How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
ehsanghaffar/einbiogpt bio.eindev.ir An intelligent web application built with Next.js, Tailwind CSS, and OpenAI's GPT models. 21 Codex, GitHub Copilot, OpenCode 2 2,000 tok
dean0x/devflow dean0x.github.io The most advanced agentic development meta-harness for generating production-grade code. A 21 Claude Code 1 3,219 tok
Sakaax/ux-pilot ux-pilot.sakaax.com Your UX co-pilot — from idea to validated flow, in your terminal. Claude Code plugin with 21 Claude Code 1 —
jghiringhelli/codeseeker MCP server with semantic search + knowledge graph for Claude Code, Cursor, and Copilot 21 Claude Code 1 42 tok
sabir-gbs/the-polyglot-protocol A senior-engineer protocol for polyglot code generation, architecture, testing, security, 21 Codex, OpenCode 1 63 tok
rodolfochicone/rc-project rodolfochicone.dev Plugin de skills e agentes para Claude Code workflows de engenharia reais, do PRD ao PR 21 Claude Code, Codex, OpenCode 2 3,024 tok
cagatayuncu/marketing-machine Claim-provenance and brand-compliance harness for marketing content: scans your codebase f 21 Claude Code 1 623 tok
Jinsong-Zhou/xhs-autopilot RedNote content creation autopilot — full-process automation with an AI Agent 21 Claude Code 3 882 tok
shaokeyibb/dsh-plugin-product-subagents Role-based Codex / Claude Code / ACP subagent providers for the DeepSeek Harness — continu 21 Claude Code, Codex, OpenCode 2 1,444 tok
0xkuze/add-dir-opencode the add-dir command from claude code but for opencode 21 Codex, OpenCode 1 2,062 tok
pariyar07/ariadne satyampariyar.com Open-source agent skills for building scope-safe Markdown knowledge vaults with determinis 21 Claude Code, Codex, Gemini CLI, OpenCode 3 1,921 tok
ya5huk/findash An Israeli Claude Finance Plugin 21 Claude Code, Codex, OpenCode 3 5,982 tok
branover/hexgraph Self-hosted, agentic vulnerability research for binaries & firmware: an AI agent decompile 21 Claude Code, Codex, OpenCode 6 11,238 tok
cyijun/china-financial-services AI agent plugins & managed-agent templates for China A-share market research and financial 21 Claude Code, Codex, OpenCode 2 1,506 tok
sordi-ai/skill-everything Git-versioned agent memory: agents that never make the same mistake twice. Anthropic-Skill 21 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 4,060 tok
ansari-project/ansari-skill Islamic Knowledge Agent Skill — answers questions about Islam using authentic sources. Wor 21 Claude Code, Codex, OpenCode 2 4,154 tok
lac5q/beastmode Beastmode: MofA (Mixture of Agents) orchestration framework for Hermes/OpenClaw/Codex with 21 Claude Code, Codex, OpenCode 8 1,900 tok
ProvablyAI/sourcerykit provably.ai Python SDK for accurate and verifiable agent tool use. Agents verify that answers came fro 21 Codex, OpenCode 1 1,409 tok
aptos-labs/aptos-agent-skills AI skills for building secure, modern Aptos dApps — Move contracts, TypeScript SDK, and fr 21 Claude Code 1 2,840 tok
apache/solr-mcp solr.apache.org Solr MCP Server 21 Claude Code, Codex, OpenCode 2 7,872 tok
nirholas/modelcontextprotocol.name modelcontextprotocol.name Give AI agents access to money 💰1,100+ MCP tools — swap, bridge, stake, lend, trade, and 21 Claude Code, Codex, OpenCode 2 472 tok
cz1993/vibe-coding-repository-standard Open-source repository standard, starter template, validator, and multi-agent workflow for 21 Codex, OpenCode 1 646 tok
AI-by-design/primitiv primitiv.design The design system infrastructure keeping teams and agents in sync. 21 Claude Code, Codex, OpenCode 2 2,298 tok
Brainwires/rullama-framework brainwires.dev A modular framework for building complete AI solutions. It's mostly a Rust framework with 21 Claude Code, Codex, OpenCode 5 1,887 tok
ZenRows/zenrows-mcp zenrows.com Official Zenrows MCP integration 21 Claude Code, Codex, OpenCode 2 683 tok
docdyhr/simplenote-mcp-server MCP Server for Simplenote integration with Claude Desktop 21 Claude Code, Codex, GitHub Copilot, OpenCode 12 3,384 tok
davidmosiah/delx-wellness-hermes wellness.delx.ai Turn Hermes into a local-first wellness agent with guided setup, onboarding, wellness skil 21 Codex, OpenCode 1 189 tok
husniadil/ultrathink MCP server for sequential thinking and complex problem-solving. Built iteratively using it 21 Claude Code 3 2,854 tok
aws-samples/sample-ai-assistant-on-agentcore A full-stack AI assistant built on Amazon Bedrock AgentCore. This sample demonstrates how 21 Codex, OpenCode 1 3,651 tok
Syncause/debug-skill syn-cause.com Agent debugging skill. Stop AI debugging guesswork with runtime evidence. 21 Codex, OpenCode 1 317 tok
anurmatov/phleet Open-source autonomous multi-agent AI platform. Dockerized agents driven by Claude or Code 21 Claude Code 1 9,686 tok
grafana/grafana-pathfinder-app grafana.com Get help exactly when and where you need it. Grafana Interactive Learning brings contextua 21 Claude Code, Codex, OpenCode 19 1,685 tok
riccardoerra/designer-to-builder Companion repository for the Figma Designer to Builder webinar series 21 Codex, OpenCode 1 175 tok
accordproject/apap Accord Project Agreement Protocol. Agreement Runtime and MCP Server 21 Claude Code 1 2,196 tok
riccardoerrafigma/designer-to-builder 21 Codex, OpenCode 1 175 tok
bonnguyenitc/antigravity-superpowers npmjs.com Superpowers for Google Antigravity — composable skills, smart workflows, and always-on rul 21 Claude Code, Codex 24 —
uberskillsdev/uberSKILLS uberskills.dev Design, test, and deploy Claude Code Agent Skills through a visual, AI-assisted workflow. 21 Claude Code 1 3,915 tok
lexmount/browseruse-agent-bench lexmount.github.io Real-world browser-agent benchmark: 210 tasks across 107 websites, multi-agent/multi-brows 21 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,862 tok
sflinter/banktivity-swift-mcp MCP server for Banktivity personal finance files — Swift/Core Data rewrite for CloudKit-sa 21 Claude Code 1 2,077 tok
DataZooDE/erpl-adt erpl.io CLI and MCP server for the SAP ADT REST API — search, read/write ABAP source, run tests, m 21 Claude Code, Codex, OpenCode 2 6,802 tok
dpmadsen/multimodels-mcp MCP server that lets Claude Code delegate tasks to GPT-5.6 (Codex CLI), DeepSeek, GLM, Ope 21 Claude Code, Codex, OpenCode 2 2,571 tok
ObscuritySRL/bun-win32 Zero-dependency, zero-overhead Win32 FFI bindings for Bun on Windows. 21 Claude Code, Codex, OpenCode 2 6,102 tok
aiya000/dotfiles Practical configuration files by 5000++ commits. e.g., Neovim and tmux with editprompt for 21 Claude Code 2 1,491 tok
pandosme/make_acap A collection of demo ACAP that utilize various services in Axis Cameras. These can be use 21 GitHub Copilot 1 904 tok
navisbio/AACT_clinicaltrials_MCP 21 Claude Code 1 567 tok
khairold/pibun 21 Claude Code, Codex 5 3,749 tok
ai-analyst-lab/ai-analyst-plus AI Product Analyst Plus — full system + premium skills for bootcamp and consulting 21 Claude Code 3 9,546 tok
context-foundry/context-foundry contextfoundry.dev Stop vibe coding. Start building. 21 Claude Code, GitHub Copilot 9 2,921 tok
wearelamplit/lamp-os LampOS 21 Claude Code 1 4,313 tok
saadnvd1/hydra Never stop coding when your AI CLI hits a rate limit. Unified wrapper for Claude Code, Cod 21 Claude Code 1 625 tok