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
contentful/contentful.py Python client for the Contentful Content Delivery API https://www.contentful.com/developer 47 Codex, OpenCode 1 874 tok
saranambiar/hyperframes-video-agent-skills Reusable skills, scripts, and production workflows for agent-led video creation with Hyper 47 Codex, OpenCode 1 398 tok
RegionallyFamous/wp-pinch wp-pinch.com The AI agent plugin that grabs your WordPress site with both claws. 47 Codex, OpenCode 1 3,433 tok
YuqingNicole/variant-design-skill variant-design-skill.vercel.app Open-source agent skill for Codex and Claude Code that turns one design brief into three c 47 Claude Code, Codex, OpenCode 2 2,771 tok
konamgil/mandu An open-source framework that prevents AI agents from breaking your codebase. 47 Claude Code, Codex, OpenCode 3 1,442 tok
awf-project/cli awf-project.ai A Go CLI tool for orchestrating AI agents through YAML workflows with determinism and hard 47 Codex, OpenCode 1 5,452 tok
lowtidebuild/public-equity-research Institutional-grade stock research for US and Korean equities — delivered in minutes. 47 Claude Code, Codex, OpenCode 14 11,721 tok
alDuncanson/Handler handler.alduncanson.com A2A protocol client for your terminal 47 Codex, OpenCode 1 431 tok
arc42/quality.arc42.org-site quality.arc42.org Quality requirements and goals for software and system architectures 47 Claude Code, Codex, OpenCode 6 2,651 tok
AlanSong2077/Amplipost A multi-platform intelligent content marketing hub based on the Openclaw & Claude Code Mul 47 Claude Code, Codex, OpenCode 9 3,130 tok
floomhq/floom floom.dev Build and supervise scheduled AI workers with an open-source runtime, human approvals, run 47 Codex, OpenCode 1 808 tok
TheAstrelo/Claude-Pipeline Tool-agnostic 13-phase AI development pipeline — turns a task description into reviewed, c 47 Claude Code, Codex, OpenCode 40 7,476 tok
zaxardery8011-design/soplint Lint rules for your AI agent's discipline, not its code 47 Claude Code, Codex, OpenCode 1 2,746 tok
bezael/ai-workflow-kit ai-workflow-kit 47 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 2,810 tok
RecursiveIntell/Gloss A local-first, privacy-preserving alternative to Google NotebookLM — Tauri 2, React 19, Ru 47 Claude Code, Codex, OpenCode 14 998 tok
ouro-ai-labs/ouro Ouro is an open-source AI agent — run it as a Coding agent CLI or deploy it as a bot just 47 Claude Code, Codex, OpenCode 2 2,121 tok
AOSSIE-Org/Resonate-Website resonate.aossie.org Resonate Landing Page 47 Claude Code, Codex, OpenCode 2 935 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
memex-lab/dart_agent_core memexlab.ai Dart framework for stateful AI agents: tool use, skills, sub-agent delegation, planning, s 47 Codex, OpenCode 1 1,450 tok
ipnet-mesh/meshcore-mqtt ipnt.uk MeshCore MQTT Bridge (Companion App over Serial/BLE/TCP) 47 Claude Code, Codex, OpenCode 2 4,619 tok
xifandev/KimiCodeBar xifandev.github.io A lightweight usage monitoring tool built specifically for KimiCode, running in the menu b 47 Codex, OpenCode 1 1,816 tok
vtex/skills 40 AI agent skills for VTEX platform development. Install with: gh skill install vtex/skil 47 Codex, OpenCode 1 2,185 tok
CiscoDevNet/meraki-magic-mcp-community Meraki Dashboard MCP server 47 Codex, OpenCode 1 467 tok
beingsmit/technical-product-gtm linkedin.com 11 go-to-market skills for AI and technical founders — positioning, pricing, partnerships, 47 Codex, OpenCode 1 527 tok
mostlyharmfuleconometrics/lean-hansen-econometrics mostlyharmfuleconometrics.github.io formalizing econometrics 47 Claude Code, Codex, OpenCode 2 4,165 tok
loonghao/auroraview loonghao.github.io A blazingly fast, lightweight WebView framework for DCC (Digital Content Creation) softwar 47 Claude Code, Codex, OpenCode 24 1,325 tok
UseJunior/safe-docx safedocx.com Safe DOCX suite: docx-primitives, docx-comparison, safe-docx MCP server 47 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 9 2,712 tok
DezXBT/AgentX Agent-first X/Twitter client in Go — JSON envelope per command, multi-account, cookie-safe 47 Codex, OpenCode 1 760 tok
frankxai/claude-skills-library frankx.ai Agent Skills for Claude Code and skills-aware runtimes: MCP, design, code review, workflow 47 Claude Code, Codex, OpenCode 2 2,119 tok
CheshireMew/meta-skills Create, refactor, audit, migrate, and validate Codex agent skills 47 Codex, OpenCode 1 641 tok
InsForge/insforge-skills Agent Skills for InsForge 47 Claude Code, Codex, OpenCode 2 1,125 tok
crewplaneai/crewplane Run reviewable, resumable coding-agent workflows across Claude Code, Codex, Gemini, GitHub 47 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,323 tok
dejuknow/md-redline Inline review comments for markdown specs. Built-in MCP server hands feedback directly to 47 Claude Code, Codex, OpenCode 2 45,512 tok
slash9494/ai-config-sync-manager Bidirectional sync for Claude Code and Codex — instructions, skills, agents, MCP servers, 47 Claude Code, Codex, OpenCode 2 761 tok
anthony-chaudhary/fak anthony-chaudhary.github.io Agentic Runtime 47 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 80 15,772 tok
jmrplens/gitlab-mcp-server docs.jmrp.io Open source GitLab MCP server for AI assistants: 2-tool dynamic find/execute over 850+ Git 47 Claude Code, Codex, GitHub Copilot, OpenCode 36 53,468 tok
kts982/mcp-sap-gui pypi.org MCP server that lets AI assistants work in SAP GUI for Windows: read screens and tables, f 47 Claude Code, Codex, OpenCode 4 1,172 tok
EastStarAI/sanad-agent sanad.eaststarai.com Open-source AI agent and cross-platform client for local and remote development workflows. 47 Claude Code, Codex, OpenCode 18 3,560 tok
leanprover/lean-beam Claude/Codex skill and local workflow layer for efficient interaction with Lean 4 and Mont 47 Claude Code, Codex, OpenCode 2 1,912 tok
apexcheng/yingdao-xbot-ai-agent Yingdao xbot AI Agent development knowledge base|Yingdao coding edition API, RPA automatio 47 Codex, OpenCode 1 890 tok
hyeonsangjeon/Repolis hyeonsangjeon.github.io 🏙️ Public GitHub repos become a walkable 3D town. Traffic shapes the buildings, residents 47 Codex, OpenCode 1 9,202 tok
flamexnreal/davinci-resolve-ai-bridge-mcp DaVinci Resolve (Free Version and Studio) MCP server for Claude, Cursor, Codex, and Antigr 47 Codex, OpenCode 1 777 tok
yerdaulet-damir/awesome-solo-ai yerdaulet-damir.github.io Practical AI guides, coding-agent skills, playbooks and tools for solo builders making pro 47 Claude Code, Codex, OpenCode 2 526 tok
GAJETOso/financeskills AI-powered skills for financial professionals. Comprehensive collection of finance, accoun 47 Claude Code, Codex, OpenCode 2 1,966 tok
gracefullight/krds krds.gracefullight.dev Theme & components for the Korea Design System (krds.go.kr) — MUI v7 + Tailwind v4 / Base 47 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 5,534 tok
jvgomg/podkit jvgomg.github.io 🔄🎵Modern TypeScript toolkit and CLI for managing iPods 47 Claude Code, Codex, OpenCode 5 7,021 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
liatrio/liatrio-otel-collector openo11y.dev The Liatrio distribution of the OpenTelemetry Collector 47 Claude Code, Codex, OpenCode 6 3,532 tok
workos/skills 46 Claude Code, Codex, OpenCode 2 3,518 tok