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
backchainai/backchain-plugins backchain.ai Claude Code plugins by Backchain. Practical agent skills authored to the agentskills.io sp 4 Claude Code 1 770 tok
Blakeem/AI-Prompt-Guide-MCP aipromptguide.com Deprecated. MCP server and Claude Code plugin with task driven agent orchestration workflo 4 Claude Code, Codex, OpenCode 2 2,900 tok
Sdinzsh/PowerHou53 A self-improving, memory-bounded multi-agent AI architecture for OpenCode. Turn static pro 4 Codex, OpenCode 1 1,724 tok
Guild-Agents/guild guildagents.dev Spec-driven development for Claude Code. Design docs before code, structured pipeline with 4 Claude Code 1 1,440 tok
osouthgate/agent-plus A framework for building deterministic CLI tools that Claude Code shells out to. Universal 4 Claude Code, Codex, OpenCode 5 2,436 tok
justincampbell/gh-watch Watch GitHub resources for state changes 4 Claude Code 1 688 tok
macakdev/GC-MCP MCP server that connects AI assistants to your Garmin Connect data — health metrics, train 4 Claude Code 1 1,152 tok
e1024kb/wise-claude A Claude Code copilot: flat /wise-* slash commands, a workflow engine, and autonomous git 4 Claude Code, Codex, OpenCode 2 944 tok
tjdwls101010/Harness-Creator Create, validate, and maintain project-specific Claude Code harnesses through a structured 4 Claude Code, Codex, OpenCode 2 841 tok
ramybarsoum/prodkit PM toolkit for Claude Code. Feature spec interviews, doc reviews, impact sizing, prioritiz 4 Claude Code 1 3,859 tok
rafael-adcp/kraken One head, many tentacles — a task queue built on GitHub Issues where named agent workers ( 4 Claude Code, Codex, OpenCode 4 1,697 tok
ryanzhao1011/workframe A Claude Code workflow framework for product managers: project documentation management an 4 Claude Code 1 1,280 tok
markusbegerow/board-of-directors markus-begerow.de AI-powered Board of Directors for multi-perspective strategic decisions. 10 director arche 4 Claude Code, Codex, OpenCode 3 1,299 tok
OpenAnalystInc/10x-analyst-loop openanalystinc.github.io Supercharged Agentic Analysis Swarm — Multi-agent Claude Code plugin for end-to-end data a 4 Claude Code 1 2,461 tok
Ecro/harness-maker pypi.org Per-project AI coding harness for Claude Code · Cursor · Codex. Profiler + 10-dim intervie 4 Claude Code 1 17,378 tok
Jebel-Quant/rhiza-claude jebel-quant.github.io Claude Code plugin marketplace for the rhiza plugin — slash commands for working in rhiza- 4 Claude Code 1 6,209 tok
This-HW/claude-code-kit this-hw.github.io Claude Code plugin — 33 agents + 16 skills. Planning, implementation, review, security. Li 4 Claude Code, Codex, OpenCode 2 12,268 tok
AbdurRafay2004/handoff A memory and workflow plugin for Claude Code. Just markdown files, No server, no database, 4 Claude Code 1 2,026 tok
yura-okilka/claude-plugins Personal Claude Code plugin marketplace. 4 Claude Code 1 671 tok
ClaudeTool/fleetline claudetool.github.io A hardened statusline for Claude Code — protected against the git-config RCE and ANSI-inje 4 Claude Code 1 4,646 tok
hummer98/nanobanana-adc Gemini 3 Pro Image (Nano Banana Pro) CLI with Application Default Credentials (ADC) suppor 4 Claude Code 1 1,205 tok
ch015/code-pentester Claude Code plugin — a multi-agent security assessment system based on 8-dimensional archi 4 Claude Code 1 480 tok
promptmetrics/hubspot-claude Claude Code plugin for HubSpot CRM admin. 44 sub-agents, 79 tools, every write gated behin 4 Claude Code, Codex, OpenCode 2 4,151 tok
DvirNaaman/dvir-token-manager dvirnaaman.co.il A privacy-first, fully local Hebrew/RTL dashboard for analyzing Claude Code token usage, c 4 Claude Code 1 938 tok
zdanovichnick/dotnet-pilot .NET development assistant for - Roslyn-backed DI verification, EF Core migration safety, 4 Claude Code 1 4,190 tok
froggeric/claude-smart-approval Claude Code PermissionRequest hook: an AI tier for unknown Bash commands. Safe ones run, d 4 Claude Code 1 2,160 tok
Samuel0101010/wisp-orchestrator Visual team-builder, plan-as-artifact, and live execution graph for autonomous Claude Code 4 Claude Code 5
mOHAD44DSFASF/flowforge-n8n Local-first CLI and Claude Code plugin for generating, validating, sanitizing, documenting 4 Codex, OpenCode 1 244 tok
austinfox/claude-plugins Claude Code plugin: Proactive US tax advisor with WA State specialization — aggressive but 4 Claude Code 1 552 tok
PentagonRBX/n8n-skills Enable AI assistants to design, explore, and automate n8n workflows using detailed node in 4 Claude Code 1 2,786 tok
zzallirog/weighted-compact Substrate-based context compaction for Claude Code. Inspectable signal weights, local-only 4 Claude Code 1 3,490 tok
compforge/devloop A guard-railed, closed-loop workflow for AI coding agents: live state bus + execution-leve 4 Codex, OpenCode 1 2,206 tok
MrRefactoring/obsidian-mcp-rs Rust MCP server for Obsidian vaults — read, write, search notes via Model Context Protocol 4 Claude Code 1 5,908 tok
lexCoder2/lxDIG-MCP Dynamic Intelligence Graph (DIG) MCP server for AI coding agents. Persistent code knowledg 4 Claude Code, GitHub Copilot 5 1,103 tok
grandcamel/GitLab-Assistant-Skills Claude Code skills for GitLab automation using glab CLI 4 Claude Code 1 1,100 tok
bitcraft-apps/spec-first Build faster by writing requirements before code. A Claude Code plugin for spec-driven dev 4 Codex, OpenCode 1 633 tok
AleksandarBisevac/claude-plugins aleksandarbisevac.github.io Claude Code plugin marketplace. audit: a manifest-driven audit/fix pipeline with enforced 4 Claude Code 4 6,023 tok
vikisingh23/neuraforge-ai AI-powered development platform — 41 agents, 22 MCP servers, 36 skills across 7 stacks. De 4 Codex, Gemini CLI, OpenCode 2 1,242 tok
EBISPOT/GrEBI HPC aggregation pipeline and API/MCP server for LLM-mediated biomedical data integration 4 Claude Code, Codex, OpenCode 2 701 tok
namanxdev/MCPHub mcp-hub-pi.vercel.app Postman but for MCP Servers 4 Codex, OpenCode 1 1,829 tok
blvp/cc-lspctl Mason-like LSP server manager for Claude Code. Define servers in Neovim-compatible Lua con 4 Claude Code 1 2,369 tok
VoxTechnologies/transmute-framework transmuter.3mergen.com A Claude Code plugin that transforms business plans into production-ready products through 4 Claude Code 1 1,167 tok
app-builders-club/design-builder A design plugin for Claude Code 4 Claude Code 1 1,658 tok
viamus/claude-sdd-plugin SDD Orchestrator — Claude Code plugin that enforces Spec-Driven Design. Code is only gener 4 Claude Code 1 570 tok
shawnmcrowley/n8n_workflows N8N Agentic Workflows - Workflow Automation using AI Agents, API's, and MCP 4 Codex, OpenCode 1 508 tok
jhlee0409/elenchus-mcp Elenchus MCP Server - Adversarial verification system for code review 4 Claude Code 1 935 tok
dyingg/chromectx Search all your open tabs by title or full page content, and expose everything as RAG cont 4 Claude Code, Codex, OpenCode 2 1,869 tok
yailPeralta/ast-mcp-server astmcp.com Correctness-oriented MCP server and batch CLI for compact structural reads and reviewed Ty 4 Codex, OpenCode 1 50 tok
proticom/gnosys gnosys.ai Persistent memory for AI agents 4 Codex, OpenCode 1 1,159 tok
hookradar/hookradar-agent-skill HookRadar Creative Intelligence skill/plugin for Codex, Claude, MCP, and SKILL.md-compatib 4 Codex, OpenCode 1 60 tok