How real projects configure their agents

45,012 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977

All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
redwoodmeridian/nexus-for-meta redwoodmeridian.github.io Connect your Facebook Ads, Pages, Instagram and lead forms to Claude Code. Ask about spend 8 Claude Code 1 1,068 tok
pitlane-ai/pitlane Race a baseline vs a skill or MCP on real tasks. Hard checks show if it got better, faster 8 Codex, OpenCode 1 287 tok
memi-design/design-skills Practical design judgment for AI coding agents: 94 governed skills for craft, research, ge 8 Codex, OpenCode 1 237 tok
yegor256/dogent Command line linter for your agentic manifestos, like SKILL.md and CLAUDE.md 8 Claude Code 1 306 tok
teamtinvio/jaz-ai jaz.ai Fastest ledger for agents. Jaz accounting plugins, skills, MCP server, and CLI for Claude, 8 Claude Code, Codex, OpenCode 1 643 tok
mgiovani/cc-arsenal 45 production-grade AI agent skills for real dev workflows. Code review, shipping, docs, g 8 Claude Code, Codex, OpenCode 2 4,516 tok
tartinerlabs/skills Claude Code skills for git workflows, GitHub automation, security audits, code refactoring 8 Codex, OpenCode 1 2,900 tok
hani-q/qstack A personal stack of agent skills for reviewable planning, disciplined execution, and durab 8 Codex, OpenCode 1 384 tok
CodandoTV/awesome-ai-coding-assistants-playbook A centralized map of references for configuring AI coding assistants — skills, instruction 8 Claude Code 1 831 tok
koinod/koino-skills Free AI agent skills for business automation. Sales, content, ops, growth. Compatible with 8 Claude Code 1 315 tok
Victory-7291/project-scaffold-setup-skills Reusable agent skills for scaffolding C++ and embedded projects 8 Codex, OpenCode 1 995 tok
jeffrigby/somepulp-agents Claude Code plugin providing AI-powered agents for code auditing, research, and multi-mode 8 Claude Code 1 2,976 tok
littlebearapps/pitchdocs littlebearapps.com Turn any codebase into professional, marketing-ready GitHub documentation — powered by AI 8 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 6,155 tok
DmitriyYukhanov/claude-plugins Personal collection of Claude Code plugins and skills: development workflows, cross-model 8 Codex, OpenCode 1 1,217 tok
Elnora-AI/elnora-linear Linear workspace for Claude Code — search, bulk edit, agents, and a config-driven curator. 8 Claude Code, Codex, OpenCode 1 1,807 tok
Cubenest/rrweb-stack cubenest.in Two OSS products on one rrweb substrate: tracelane (self-contained HTML test-failure repla 8 Claude Code, Codex, OpenCode 2 2,680 tok
bitflight-devops/hallucination-detector Zero-dependency Claude Code plugin that catches speculation, invented causality, and fake 8 Claude Code 1 348 tok
thisAAY/archeyes Bidirectional plan diagrams for AI coding agents — the diagram is an input device. 8 Claude Code 1 1,284 tok
ivanostanin/lucius-mcp ivanostanin.github.io A feature-rich Model Context Protocol (MCP) server and CLI for Allure TestOps TMS. 8 Codex, OpenCode 1 374 tok
sphinx-contrib/mcp sphinx-contrib.github.io Sphinx extension for documenting MCP tools, prompts, resources and resource templates. 8 Claude Code, Codex, OpenCode 2 755 tok
V-Songbird/razor YAGNI checks for Claude Code and Codex: reconsider dependencies, file growth and unnecessa 8 Claude Code, Codex, OpenCode 2 1,232 tok
ABMJ/tenable-sc-mcp-server Production-ready MCP server for Tenable Security Center with intelligent caching. 90% toke 8 Codex, OpenCode 1 1,269 tok
jpwang1208/find-skills-x AI-powered skill discovery tool for finding and recommending agent skills across 8+ platfo 8 Codex, OpenCode 1 229 tok
trentisiete/endy npmjs.com Multi-agent control plane for coding CLIs (Codex, OpenCode, CommandCode, Hermes) with one 8 Codex, OpenCode 1 3,029 tok
luckeyfaraday/frontier-orchestrator Multi-agent orchestration for Claude Code: MCP server + skill that keeps Claude as lead en 8 Claude Code, Codex 1 —
vibestackdev/vibe-stack vibestack0.gumroad.com 29 .mdc architecture rules that prevent AI coding assistants from hallucinating insecure a 8 Claude Code, Codex, OpenCode 2 2,642 tok
hslee16/Archy Architectural sensor for Python codebases - keeps structure honest under AI-assisted devel 8 Claude Code, Codex, OpenCode 2 4,029 tok
kazakago/cc-mascot kazakago.github.io A desktop mascot that speaks responses from AI coding agents. 8 Codex, OpenCode 1 1,341 tok
ojamin/okf-loom Toolkit for turning Markdown docs bundles into validated OKF knowledge graphs, with a loca 8 Claude Code, Codex, OpenCode 2 877 tok
Supersynergy/agent-token-saver Cuts what your coding assistant spends per task, and shows you the numbers. Works with Cod 8 Claude Code, Codex, OpenCode 2 474 tok
maxzrff/KnowledgeMCP Model Context Protocol (MCP) server for local vector storage & semantic search (ChromaDB, 8 GitHub Copilot 1 153 tok
ehurrn/newsroom-extension AI investigative journalism toolkit — OSINT, FOIA engineering, corporate veil piercing, li 8 Codex, Gemini CLI, OpenCode 2 2,571 tok
x-hannibal/webshift Shift noisy web pages into clean, context-ready text for LLMs — Rust library & MCP server 8 Claude Code 1 1,793 tok
alsi-lawr/agent-term.nvim Run agentic TUIs inside Neovim with persistent float/panel views and editor-context helper 8 Codex, OpenCode 1 1,321 tok
tb0hdan/wass-mcp Web Application Security Scanner MCP Server 8 Claude Code, Codex, Gemini CLI, OpenCode 3 191 tok
snyk/saw-mcp 8 Claude Code, Codex, OpenCode 2 1,968 tok
timescale/tiger-skills-mcp-server MCP server to provide a model with a set of skills 8 Claude Code 1 211 tok
yashau/dexgram Lightweight Telegram bridge for Codex on Windows 8 Claude Code, Codex, OpenCode 2 1,834 tok
Trenza1ore/GitCode-API gitcode-api.readthedocs.io Easy-to-use Python SDK for the GitCode REST API. Providing a built-in CLI tool and optiona 8 Claude Code, Codex, OpenCode 2 3,160 tok
cotdp/scraper-mcp cutler.sg Context-optimized MCP server for web scraping. Reduces LLM token usage by 70-90% through s 8 Claude Code 3 1,507 tok
donbr/lifesciences-research AI Agent wrappers for Life Sciences APIs (Open Targets, ChEMBL, UniProt). Accelerating dru 8 Claude Code 23 4,822 tok
PerkyZZ999/MemorizedMCP creativewebconcept.ca MemorizedMCP delivers a high‑performance, local‑first MCP Server in Rust that equips AI ag 8 Claude Code, Cursor 2 —
fanzeyi/jellycat A Jellyfish inspired CLI tool for managing Jujutsu (jj) changesets with GitHub PRs 8 Claude Code 1 725 tok
art9mid/arc-skill AI agent skill for scaffolding production-ready React Native (Expo) projects. Architecture 8 Claude Code, Codex, Cursor, OpenCode 4 2,221 tok
tsnAnh/flutter-agentic-starter The production-ready Flutter starter built for Claude Code, Cursor, Codex, and modern AI c 8 Claude Code, Codex, OpenCode 2 3,715 tok
tinesoft/spec-kit-token-budget Token Budget 💰 — a Spec Kit extension for token-efficient SDD 8 Claude Code 2 1,547 tok
CaptainYouz/agentdex captainyouz.github.io Local command center for AI skills, agents & rules across Cursor, Claude, and Codex — full 8 Claude Code 1 1,484 tok
Bundl-AI/bundl-cli bundl.ai Bundl - The open corpus standard for AI employees. Define how your company works once. Eve 8 Claude Code, Codex, OpenCode 2 306 tok
bntvllnt/codebase-intelligence npmjs.com CLI-first TypeScript codebase analysis with hotspots, impact, dead-export detection, and a 8 Claude Code, Codex, OpenCode 2 3,174 tok
alficlaw01/claw3d claw3d-office-alfi1.vercel.app 3D AI agent office — forked from iamlukethedev/Claw3D 8 Codex, OpenCode 1 129 tok