How real projects configure their agents

23,280 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
liyupi/openclaw-guide clawfather.cn Open-source OpenClaw Chinese documentation site and guide, supporting installation and dep 187 Codex, OpenCode 1 589 tok
toolsdk-ai/toolsdk-mcp-registry toolsdk.ai MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database with Struc 187 Codex, OpenCode 1 204 tok
jeeftor/audiobook-organizer Organize and rename audiobook libraries for Audiobookshelf using metadata.json, EPUB, MP3, 187 Codex, OpenCode 18 3,189 tok
minipuft/claude-prompts-mcp MCP server for reusable prompt templates, multi-step workflow chains, and quality gates. C 187 Claude Code, Codex, OpenCode 2 13,685 tok
verseles/codewalk A native (really fast!!) cross-platform client for OpenCode 187 Codex, OpenCode 1 1,501 tok
peltmonger/stardrive astro-stardrive.com The Astro boilerplate to create super stable and fast websites in the AI age 187 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 3,374 tok
panaversity/ksor ksor.panaversity.org KSoR (Knowledge System of Record) is an open-source SDK for building governed, authoritati 187 Claude Code, Codex, OpenCode 8 29,017 tok
dynatrace-oss/dtctl dynatrace-oss.github.io CLI for managing Dynatrace platform resources - built for humans and AI agents alike 187 Claude Code, Codex, OpenCode 4 6,751 tok
VerisimilitudeX/DNAnalyzer Precision genomics for everyone, everywhere. Powered by private AI. 186 Codex, OpenCode 1 1,306 tok
databricks-industry-solutions/security-analysis-tool databricks-industry-solutions.github.io Security Analysis Tool (SAT) analyzes customer's Databricks account and workspace security 186 Claude Code, Codex, OpenCode 3 8,442 tok
thalysjuvenal/advpl-specialist thalysjuvenal.github.io Plugin para Claude Code especializado em ADVPL e TLPP para desenvolvimento TOTVS Protheus 186 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 17 2,354 tok
phil65/agentpool phil65.github.io A unified agent orchestration hub that lets you configure and manage multiple AI agents (n 186 Claude Code, Codex, GitHub Copilot, OpenCode 6 3,723 tok
Luligu/matterbridge-hass Matterbridge Home Assistant plugin 186 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,410 tok
Cesarjoquin/Marketing-Skills AI agent Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, 186 Claude Code, Codex, OpenCode 2 2,165 tok
harikrishna8121999/antigravity-workflows npmjs.com Community-driven workflows for Antigravity AI. Like Claude Skills - reusable prompts and a 186 Codex, OpenCode 1 748 tok
Yourdaylight/stock_datasource Builds a local financial database based on tushare. An AI-native multi-Agent financial ana 186 Codex, OpenCode 1 143 tok
cpt13-g/clarify-research-idea Turn vague research directions into falsifiable, evidence-grounded Research Idea Briefs wi 186 Codex 1
Hessesian/kmp-lsp Fast, low-memory LSP server for Kotlin and Java, written in Rust 186 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,045 tok
w7panel/w7panel web UI for Kubernetes clusters 185 Codex, OpenCode 21 10,548 tok
kawayiYokami/astrbot_plugin_angel_memory Gives AstrBot true memory capabilities, enabling AI not only to remember but also to think 185 Codex, OpenCode 1 3,896 tok
yuanzui0728/Enclave enclaveai.top Your own AI-powered virtual world. AI companionship. AI socializing. 185 Codex, OpenCode 1 16,442 tok
mehd-io/dotfiles My dotfiles - including aerospace/sketchybar setup 185 Codex, OpenCode 1 730 tok
zhaoliangbin42/AI-MarkDone chromewebstore.google.com ChatGPT directory navigation, Reader source copy, Dynamic Annotation, bookmarks, PNG expor 185 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,688 tok
Shiyao-Huang/awesome-agent-evolution agent-evolution.com Open survey and evidence map for AI agent evolution, self-evolving agents, memory, skills, 185 Claude Code, Codex, OpenCode 2 10,532 tok
TheSyart/emperor-agent Local Emperor-style AI agent with Vue WebUI, multi-provider LLMs, streaming chat, tools, s 185 Codex, OpenCode 1 2,670 tok
floflo777/open-crypto-puzzles Unsolved crypto puzzles worth ~10 BTC, ~12 ETH and ~1,900 AR still on-chain: escrow addres 185 Codex, OpenCode 1 1,175 tok
sourcey/startup-credits sourcey.com The open collection of startup credits, offers and programs. Canonical YAML for evidence-b 185 Codex, OpenCode 1 465 tok
PromptPartner/agentsmith promptpartner.ai Universal, model-agnostic operating harness for AI agents (Claude, Codex, Gemini, …) — a l 184 Codex, OpenCode 1 8,492 tok
tjakoen/grain tjakoen.github.io GRAIN — an AI-interaction design system where every surface is operable by both human and 184 Claude Code, Codex, OpenCode 4 1,250 tok
yyyzl/push-2-talk PushToTalk is a high-performance desktop voice input tool. More than just speech-to-text, 184 Claude Code, Codex, OpenCode 2 11,391 tok
adeze/raindrop-mcp Raindrop MCP Server 184 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 15 4,145 tok
Verified-zkEVM/clean clean.zksecurity.xyz Lean circuit DSL 184 Claude Code, Codex, OpenCode 2 3,450 tok
jacob-bd/perplexity-web-mcp MCP server and Anthropic API-compatible interface for Perplexity AI web interface 184 Claude Code, Codex, OpenCode 2 1,831 tok
mverab/eGEOagents egeoagents.com Open-source Generative Engine Optimization (GEO) & Answer Engine Optimization (AEO) toolki 184 Claude Code, Codex, OpenCode 2 1,062 tok
runablehq/mini-browser An agent first browser cli 184 Codex, OpenCode 1 75 tok
ejboy/agent-scripts Token-efficient, local-first CLI tools for coding agents - compact Maven, npm/Node, and Go 184 Codex, OpenCode 1 222 tok
liuxiaopai-ai/ralph-desktop x.com Ralph Desktop - Start vague. Ralph Loop until perfect. A visual controller for AI coding 183 Codex, OpenCode 1 629 tok
bgpkit/monocle 🧐 See through all BGP data with a monocle. 183 Codex, OpenCode 1 1,548 tok
qwertie/ecsharp ecsharp.net Home of LoycCore, the LES language of Loyc trees, the Enhanced C# parser, the LeMP macro p 183 Claude Code, Codex, OpenCode 2 491 tok
jtgsystems/Custom-Modes-Roo-Code jtgsystems.com 🚀 Custom modes for Roo Code VS Code extension - Enhanced AI coding assistance configurati 183 Claude Code, Codex, OpenCode 2 8,075 tok
ItsWendell/palot Just another desktop client for OpenCode 2. Manage projects, sessions, parallel agents, re 183 Claude Code, Codex, OpenCode 11 122 tok
addyosmani/factory A reference software factory for Claude Code and Codex 183 Claude Code, Codex, OpenCode 2 532 tok
sortie-ai/sortie sortie-ai.com Turn tracker tickets into autonomous agent sessions 183 Claude Code, Codex, GitHub Copilot 3 2,004 tok
MLT-OSS/FirstData firstdata.deepminer.com.cn The World's Most Comprehensive, Authoritative, and Structured Open Source Data Source Know 182 Claude Code, Codex, OpenCode 2 3,628 tok
wenqingyu/ralphy-openspec Ralph loop + OpenSpec integration for Cursor, OpenCode and ClaudeCode heavy lifting. 182 Claude Code, Codex, OpenCode 5 483 tok
IAGA-TEAM/IAGA-Sentinel iaga.tech IAGA Sentinel sits next to your AI agents and answers the one question the agent itself ca 182 Codex, OpenCode 1 19,946 tok
liruifengv/amon-agent Amon - Your AI coworker running on your desktop 182 Claude Code, Codex, OpenCode 2 2,619 tok
johnpapa/vscode-winteriscoming marketplace.visualstudio.com Dark theme with fun and bright foreground colors 182 Codex, GitHub Copilot, OpenCode 2 2,085 tok
Dicklesworthstone/markdown_web_browser Renders any URL via headless Chrome, tiles screenshots into OCR slices, and streams struct 182 Codex, OpenCode 1 10,994 tok
SawyerHood/middleman middleman.tools The middle manager for your agents 182 Codex, OpenCode 1 1,158 tok