How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
agent-sh/glidemq glide-mq message queue skills for agentsys - greenfield, BullMQ migration, Bee-Queue migra 5 Claude Code, Codex, OpenCode 2 828 tok
Xaviw/skills-manager Agent skills manager: Centralized maintenance, on-demand installation, and automatic synch 5 Claude Code, Codex, OpenCode 14 1,171 tok
e7nd7r/gnapsis Code intelligence graph - MCP server for knowledge management with Neo4j 5 Claude Code 2
cc-deck/cc-setup Interactive CLI to manage MCP servers for Claude Code projects 5 Claude Code 1 307 tok
2389-research/pulse Private journaling and social media MCP server for humans and agents 5 Claude Code 1 728 tok
offtrailstudio/speak-for-the-trees-mcp MCP server for investigating ecosystem health using public environmental data 5 Claude Code 1 204 tok
sedwardstx/demomcp Demonstration of a simple OS and Log Analysis MCP server 5 Claude Code 1 2,516 tok
e0ipso/drupal-bridge-mcp MCP Server for Drupal integration with OAuth authentication and zero configuration 5 Claude Code, Codex, OpenCode 15 2,089 tok
themaximoguys/Max_mcp The most comprehensive Model Context Protocol (MCP) server for IBM Maximo MAS 9 — 175 tool 5 Claude Code 1 2,038 tok
TalonT-Org/AutoSkillit An MCP tool that allows agents to orchestrate other agents with Claude skills, enabling ps 5 Claude Code 22 3,173 tok
zingspark/create-harness-vibe-coding npx scaffold for vibe-coding agentic harness — CLAUDE.md, docs/, .claude skeleton ready fo 5 Claude Code, Codex, OpenCode 4 3,331 tok
ansyeow/skills-build-applications-w-copilot-agent-mode Exercise: Build applications with GitHub Copilot agent mode 5 GitHub Copilot 3 1,090 tok
mavam/skeel Declarative agent skill management for GitOps workflows. 5 Codex, OpenCode 1 208 tok
ttttmr/pi-tmux-task A minimal tmux-based task manager for agents, with skills and notifications only. 5 Codex, OpenCode 1 2,875 tok
Duducoco/skillstash One hub, all agents. A cross-platform CLI to centralize your AI agent skills in a single g 5 Claude Code 1 1,083 tok
lksnext-ai-lab/spec-kit-template Plantilla para especificaciones técnicas en Markdown con agentes/skills Copilot 5 Claude Code, Codex, GitHub Copilot 29 3,565 tok
CIrcui-try/Circuit circui-try.github.io Skill-Based AI Agent Harness Editor 5 Claude Code, Codex, OpenCode 22 772 tok
EvanLee2004/-agent- AI-powered accounting agent for Chinese enterprise standards — skill-based architecture wi 5 Claude Code, Codex, OpenCode 2 2,832 tok
tobemaster56/liam-skills Liam's open-source Agent Skills collection — works with both Claude Code and Codex CLI. 5 Claude Code 1 677 tok
daoleno/wooo-cli All-in-one crypto CLI, your best crypto agent skills partner. 5 Claude Code 1 1,639 tok
shanggqm/data-insight-agent A highly reliable and high-performing data analytics agent that utilizes Claude Code and d 5 Claude Code 2
megumish/jj-skill Agent Skill for jujutsu (jj) version control 5 Claude Code, Codex, OpenCode 2 765 tok
fabao2024/LangGraph_Researcher Repo for the LangGraph Researcher agent, equipped with ADK tools and Skills 5 Claude Code 1 2,195 tok
ursuscamp/agent-skills 5 Codex, OpenCode 1 149 tok
marchatton/agent-skills marchatton.com Curated and custom built skills, commands and hooks for level up your AI coding. 5 Codex, OpenCode 1 785 tok
tn5052/page-agent-skills 5 Claude Code 1
MishraShardendu22/mini-coding-agent CLI with Skills as a mini coding agent. 5 Claude Code, Codex 3
tylerdavis/speak-mcp MCP server for agent-to-user communication 5 Claude Code 1 752 tok
z3z1ma/lookerctl A lightweight CLI and MCP server for automating Looker workflows, CI pipelines, and AI-ass 5 Claude Code 1
UrbanDiver/local-deepwiki-mcp Local, privacy-focused MCP server that generates DeepWiki-style documentation for private 5 Claude Code 1 374 tok
jungvonmatt/agent-toolkit Agent skills, custom prompts, workflows for AI-assisted development 5 Claude Code 5
shellguard/omnifocus-mcp MCP server for OmniFocus 4 on macOS 5 Claude Code 1 376 tok
BlueEventHorizon/Swift-Selena Swift Analyzer MCP Server, with respect to Serena 5 Claude Code, Codex, Gemini CLI, OpenCode 15 4,690 tok
mengqc1995/vue-frontend-agent Vue-standard skills 5 Cursor 7
gadenbuie/ds-lab-agent-skills Posit DS Lab: Agent Skills! 5 Claude Code, Codex 3
TypeFox/agent-skills Collection of agent skills for technologies used at TypeFox 5 Claude Code, Codex, OpenCode 2 1,030 tok
vanja-emichi/a0_agent_skills Production-grade engineering skills for Agent Zero — 20 skills covering the full dev lifec 5 Codex, OpenCode 1 1,198 tok
boldflight/claude-code-rts-sounds Awesome Claude sounds in one click 5 Claude Code 1 851 tok
jastice/rules_agents Discover and configure agent skills; manage profiles and run agents from Bazel 5 Claude Code, Codex, OpenCode 2 1,963 tok
XinpengLu/Agent-skills-papers-pro 5 Codex, OpenCode 1 2,017 tok
fellipeutaka/leon 🤖 A curated collection of Agent Skills for AI coding agents 5 Claude Code, Codex, OpenCode 2 380 tok
FilmLightAPI/flapi-dev-mcp Local MCP server that makes Claude an expert FLAPI (FilmLight Baselight) developer 5 Claude Code 1 8,282 tok
iamBrzDev/enterprise-agent-skills Agent Skills for the enterprise backend stack — .NET, Laravel, SQL Server 5 Claude Code, Codex, OpenCode 2 2,554 tok
Tokeii0/memprocfs-skill MemProcFS Agent Skill 5 Claude Code 1
zeeshanhanif/agentic-sdlc-kit Repository for Agent skills that can be used by any AI Agent 5 Claude Code 1 8,242 tok
Fandy-ust/cover-letter-assistant Agent skills that master cover-letter writing 5 Codex, OpenCode 9 415 tok
sevir/mycommandmcp A useful MCP server that converts cli system commands into MCP tools 5 GitHub Copilot 1 419 tok
geehexx/hitl-mcp-cli A HITL (Human-In-The-Loop) MCP server that runs on CLI. 5 Claude Code 1
sanshanjianke/scicompute-mcp MCP server for scientific computing with Mathematica, SageMath, Octave, R, and Python..... 5 Claude Code 1 246 tok
Eyalbenba/skills-arena Benchmark and optimize AI agent skill descriptions - the SEO for agent skills 5 Claude Code 1 1,322 tok