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
lac5q/beastmode Beastmode: MofA (Mixture of Agents) orchestration framework for Hermes/OpenClaw/Codex with 21 Claude Code, Codex, OpenCode 8 1,900 tok
cz1993/vibe-coding-repository-standard Open-source repository standard, starter template, validator, and multi-agent workflow for 21 Codex, OpenCode 1 646 tok
Brain2k-0005/Lumeo lumeo.nativ.sh Modern, accessible Blazor UI the shadcn way: use it from NuGet or own the source via CLI + 21 Claude Code 3 1,159 tok
riccardoerra/designer-to-builder Companion repository for the Figma Designer to Builder webinar series 21 Codex, OpenCode 1 175 tok
riccardoerrafigma/designer-to-builder 21 Codex, OpenCode 1 175 tok
arthurgailes/r-package-skills Agentic AI for R 21 Claude Code 1 1,218 tok
yeasy/AgentGo One step to enable best-practices for AI agents — drop into any project and enjoy the magi 21 Codex, OpenCode 1 5,798 tok
JeremyDong22/taobao_mcp MCP server for Taobao/Tmall product scraping integration with Claude 21 Claude Code 1 473 tok
numikel/law-scrapper-mcp A comprehensive Model Context Protocol (MCP) server for accessing and analyzing Polish leg 21 Claude Code 2 1,378 tok
stone-yu/ai-draw-skill AI image-generation Skill: without extra prompts, describe text, full articles, URLs, imag 21 Gemini CLI 1 1,001 tok
Intense-Visions/harness-engineering Mechanical constraints for AI agents. Ship faster without the chaos. 21 Claude Code, Codex, OpenCode 6 24,734 tok
wiggumdev/ralph Ralph Wiggum agentic loop TUI 21 Claude Code 1 265 tok
khairold/pibun 21 Claude Code, Codex 5 3,749 tok
the-agency-ai/the-agency-starter Convention-over-configuration framework for multi-agent Claude Code development 21 Claude Code 16 5,240 tok
smekai/taskplanner 21 Claude Code, Codex, Cursor, OpenCode 4 8,035 tok
AgriciDaniel/sync Evidence-gated Claude and Codex council orchestration. 21 Claude Code, Codex, Gemini CLI, OpenCode 3 475 tok
kajitiluna/erd-designer kajitiluna.github.io Free, open-source ERD designer for browser, VS Code & Google Drive — with AI agent integra 21 Claude Code, GitHub Copilot 3 268 tok
samzong/gmc gmc.samzong.me Parallel git worktrees for parallel AI agents — plus AI-generated commits. 21 Codex, OpenCode 1 2,386 tok
Qswhisper/PVF-Ai-Agent-Workbench tieba.baidu.com Portable AI Agent Workbench for safer DNF/DFO Script.pvf inspection and editing. Self-cont 21 Codex, OpenCode 2 4,535 tok
imatza-rh/mcp-zuul pypi.org MCP server for Zuul CI - debug build failures, search logs, manage pipelines, and monitor 21 Claude Code 1 2,037 tok
emircbngl/blender-optics-simulator Blender add-on to design, simulate, align & render optical setups — live beam tracing, kin 21 Claude Code, Codex, OpenCode 7 1,085 tok
awslabs/AutoHelix Agent-powered iterative optimization: put an AI agent in a verified improvement loop. 21 Claude Code, Codex, OpenCode 2 1,656 tok
AeonDave/malskill Offensive oriented Skill for agentic AI 21 Codex, OpenCode 1 1,209 tok
harness/harness-ai 21 Claude Code, Codex, OpenCode 2 2,692 tok
ashfordeOU/grasp ashfordeou.github.io GRASP — Code architecture visualizer + 150-tool MCP server. Dependency graphs, security sc 21 Claude Code 1 2,658 tok
PrithviSeran/hunch-mcp tryhunch.ca Drive your Mac focus-free over MCP: OS APIs, AppleScript, CDP, and Accessibility 21 Claude Code, Codex, OpenCode 2 5,325 tok
windoze95/cantinarr cantinarr.com Self-hosted and self-healing discovery, media requests, and *arr stack management through 21 Claude Code, Codex, OpenCode 2 5,601 tok
siberiacancode/agent-skills skills.sh 🤖 ai skills 21 Claude Code, Codex, OpenCode 2 771 tok
techtheist/engram techtheist.github.io Engram Alpha - Inspectable graph memory for AI coding assistants 21 Claude Code 4 12,022 tok
DamonZS/PE-reverse-skill A general-purpose cross-platform reverse-engineering tool covering active Web intrusion, W 21 Codex, OpenCode 1 4,421 tok
BariBariGood/manzanas manzanas.dapsdev.dev Mac daemon for multi-agent iOS simulator fleet orchestration: leases, warm pools, determin 21 Claude Code, Codex 9
sourknives/sleeper-mcp-server 21 Claude Code 1 110 tok
shuguang1994/project-blueprint Make any project AI-agent-ready in one command. Adaptive tech stack detection (7 languages 21 Codex, OpenCode 1 4,505 tok
playcanvas/skills developer.playcanvas.com Reusable skills for AI coding agents working with PlayCanvas products 21 Claude Code, Codex, OpenCode 2 329 tok
allenzhong/career-craft A coaching-first Claude Code project for helping job seekers understand, practise, and imp 21 Claude Code 13 1,103 tok
CWNU-Open-Source-Community/DeepSeekMeter macOS menu bar app that monitors your DeepSeek account balance & token usage in real time 21 Codex, OpenCode 1 3,490 tok
jan-bogaerts/md2 jan-bogaerts.github.io Plan, run, and track AI coding work feature by feature—with local Markdown cards and Git w 21 Claude Code, Codex 6
shinshin86/vrm-expression-agent-harness 21 Codex, OpenCode 1 447 tok
Luqueee/kivgraph kivgraph.dev A local MCP server for cross-repository semantic code intelligence in TypeScript and Go, b 21 Claude Code, Codex, OpenCode 10 10,057 tok
TheLobbi/claude thelobbi.github.io 21 Claude Code 9
metio/ilo ilo.projects.metio.wtf manage reproducible build environments 21 Claude Code 1 2,653 tok
jaimejaramilloperez/dev-habit This repository follows Milan Jovanović's course Pragmatic REST APIs using the latest ASP. 21 GitHub Copilot 1 427 tok
s-hiraoku/vscode-sidebar-terminal 21 Claude Code, Codex, OpenCode 70 5,896 tok
bekker/qvopenapi-rs Rust wrapper for the QV Open API provided by NH Investment & Securities 21 Codex, OpenCode 1 874 tok
reqvire-org/reqvire reqvire.org A semantic engineering framework for building verifiable and traceable software. 21 Claude Code 1 1,424 tok
nirholas/g1t nirholas.github.io 21 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 770 tok
elvisdragonmao/emtech emtech.cc Mao Ge EM tech, design, and furry secrets 21 Codex, OpenCode 1 457 tok
thepartly/pgroles thepartly.github.io Declarative PostgreSQL role graph manager. Define roles, memberships, object privileges, a 21 Codex, OpenCode 1 2,552 tok
Faizalimam990/Startup_builder_pro startup-builder-pro-website.vercel.app AI-powered skill that turns product ideas or existing repositories into secure, tested, pr 20 Claude Code, Codex, OpenCode 2 515 tok
dwmkerr/signalbox dwmkerr.github.io Jump to any agent session across Cursor, Claude Code, OpenCode and more. See all your chao 20 Claude Code 3 2,528 tok