How real projects configure their agents

43,608 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
heggria/taskflow heggria.github.io Compile, verify, and run multi-agent DAGs across Pi, Codex, Claude Code, OpenCode, and Gro 71 Codex, OpenCode 1 7,110 tok
SenolIsci/mykg Knowledge graph extractor: Markdown (or any format) to knowledge graph with RDFS/OWL ontol 71 Claude Code 8
muthuishere/hand-drawn-diagrams examples.deemwar.com Hand-drawn diagram skill for Claude Code and Codex. Generates monochrome architecture, wor 71 Claude Code, Codex, OpenCode 2 2,748 tok
anyproto/anytype-agents-skill Skill of using anytype via agent-runtime with installation instructions for various agents 71 Claude Code, Codex, OpenCode 2 2,305 tok
microsoft/cat-agent-skills Skills for modern agents in Copilot Studio 71 GitHub Copilot 1 2,932 tok
mauripsale/doc-adk-training Learn to build, test, and deploy production-ready AI agents with this complete "From Zero 71 Gemini CLI 1 526 tok
neoneye/agent-memory-atlas neoneye.github.io Comparison of memory systems for agents 71 Claude Code, Codex, OpenCode 7 1,887 tok
daintreehq/daintree daintree.org A delegation environment for orchestrating AI coding agents. Manage Claude, Gemini, and Co 71 Claude Code, Codex, Gemini CLI, OpenCode 10 3,595 tok
ankitcharolia/kiro-gateway Compliance-first AI gateway for Kiro: connect OpenAI, Anthropic, ACP, Claude Code, Cursor, 71 Claude Code, Codex, OpenCode 2 14,197 tok
pinecone-io/pinecone-mcp Connect your Pinecone projects to Cursor, Claude, and other AI assistants 71 Claude Code, Cursor 10
dliedke/ClaudeCodeExtension marketplace.visualstudio.com Visual Studio .NET extension that provides a better interface for Claude Code, Codex, Curs 71 Claude Code, Codex, OpenCode 2 5,547 tok
karaage0703/mcp-rag-server zenn.dev 71 Claude Code 1 1,274 tok
J621111/live2d-automation Live2D Automation MCP Server 71 Codex, OpenCode 1 268 tok
bman654/clodex Bridge Claude Code to OpenAI models — OpenAI API key or ChatGPT/Codex-plan OAuth 71 Claude Code, Codex, OpenCode 4 3,853 tok
OktoLabsAI/okto-pulse oktolabs.ai Local-first, spec-driven SDLC workbench with governance gates, knowledge graphs, and MCP f 71 Claude Code 1 3,857 tok
tonone-ai/tonone second.tonone.ai One session. Two commands. Full team. Zero meetings. 71 Claude Code, Codex, OpenCode 2 5,035 tok
willdady/platypus platypus.chat Self-hosted AI Agents for your whole team — on your infrastructure, your models, around th 71 Claude Code, Codex, OpenCode 4 1,432 tok
www-zaq-ai/zaq zaq.ai Connect your people, tools and data with your custom AI agents. ZAQ is an open source coll 71 Claude Code, Codex, OpenCode 54 4,061 tok
Affitor/open-affiliate openaffiliate.dev The open registry of affiliate programs. Built for developers and AI agents. 70 Claude Code, Codex, OpenCode 2 580 tok
0x0funky/TermHive Human-driven multi-agent dashboard for Claude Code, Codex, Gemini & OpenCode. Web UI, proj 70 Claude Code 1 2,058 tok
shepard-system/shepard-obs-stack Self-hosted observability for AI coding agents. Clone. Configure. See. 70 Claude Code 8 6,487 tok
PaulRBerg/agent-skills PRB's collection of agent skills 70 Claude Code, Codex, OpenCode 3 2,007 tok
Strategic-Automation/dspy-compounding-engineering strategic-automation.github.io A local-first AI engineering agent that learns from your codebase using DSPy. 70 Codex, OpenCode 1 3,678 tok
shanraisshan/codex-cli-hooks linkedin.com codex cli hooks - adding voice on each hook 70 Claude Code, Codex, OpenCode 2 1,462 tok
xorrkaz/cml-mcp A Model Context Protocol (MCP) Server for Cisco Modeling Labs (CML) 70 Codex, OpenCode 1 4,881 tok
bradleygolden/hexdocs-mcp hexdocs.pm Semantic search for Hex documentation, right in your editor ✨ 70 Claude Code 1 2,253 tok
sunnykgupta/AI-Helpers Bunch of helpers I have built for myself to ensure I do not have to repeat myself for the 70 Claude Code, OpenCode 5
richtabor/agent-skills richtabor.com Agent skills I use every day. 70 Claude Code, Codex, GitHub Copilot, OpenCode 3 362 tok
faizkhairi/claude-code-blueprint A battle-tested, framework-agnostic reference architecture for Claude Code. Beginner-frien 70 Claude Code, Codex, OpenCode 2 4,144 tok
WillEhrendreich/SageFs sagetech.dev Sage Mode for F# development — REPL with solution or project loading, Live Testing for FRE 70 Codex, OpenCode 1 1,951 tok
acegraphx/hermes-desktop-win Native Windows (WPF) port of Hermes Desktop — SSH-based workspace for Hermes Agent. Termin 70 Claude Code 1 3,737 tok
nuke-on-rails/nuke-on-rails The Rails audit skill for AI coding agents, ranked by blast radius. 🚂☢️ 70 Claude Code 1 1,675 tok
spranab/brainstorm-mcp npmjs.com A single model's confident answer can still be wrong, so brainstorm-mcp runs multi-round d 70 Claude Code 1
seaworld008/Commonly-used-high-value-skills High-value AI skills repository for Codex, Claude Code, OpenClaw, agents, prompts, and aut 70 Claude Code, Codex, OpenCode 2 1,244 tok
basecamp/skills basecamp.com AI agent skills for 37signals products: Basecamp, HEY, and Fizzy 70 Codex, OpenCode 1 670 tok
Lombiq/Tailwind-Agent-Skills Agent-optimized Tailwind CSS v4 documentation skill with local snapshots and indexing. 70 Codex, OpenCode 1 468 tok
ujjwalredd/Dopamine A human-dopamine-inspired AI agent skill that adapts effort, learns from feedback, and del 70 Codex, GitHub Copilot, Kiro, OpenCode 3 2,989 tok
gmickel/sheets-cli Composable Google Sheets CLI for humans and agents. Read, write, update cells by key—with 70 Claude Code, Codex, OpenCode 4 2,114 tok
linw1995/nvim-mcp A Model Context Protocol (MCP) server that provides seamless integration with Neovim insta 70 Claude Code 1 787 tok
youdotcom-oss/agent-skills You.com skills and plugins for web search, content extraction, research, finance, and inte 70 Claude Code, Codex, OpenCode 2 1,027 tok
banodoco/hivemind Drop-in skill so coding agents (Claude Code / Codex) can search the Banodoco Discord messa 70 Codex, OpenCode 1 1,228 tok
vikd1000/investment-council A stock picking tool that has 21 legendary investors like Warren Buffet, Peter Lynch, Mich 70 Claude Code 1 688 tok
hhopke/intervals-icu-mcp Read/write MCP server for Intervals.icu — training data, planning, and structured workout 70 Claude Code 6 1,873 tok
alhoqbani/shamela-mcp alhoqbani.github.io Claude app extension for searching the Al-Maktaba Al-Shamela library 70 Claude Code 1 4,912 tok
skills/agentic-workflows-that-read-the-room This is a GitHub Skills exercise on how to get started with Agentic Workflows where we wil 70 Claude Code, GitHub Copilot 1
andrianllmm/renux pypi.org A terminal-based bulk file renamer with a TUI 70 Claude Code, Codex, OpenCode 4 247 tok
oculairmedia/houdini-mcp Houdini MCP Server - Control SideFX Houdini via Model Context Protocol using hrpyc 70 Codex, OpenCode 1 1,849 tok
ruchernchong/mcp-server-google-analytics Model Context Protocol server for Google Analytics, enabling LLMs to fetch and analyze web 70 Claude Code 1 663 tok
inercia/MCPShell Use shell scripts as MCP tools 70 Codex, OpenCode 1 531 tok
vtxf/mcp-all-in-one A powerful MCP (Model Context Protocol) service aggregator that combines multiple MCP serv 70 Claude Code, Codex, OpenCode 6 286 tok