How real projects configure their agents

22,053 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
bskimball/tanstack-hono A simple example of using Tanstack Router SSR with Hono in a monolith 119 Claude Code, Codex, Cursor, OpenCode 10 1,351 tok
AlexAsplund/Vanchor vanchor.org Turn a cheap trolling motor into a smart GPS autopilot - virtual anchor, routes, cruise an 119 Codex, OpenCode 1 2,154 tok
ikkz/anki-eco anki.ikkz.fun Enhance your Anki experience 119 Codex, OpenCode 1 2,077 tok
sidequery/sidemantic sidemantic.com The universal metrics layer. Compatible with 15+ formats: Cube, MetricFlow, LookML, Omni, 119 Claude Code, Codex, OpenCode 2 1,680 tok
ceilf6/FrontAgent marketplace.visualstudio.com Frontend AI coding agent platform with CLI, VS Code extension, desktop app, MCP server, RA 119 Claude Code, Codex, OpenCode 8 2,350 tok
ginuim/skill-base skillbase.reaidea.com Private Skill distribution platform for AI coding agents: publish, install, update, and ro 119 Codex, OpenCode 1 1,284 tok
SpillwaveSolutions/agent-brain Local-first RAG memory for AI agents: hybrid + GraphRAG search, MCP server with OAuth 2.1, 119 Claude Code, Codex, OpenCode 2 6,231 tok
lsp-client/lsp-skill lsp-client.github.io IntelliSense Designed for Coding Agent 119 Claude Code, Codex, OpenCode 2 300 tok
voleeo/voleeo-api voleeo.com Local-first desktop API client built for developers and AI agents 119 Claude Code, Codex, OpenCode 2 6,138 tok
espennilsen/pi 119 Claude Code, Codex, OpenCode 3 1,903 tok
ptmrio/autorename-pdf autorename-pdf is a highly efficient tool designed to automatically rename and archive PDF 119 Claude Code, Codex, OpenCode 6 2,347 tok
jbwinters/jacquard-lang Jacquard is a small programming language designed for a regime in which most code is writt 119 Codex, OpenCode 1 1,801 tok
ad-repo/nullplayer nullPlayer is a free open source macOS media player with some unique features 119 Claude Code, Codex, OpenCode 2 1,048 tok
khadgi-sujan/retune retune.dev The visual layer for vibe coding 119 Claude Code, Codex, OpenCode 2 969 tok
auth0/auth0-mcp-server Connect LLMs and AI agents to Auth0 Management APIs via an MCP server. Use natural-languag 119 Codex, Gemini CLI, OpenCode 2 1,390 tok
nexu-io/looper 🔁 Run AI coding agents as an autonomous dev team across all your GitHub repos — plan, rev 119 Codex, OpenCode 1 858 tok
bradautomates/content-ideas youtube.com Track competitors across X, Instagram, TikTok, and YouTube, see what they post, what perf 119 Claude Code, Codex, OpenCode 2 569 tok
diegosouzapw/OmniGlyph Cut your Claude bill 59–70% by rendering bulky LLM context as dense PNG pages — 100% read 119 Claude Code, Codex, Gemini CLI, OpenCode 3 2,239 tok
dralgorhythm/claude-agentic-framework A More Effective Agent Harness for Claude 118 Claude Code, Codex, OpenCode 35 2,168 tok
Azure-Samples/Agentic-AI-Investment-Analysis-Sample Sample App using Agent Framework for analysis of investment opportunities. 118 Codex, OpenCode 1 3,825 tok
macrocosm-os/dataverse-cli The cli of dataverse 118 Claude Code, Codex, OpenCode 2 2,033 tok
iflow-ai/NioPD NioPD (Nio Product Director) Is Your Virtual Product Expert Team on Claude Code, freeing y 118 Codex, OpenCode 1 1,443 tok
JKorf/Kraken.Net cryptoexchange.jkorf.dev C#/.NET client library for the Kraken.com cryptocurrency exchange REST and WebSocket APIs, 118 Codex, GitHub Copilot, OpenCode 2 2,726 tok
RapierCraftStudios/ForgeDock rapiercraftstudios.github.io ForgeDock — autonomous AI dev pipeline for Claude Code. GitHub as agent memory: issue in, 118 Claude Code, Codex, OpenCode 6 570 tok
opentiny/webmcp-sdk docs.opentiny.design OpenTiny NEXT-SDKs is a front-end AI and browser automation toolkit. It implements WebMCP 118 Codex, OpenCode 1 2,095 tok
SigNoz/signoz-mcp-server signoz.io MCP Server for SigNoz 118 Claude Code, Codex, OpenCode 2 1,503 tok
mudrii/hermesd TUI monitoring dashboard for Hermes AI agent 118 Claude Code, Codex, OpenCode 3 1,408 tok
tma1-ai/tma1 tma1.ai Local-first observability your agent reads back. TMA1 records every LLM call, then routes 118 Claude Code, Codex, OpenCode 2 2,395 tok
REMnux/remnux-mcp-server remnux.org MCP server for using the REMnux malware analysis toolkit via AI assistants 118 Codex, OpenCode 1 14 tok
rtk-ai/grit Git for AI agents — zero merge conflicts, any number of parallel agents, same codebase 118 Claude Code, Codex, OpenCode 2 1,721 tok
rhuss/cc-spex SDD based on spec-kit, enhanced with custom traits 118 Claude Code, Codex, OpenCode 2 921 tok
pproenca/agent-tui TUI automation for AI agents. Control any terminal app from code. 118 Claude Code, Codex, OpenCode 9 1,311 tok
Regncreative/Pulse pulse.regncreative.com Modern Windows observability app with real-time system insights. 118 Codex, OpenCode 1 1,051 tok
Dicklesworthstone/cross_agent_session_resumer Resume AI coding sessions across providers: converts Codex, Claude, Gemini, and other sess 118 Codex, OpenCode 1 11,106 tok
shaftoe/awesome-pi-coding-agent awesome-pi.site An auto-discovered, LLM curated directory of resources for the Pi Coding Agent ecosystem. 118 Codex, OpenCode 1 342 tok
fiberplane/mcp-lite fiberplane.dev Lightweight, composable MCP framework for TypeScript 118 Claude Code, Codex, OpenCode 2 626 tok
manavmishra/ZeroSlop zero-slop.ai Open-source Agent Skill that scores AI-sounding writing 0–100, edits it with your assistan 118 Claude Code, Codex, OpenCode 2 2,861 tok
reliverse/experiments reliverse.org Experimental projects, prototypes, and early ideas from the Reliverse and Bleverse ecosyst 118 Claude Code, Codex, Cursor, OpenCode 17 5,083 tok
textura-agency/next16-claude-starter AI-first Next.js 16 starter for animation-heavy sites, wired with an Obsidian vault & Clau 117 Claude Code, Codex, Cursor, OpenCode 7 1,409 tok
mrgoonie/claudekit-cli claudekit.cc A CLI command to get started with ClaudeKit 117 Claude Code, Codex, OpenCode 2 4,006 tok
momotech/LinkWork Open-source enterprise AI workforce platform — containerized roles, declarative skills, MC 117 Codex, OpenCode 1 1,632 tok
Markeljan/web3gpt w3gpt.ai Develop and deploy smart contracts using natural language. 117 Claude Code, Codex, OpenCode 2 2,269 tok
walletbeat/walletbeat walletbeat.eth.limo An open repository of EVM-compatible wallets 🌸 117 Claude Code, Codex, OpenCode 5 1,101 tok
Convex-Dev/convex convex.world Convex Main Repository - Decentralised platform for the Internet of Value 117 Claude Code, Codex, OpenCode 23 2,248 tok
Dicklesworthstone/model_guided_research Systematic investigation of 11 exotic math frameworks (Lie groups, tropical algebra, p-adi 117 Claude Code, Codex, OpenCode 2 5,102 tok
assimelha/bdui Real-time Text User Interface for bd (beads) issue tracker with Kanban, Tree, Graph views, 117 Claude Code, Codex, OpenCode 2 4,298 tok
ammarion/waf-detector 🛡️ High-performance WAF & CDN detection tool. Identify protection layers (Cloudflare, Aka 117 Claude Code, Codex, OpenCode 15 701 tok
openlegion-ai/openlegion openlegion.ai Secure autonomous AI agent framework and platform. Build AI teams by describing what you w 117 Claude Code, Codex, OpenCode 2 17,485 tok
luongnv89/context-stats luongnv.com Understand how you use Claude Code, and spend less doing it. 117 Claude Code, Codex, OpenCode 3 4,459 tok
CliMA/ClimaCore.jl clima.github.io GPU-capable dynamical core for the CliMA Earth System Model: spectral-element and finite-d 117 Codex, OpenCode 1 559 tok