok-build-vscode productcompass.pm Grok Build Desktop (Windows, macOS) + GUI for Grok Build CLI (Grok 4.6; extensions for VS 196 Claude Code, Codex, OpenCode 3 7,907 tok
DaleSeo/korean-skills skills.sh 🇰🇷 Korean language skills for AI agents 196 Claude Code, Codex, OpenCode 2 2,745 tok
fkonovalov/rdrr rdrr.app Convert any URL to clean markdown for AI agents. 196 Claude Code, Codex, OpenCode 2 2,323 tok
rileyhilliard/rr Easily sync code to a remote machine and run commands there. That's it. 196 Claude Code 2
DeL-TaiseiOzaki/claude-code-orchestra 195 Claude Code, Codex, OpenCode 28 4,562 tok
everett7623/vps_scripts A multifunctional VPS script toolkit including system updates, speed tests, IP quality che 195 Claude Code, Codex, OpenCode 2 4,095 tok
meilisearch/meilisearch-mcp A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfa 195 Claude Code 1 2,670 tok
Thavarshan/filterable 🔍 Enhance Laravel queries with adaptable, customisable filters and intelligent caching to 195 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,226 tok
posit-dev/mcptools posit-dev.github.io Model Context Protocol For R 195 Claude Code, Codex, OpenCode 2 139 tok
XMihura/Kanvas Manage projects visually with humans and AI agents using Obsidian Canvas. 195 Claude Code, Codex, OpenCode 2 1,742 tok
TheBushidoCollective/han han.guru A curated marketplace of Claude Code plugins that embody the principles of ethical and pro 195 Claude Code, Codex, Gemini CLI, OpenCode 6 3,550 tok
AventurasTeam/Aventuras A frontend for LLM-based text adventure 195 Claude Code 1 1,136 tok
jiji262/claude-design-skill skills.sh A portable Claude Skill that turns Claude into an expert designer for HTML artifacts — dec 195 Claude Code, Codex, OpenCode 2 95 tok
Eigenwise/eigenwise-toolshed eigenwise.io Six Claude Code plugins for the work that keeps coming back: repo maps, conditional rules, 195 Claude Code 2 615 tok
serithemage/serverless-openclaw Run OpenClaw AI agent on-demand on AWS serverless infrastructure with Web UI and Telegram 195 Claude Code, Codex, OpenCode 19 3,523 tok
wcygan/dotfiles wcygan.github.io Configuration for Development Environments 194 Claude Code, Codex, OpenCode 21 752 tok
SystemSculpt/obsidian-systemsculpt-ai Enhance your Obsidian App experience with AI-powered tools for note-taking, task managemen 194 Claude Code, Codex, OpenCode 3 2,650 tok
gollem-dev/gollem Go framework for agentic AI app with MCP and built-in tools 194 Claude Code 3 2,175 tok
yusifeng/formax Terminal-first AI assistant for software engineering tasks (inspired by Claude Code v2.0.6 194 Claude Code, Codex, OpenCode 24 3,483 tok
PostHog/wizard posthog.com Quickly add PostHog to your project using the setup wizard ✨ 194 Claude Code, Codex, OpenCode 8 2,876 tok
janekbaraniewski/openusage openusage.sh The one dashboard you’ve been looking for — track spend and usage across Claude, Cursor, O 194 Claude Code, Codex, Cursor, OpenCode 32 4,013 tok
niclasvestlund-YT/vibepulse vibeonchip.com ESP32-S3 AMOLED for Claude Code & Codex usage, live agent activity, and answerable NEEDS Y 194 Claude Code, Codex, OpenCode 4 4,727 tok
AS-FOSS/mandible A Universal TUI Manual Viewer for CLI Tools in Rust 194 Claude Code, Codex, OpenCode 2 4,902 tok
zekiriabd/SDD-Pro Specification driven development 193 Claude Code, Codex, OpenCode 77 122 tok
atbe/atbe-1000x-developer-next-expo-starter-project 193 Claude Code 1 1,016 tok
alantoa/poppo Tooltip, popover and toast for Expo and React Native — native popups on iOS and Android, B 193 Claude Code, Codex, OpenCode 2 4,967 tok
sbusso/claudeclaw sbusso.github.io Use Claude to orchestrate agents like OpenClaw 193 Claude Code 1 3,201 tok