How real projects configure their agents

23,733 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
unicorn-plugins/npd A plugin that supports the entire process of planning, designing, developing, and deployin 21 Claude Code, Codex, OpenCode 3 241 tok
OrionUE/Orion_FreeEdition orionue.com 21 Claude Code, Codex, OpenCode 60 982 tok
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
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
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
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
kagent-dev/website kagent.dev kagent and kMCP website and documentation | Join Discord: https://bit.ly/kagentdiscord 21 Claude Code, Codex, OpenCode 2 159 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
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
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
riccardoerrafigma/designer-to-builder 21 Codex, OpenCode 1 175 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
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
topos-sh/topos topos.sh Behavior sharing for AI agents in teams — the topos CLI + self-hostable plane keep every a 21 Claude Code, Codex, OpenCode 2 1,503 tok
powersync-ja/agent-skills powersync.com Official agent skills for PowerSync 21 Claude Code, Codex, OpenCode 2 472 tok
paladini/mcp-me mcp-me.page Your AI assistants don't know who you are. mcp-me fixes that: a local MCP server that give 21 Codex, GitHub Copilot, OpenCode 2 1,577 tok
aiconnai/agentshield aiconnai.github.io 🛡️ Offline Rust security scanner for AI agent tools & MCP servers — MCP, Hermes Agent, Cr 21 Claude Code, Codex, OpenCode 2 7,575 tok
staticroostermedia-arch/engram glama.ai Geometric agent memory for Agents: 8-tool lean contract, harness injection at wake, sessio 21 Claude Code, Codex, OpenCode 2 3,188 tok
l22-io/orchard-mcp MCP server for Apple Calendar, Mail, and Reminders on macOS using native EventKit and Scri 21 Claude Code, Codex, OpenCode 2 1,070 tok
monkey2jack/aiduMEI aiduMEI⚕ Aidu Memory Engine Insight · General-purpose wisdom engine for agents — Excellent 21 Codex, OpenCode 1 1,538 tok
iurysza/android-use A CLI + SKILL for Android device automation built for agents and humans. 21 Codex, OpenCode 1 385 tok
Rushik-B/Clira tryclira.com Open-source AI chief of staff — manages email, calendar, reminders, and tools with human a 21 Claude Code, Codex, OpenCode 3 3,665 tok
flowercomputers/hivemind global agent memory and skill sharing 21 Codex, OpenCode 1 1,948 tok
GetStream/agent-skills Give your AI coding agent the ability to build, query, and manage Stream - Chat, Video, Fe 21 Codex, OpenCode 1 943 tok
11Yuxuanyang/seedance-viral-forge 11yuxuanyang.github.io Reusable AI video prompt skills for Seedance 2.0 / 即梦: product-selling scripts, merchant d 21 Claude Code, Codex, OpenCode 2 691 tok
zgbrenner/agentcounsel zgbrenner.github.io Open-source, AI-agnostic skills for legal teams. 21 Claude Code, Codex, Gemini CLI, OpenCode 3 3,839 tok
denysdovhan/agents A collection of custom skills for my workflows with AI-agents 21 Claude Code, Codex, OpenCode 2 528 tok
MarioZZJ/cc-notify-hooks mariozzj.github.io Agent response-waiting notification plugin (supports Claude Code, CodeX, DeepSeek Harness, 21 Claude Code, Codex, OpenCode 2 2,577 tok
Sensorica/nondominium sensorica.co Nondominium built on REA + Valueflows + Holochain is a distributed multi-agent system for 21 Claude Code, Codex, Gemini CLI, OpenCode 3 3 tok
Open-Harness/open-harness open-harness.github.io 21 Claude Code, Codex, OpenCode 5 6,022 tok