How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
kormium/kormium A type-safe, reflection-free Kotlin Multiplatform ORM / SQL DSL for server and client. On 21 Codex, OpenCode 1 5,806 tok
zby/llm-do "Extend with llm, stabilise with code" - Prompts when you're exploring, Python when you're 21 Claude Code, Codex, OpenCode 10 1,562 tok
Quinoto-Tech/QuinotoSpec QuinotoSpec: Framework de Desarrollo Agéntico Guiado por IA. Metodología "Proposal-First" 21 Codex, OpenCode 1 4,507 tok
jonathanbossenger/concilium A web based, local or public, multi-agent orchestration dashboard. Your council of agents. 21 Claude Code, Codex, OpenCode 2 2,711 tok
lisitan/writing-team-workbench 21 Claude Code, Codex, OpenCode 15 3,299 tok
numman-ali/editorzero Open-source, self-hostable AI-native docs platform. Humans and AI agents as peer co-editor 21 Claude Code, Codex, OpenCode 2 4,366 tok
xihuai18/claude-code-mcp Make Claude Code serve as a MCP server with minimal tools. 21 Codex, OpenCode 1 3,078 tok
Electro-resonance/LLM-WIKI-MCP LLM Wiki MCP – the local‑first Markdown knowledge‑base with both MCP and CLI 21 Claude Code, Codex, OpenCode 2 276 tok
goodguy1963/Copilot-Cockpit Copilot Cockpit is the kanban board system for AI work in VS Code: planning and triage, ex 21 Claude Code, Codex, GitHub Copilot 17 142 tok
mikekelly/promode A Claude Code plugin designed to make efficient use of Fable on usage credits. 21 Claude Code, Codex, OpenCode 3 2,123 tok
liamqma/sanmou-yanwu sanmou-yanwu.pages.dev 21 Claude Code, Codex, OpenCode 6 298 tok
itcaat/rcmd Use the right ⌘ + key to switch application 21 Codex, OpenCode 1 974 tok
Salakar/pluto mike.diarmid.me A remarkable way to Flutter. 21 Codex, OpenCode 1 4,796 tok
GermanDZ/ai-guided-project A template to init other projects to be developed using AI agents 21 Claude Code, Codex, OpenCode 2 2,162 tok
footprintjs/footPrint footprintjs.github.io TypeScript workflow engine with named stages, tracked state and recorded decision evidence 21 Claude Code, Codex, OpenCode 2 21,004 tok
clear0215/research-planning-architect a research planning skills 21 Codex, OpenCode 1 163 tok
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
bonnguyenitc/antigravity-superpowers npmjs.com Superpowers for Google Antigravity — composable skills, smart workflows, and always-on rul 21 Claude Code, Codex 24 —
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