How real projects configure their agents

45,030 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
LiHongwei-cn/lihongwei-cn lihongwei-cn.github.io MUNDO - THE EMPEROR. Complete AI orchestration system with 1208 skills, 25 capability modu 5 Claude Code, GitHub Copilot 2 3,995 tok
superyhee/hypr-video-skills A Claude Code Skill that turns natural language into rendered MP4 videos — animations, tra 5 Claude Code 2 1,320 tok
fabioc-aloha/Alex_Skill_Mall Curated GitHub Copilot plugin marketplace: 363 installable plugins plus a trust-scored dis 5 GitHub Copilot 10 11,661 tok
ManceRayder42/jarvis-os A memory hub and curated skill set for Claude Code — persistent memory that loads from any 5 Claude Code, Codex, OpenCode 1 703 tok
oleksbard/cosmobar A fast, dependency-light, starship-inspired status line for Claude Code. 5 Claude Code 1 1,743 tok
coroboros/agent-skills coroboros.com AI agent skills for Claude Code and compatible agents — workflow, coding, design, Claude C 5 Codex, OpenCode 1 511 tok
zanwei/harness-design Design DNA Phase 3 verification harness — scores fidelity (tokens, style, effects) and dri 5 Claude Code 1 696 tok
8Dionysus/aoa-skills Bounded agent-facing skill bundles for coding agents and humans: reviewable execution work 5 Codex, OpenCode 1 755 tok
build-with-dhiraj/ai-workflow-framework-portability-kit Portable, self-contained snapshot of a complete Claude Code setup — 36 specialist agents, 5 Claude Code 1 5,524 tok
gustavo-meilus/superpipelines Loop Engineering for AI coding agents, with real review boundaries. Your AI reviewer canno 5 Claude Code, Codex, Gemini CLI, OpenCode 8 2,954 tok
mpbt-hq/starfleetctl multi agent coordination / command & control toolkit following the Startrek fleet metaphor 5 Codex, OpenCode 1 82 tok
cosgroveb/debian-packaging-agent-skill Debian packaging skill with comprehensive policy, debhelper, and language-specific knowled 5 Codex, OpenCode 1 206 tok
kelegele/oh-my-pm Oh-My-PM - Product Manager AI Agent Workflow System via Claude Code Skills 5 Claude Code, Codex, OpenCode 2 4,470 tok
augchan42/inkstone sixlines.online 硯台 — Claude Code skills for creative and design workflows. Ink painting prompts from class 5 Claude Code, Codex, OpenCode 2 4,012 tok
deanpeters/product-manager-antagonist-skills Structured dissent skills for product practitioners preparing for consequential decisions 5 Codex, OpenCode 1 7,613 tok
daniel-bogale/anti-ai-writing-humanizer Humanize AI-written text — a portable agent skill that writes or rewrites prose to remove 5 Claude Code 1 745 tok
Mun1to/Vibeset vibeset.dev Everything you need to build for the web: 100 languages, 64 frontend tools, 41 design tech 5 Claude Code 1 —
natnew/Awesome-Agentic-Engineering natnew.github.io A curated map of agentic AI systems — covering architectures, frameworks, memory, evaluati 5 Claude Code, Codex, GitHub Copilot, OpenCode 7 7,303 tok
initxy/ai-native Make any repo AI native — fewer skills, conventions over steps, so any agent can cold-star 5 Codex, OpenCode 1 330 tok
topprismdata/cultivating-ml-agent A self-improving ML agent that compounds capability across projects through knowledge crys 5 Codex, OpenCode 1 3,602 tok
netresearch/typo3-testing-skill Agent Skill for creating and managing TYPO3 extension tests | Claude Code compatible 5 Codex, OpenCode 1 939 tok
roslove44/brand-artisan roslove44.github.io Turn JSX into brand images (Open Graph, social posts, banners). No browser, no Figma, no s 5 Claude Code 2 1,598 tok
ddtcorex/maestro-skills Universal AI Agent Development Skills Hub & Cordis Plugin for Govard, Magento 2, Laravel. 5 Claude Code, Codex, OpenCode 2 5,723 tok
CSKishan/ame-skill Agent skills for VS Code, Google Antigravity, and Claude Code — spec-before-code interview 5 Codex, OpenCode 1 1,499 tok
TechSpokes/skill-base-template Skill template for AI agents 5 Codex, GitHub Copilot, OpenCode 4 1,892 tok
ethanolivertroy/drata-cli Unofficial generated CLI for Drata's public API, built from published OpenAPI specs and op 5 Claude Code, Codex, OpenCode 2 324 tok
jthingelstad/mb Micro.blog CLI and local MCP server built for agents: structured output, composable comman 5 Claude Code, Codex, OpenCode 2 3,550 tok
blakemartz/delivery-loop Agentic software factory as a Claude Code plugin: specs → backlog → claim → implement → ad 5 Claude Code 1 3,391 tok
Blakeem/AI-Prompt-Guide-MCP aipromptguide.com Deprecated. MCP server and Claude Code plugin with task driven agent orchestration workflo 5 Claude Code, Codex, OpenCode 2 2,900 tok
Sdinzsh/PowerHou53 A self-improving, memory-bounded multi-agent AI architecture for OpenCode. Turn static pro 5 Codex, OpenCode 1 1,724 tok
e1024kb/wise-claude A Claude Code copilot: flat /wise-* slash commands, a workflow engine, and autonomous git 5 Claude Code, Codex, OpenCode 2 998 tok
hraness/atet atet.sh Local-first AI media generation and video editing toolkit for coding agents, with a Bun CL 5 Claude Code, Codex, OpenCode 2 3,215 tok
rafael-adcp/kraken One head, many tentacles — a task queue built on GitHub Issues where named agent workers ( 5 Claude Code, Codex, OpenCode 4 2,711 tok
markusbegerow/board-of-directors markus-begerow.de AI-powered Board of Directors for multi-perspective strategic decisions. 10 director arche 5 Claude Code, Codex, OpenCode 3 1,879 tok
ruslan-korneev/claude-plugins Python Backend Plugins for Claude Code 5 Claude Code 1 738 tok
byjunyoung/claude-product-skills linkedin.com Claude Code skills for designers and PMs — the Figma file you draw in and the spec beside 5 Claude Code 1 1,418 tok
Ecro/harness-maker pypi.org Per-project AI coding harness for Claude Code · Codex. Profiler + 10-dim interview build a 5 Claude Code 1 7,089 tok
AbdurRafay2004/handoff A memory and workflow plugin for Claude Code. Just markdown files, No server, no database, 5 Claude Code, Codex, OpenCode 2 2,465 tok
zircote-plugins/documentation-review Claude Code plugin for comprehensive documentation management — review, create, update, an 5 GitHub Copilot 1 272 tok
promptmetrics/hubspot-claude Claude Code plugin for HubSpot CRM admin. 44 sub-agents, 79 tools, every write gated behin 5 Claude Code, Codex, OpenCode 2 4,151 tok
zdanovichnick/dotnet-pilot .NET development assistant for - Roslyn-backed DI verification, EF Core migration safety, 5 Claude Code 1 7,810 tok
zzallirog/weighted-compact Substrate-based context compaction for Claude Code. Inspectable signal weights, local-only 5 Claude Code 1 3,490 tok
MrRefactoring/obsidian-mcp-rs Rust MCP server for Obsidian vaults — read, write, search notes via Model Context Protocol 5 Claude Code 1 5,919 tok
EBISPOT/GrEBI HPC aggregation pipeline and API/MCP server for LLM-mediated biomedical data integration 5 Claude Code, Codex, OpenCode 2 701 tok
VoxTechnologies/transmute-framework transmuter.3mergen.com A Claude Code plugin that transforms business plans into production-ready products through 5 Claude Code 1 1,419 tok
shawnmcrowley/n8n_workflows N8N Agentic Workflows - Workflow Automation using AI Agents, API's, and MCP 5 Codex, OpenCode 1 508 tok
jhlee0409/elenchus-mcp Elenchus MCP Server - Adversarial verification system for code review 5 Claude Code 1 935 tok
proticom/gnosys gnosys.ai Persistent memory for AI agents 5 Codex, OpenCode 1 1,213 tok
radumalica/infrastructure-mcp Give Claude Code, Cursor, and other AI agents safe access to your real infrastructure — wi 5 Claude Code, Codex 2 886 tok
sputnicyoji/dingtalk-workspace Generic MCP adapter for DingTalk's official dws CLI. Turns the full dws command surface in 5 Claude Code 1 1,575 tok