How real projects configure their agents

44,931 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
francize/agents-to-im Feishu/Lark group for Claude Code and Codex sessions, vibe coding anytime, anywhere 118 Claude Code 1 249 tok
macrocosm-os/dataverse-cli The cli of dataverse 118 Claude Code, Codex, OpenCode 2 2,033 tok
AllenAI2014/ai-investment-advisor Let Claude, Codex, and Gemini form your personal investment committee 118 Claude Code, Codex, OpenCode 7 3,028 tok
lsp-client/lsp-skill lsp-client.github.io IntelliSense Designed for Coding Agent 118 Claude Code, Codex, OpenCode 2 300 tok
Markeljan/web3gpt w3gpt.ai Develop and deploy smart contracts using natural language. 118 Claude Code, Codex, OpenCode 2 2,269 tok
Dicklesworthstone/model_guided_research Systematic investigation of 11 exotic math frameworks (Lie groups, tropical algebra, p-adi 118 Claude Code, Codex, OpenCode 2 5,687 tok
assimelha/bdui Real-time Text User Interface for bd (beads) issue tracker with Kanban, Tree, Graph views, 118 Claude Code, Codex, OpenCode 2 4,298 tok
Chat2AnyLLM/awesome-claude-plugins chat2anyllm.github.io A curated list of awesome claude marketplaces and plugins 118 Claude Code 1 448 tok
luongnv89/context-stats luongnv.com Understand how you use Claude Code, and spend less doing it. 118 Claude Code, Codex, OpenCode 3 4,636 tok
grame-cncm/faustide faustide.grame.fr Faust IDE (Integrated Development Environment) 118 Codex, OpenCode 1 2,751 tok
nklisch/claude-code-modes CLI launcher for Claude Code with behaviorally-tuned system prompts — control agency, qual 118 Claude Code 7 2,039 tok
ohmiler/gridgeist ohmiler.github.io Gridgeist turns product intent into a rigorous visual system—without the generic AI SaaS a 118 Codex, OpenCode 1 141 tok
eclipse-mosaic/mosaic eclipse.dev Eclipse MOSAIC is a Multi-Domain and Multi-Scale Simulation Framework for Automated and Co 118 Codex, OpenCode 1 4,005 tok
dreadnode/agent-lens dreadnode.github.io Agent observability and replay tooling for AI safety & interpretability research. 118 Claude Code 2 2,762 tok
takeshy/obsidian-gemini-helper AI chat, workflow automation, semantic search (RAG), LLM Wiki (OKF) powered by Google Gem 118 Claude Code, Codex, OpenCode 6 4,084 tok
open-video-ai/open-video open-video.ai Open-source video generation — Ollama for MiniMax H3. Local director on ComfyUI. 118 Codex, OpenCode 1 401 tok
AlephantAI/AIephant-AI-Agent-Gateway alephant.io Alephant is an open-source AI Agent Gateway for routing, tracking, and controlling LLM usa 118 Cursor 1 —
rhblind/emacs-mcp-server Pure ELISP MCP server for Emacs 118 Claude Code 1 4,084 tok
ai-twinkle/Eval twinkleai.tw High-performance LLM evaluation framework with parallel API calls — up to 17× faster than 118 Claude Code 3 12,871 tok
legioncodeinc/honeycomb theapiary.sh AI coding agents forget. They forget across sessions, and they forget across tools. A deci 118 Codex, OpenCode 1 2,094 tok
itseffi/agentic-os Agentic personal OS to automate high-leverage workflows with Codex, Claude Code, Pi, OpenC 118 Claude Code, Codex, OpenCode 2 2,670 tok
liangdabiao/exa-research-mcp-skill skillhub.cn AI-powered enterprise and market research tool based on Claude Code and the Exa search eng 118 Claude Code, Codex, OpenCode 9 1,867 tok
Abilityai/cornelius AI-powered second brain template for Claude Code + Obsidian 118 Claude Code 2 8,289 tok
openkaiden/kaiden openkaiden.ai 118 Claude Code, Codex, OpenCode 5 3,728 tok
anqinou-art/NagiBridge 118 Codex, OpenCode 1 3,705 tok
Rich627/whatsapp-claude-plugin Claude Code WhatsApp channel plugin — run AI directly from WhatsApp, voice transcription, 118 Claude Code, Codex, OpenCode 2 2,140 tok
moeru-ai/alint 🤖🤮 Hate the yuck codes that agents generated? Try `alint`, a ESLint like toolchain for i 118 Claude Code, Codex, OpenCode 2 2,997 tok
yupanzi/kiro2claude Tracks points, provides cached outputs, and is a trustworthy choice. 118 Codex, OpenCode 1 6,433 tok
mouse-lin/frame-smith 118 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,344 tok
fiberplane/mcp-lite fiberplane.dev Lightweight, composable MCP framework for TypeScript 118 Claude Code, Codex, OpenCode 2 626 tok
bimwright/rvt-mcp BIMwright — AI-native Revit MCP server (Revit 2022–2027) 118 Claude Code, Codex, OpenCode 2 9,491 tok
buildonspark/spark The Spark Bitcoin layer 2 protocol 118 Claude Code, Codex, Gemini CLI, OpenCode 31 3,168 tok
Koshimizu-Takehito/my-toybox my-toybox is an experimental iOS app project that showcases a wide variety of SwiftUI and 118 Claude Code 13 800 tok
sonilo-ai/skills Agent skills for Sonilo's licensed music, sound-effects, dubbing, and audio-ducking API 117 Claude Code, Codex, OpenCode 2 1,603 tok
riffpad/riffpad riffpad.ai Watch, approve and steer your coding agents from your phone. 117 Codex, OpenCode 1 462 tok
appleweiping/WEIPING_LAB Autonomous research system: phenomenon-driven discovery, kill-first ideation, anti-toy enf 117 Claude Code, Codex, OpenCode 3 2,270 tok
jmacdotorg/plerd Ultralight Dropbox-friendly Markdown-based blogging. 117 Claude Code 1 2,013 tok
VCnoC/Claude-Code-Zen-mcp-Skill-Work Let me briefly say a few words about this matter, and you'll understand. In short, this is 117 Claude Code, Codex, OpenCode 3 31,672 tok
zrong/blog blog.zengrong.net Markdown source files for blog posts 117 Claude Code, Codex, OpenCode 2 1,048 tok
wiseaidotdev/autogpt autogpt.wiseai.dev 🦀 A Pure Rust Framework For Building AGI. 117 Codex, OpenCode 1 3,148 tok
discourselab/scrapai-cli docs.scrapai.dev AI-powered web scraping CLI. Describe what you want, get a production-ready Scrapy spide 117 Claude Code, Codex, OpenCode 2 9,099 tok
OnlyTerp/prompt-cache-skills Drop-in prompt-caching fixes for the LLM agent harness you use. Point your AI coding agent 117 Codex, OpenCode 1 1,440 tok
androidZzT/cc-statistics AI Coding stats dashboard — track costs, tokens, and efficiency across Claude Code / Gemin 117 Claude Code, Codex, OpenCode 2 1,823 tok
Sugar-Coffee/stokowski A multi-model autonomous agentic engineering pipeline driven by linear. Claude + Codex + L 117 Claude Code 2 7,031 tok
DataHaskell/sabela A reactive notebook for Haskell 117 Claude Code, Codex, OpenCode 2 3,611 tok
chaitin/chaitin-cli Chaitin CLI for products 117 Codex, OpenCode 1 748 tok
muratgur/ordinus Your local-first command center for working with AI agents like a real team. 117 Claude Code, Codex, OpenCode 13 1,112 tok
droidconKE/droidconKeKotlin dcke 117 Claude Code, Codex, OpenCode 2 5,483 tok
Inakitajes/convoy Convoy is a higher-level orchestration harness for OpenCode that turns a PRD into a struct 117 Claude Code, OpenCode 12 —
cj-vana/claude-swarm MCP server for orchestrating parallel Claude Code worker swarms with protocol-based behavi 117 Claude Code 1 3,967 tok