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
D-Robotics/moss 142 Codex, OpenCode 1 4,297 tok
dedalus-labs/dedalus-mcp-python docs.dedaluslabs.ai A simple and performant Model Context Protocol framework for Python. 142 Claude Code, Codex, OpenCode 2 1,699 tok
julianromli/opencode-template threads.com OpenCode CLI Template by @faizntfd 142 Codex, OpenCode 1 4,131 tok
plustar35/echo-reading A notebook skeleton for reading a book deeply with Claude Code—an immersive conversational 142 Claude Code, Codex, OpenCode 8 3,438 tok
Haaaiawd/ANWS 🚀 A spec-driven workflow framework for AI-assisted development. Empowers prompt engineers 142 Codex, OpenCode 1 2,039 tok
vogler75/monster-mq monstermq.com MonsterMQ is a MQTT broker built on Vert.X and Hazelcast with data persistence through Pos 142 Claude Code, Codex, OpenCode 7 3,789 tok
xiaoleiy/podpull podpull.vercel.app Download any podcast episode straight to your shell — Apple Podcasts, RSS, or xiaoyuzhou. 142 Claude Code, Codex, OpenCode 2 2,580 tok
fchangjun/awesome-design-md-cn The design system documentation format proposed by Stitch—record design systems in plain-t 142 Codex, OpenCode 1 950 tok
ArchiveBox/abx-dl abx-dl.archivebox.io ⬇️ A simple all-in-one CLI tool to download EVERYTHING from a URL (like youtube-dl/yt-dlp, 142 Claude Code, Codex, OpenCode 2 1,251 tok
ntorga/agent-starter-kit The scaffold for your multi-model, personalized Natural Language AI Harness (NLAH) . 142 Codex, OpenCode 1 2,587 tok
Archeb/peer.as peer.as PEER.AS — explore global BGP routing, IP prefixes, ASNs, AS_PATH, origins and peering. 142 Codex, OpenCode 1 7,396 tok
first-tree-ai/first-tree first-tree.ai First-tree routes work to the right agent, gives it the same context your team has, and lo 142 Claude Code, Codex, OpenCode 2 2,114 tok
SerhiiKorniienko/bullshit-detector korniienko.dev Agent skills that fact-check the internet: claim-by-claim verification with sources and a 142 Claude Code, Codex, OpenCode 2 2,414 tok
spearchucker667/kimiko moonshot.ai Bypass all api restraints within Kimi-CLI 142 Codex, OpenCode 1 1,096 tok
AEON-7/vllm-ultimate-dgx-spark AEON vLLM Ultimate — vLLM 0.27.1 built from source for DGX Spark / Blackwell (sm_121a/GB10 142 Codex, OpenCode 1 9,283 tok
mrmidi/ASFireWire DriverKit OHCI FireWire Host Controller for macOS 142 Claude Code, Codex, Gemini CLI, OpenCode 3 6,195 tok
metadist/synaplan synaplan.com Our AI control plane for fast deployment. Talk to various models, MCP with agents, get a c 142 Codex, OpenCode 1 7,891 tok
antonio-clicktoclose/hormozi-claude-code-brain Drop Alex Hormozi's $100M frameworks into Claude Code and get a free AI business advisor. 142 Claude Code, Codex, OpenCode 6 1,624 tok
Kayforkind/reimagine-it kayforkind.github.io Kayforkind Content-Derived Design CLI. HTML in, standalone HTML out from the source's own 142 Claude Code, Codex, OpenCode 1 1,130 tok
TrNgTien/vfs vfs-site.netlify.app Reduce AI agent token usage by 98% via Virtual Function Signatures. MCP server for Cursor 141 Codex, OpenCode 1 3,334 tok
ariel-frischer/autospec ariel-frischer.github.io CLI for streamlined spec-driven development 141 Claude Code, Codex, OpenCode 11 5,676 tok
joa23/linear-cli A token-efficient CLI for Linear 141 Claude Code, Codex, OpenCode 8 2,854 tok
danielwpz/pokoclaw The claw that actually ships 🚀 141 Codex, OpenCode 1 2,502 tok
Selekkt/skelet selekkt.dk Skelet.css a contemporary CSS framework. The basics to get started. 141 Codex, OpenCode 1 960 tok
haojing8312/WorkClaw 141 Claude Code, Codex, OpenCode 27 12,441 tok
iamtouchskyer/memex memra.vercel.app Zettelkasten-based persistent memory for AI coding agents. Works with Claude Code, Cursor, 141 Claude Code, Codex, Cursor, Gemini CLI, OpenCode, Windsurf 5 8,050 tok
alejandroll10/idea-evaluation-pipeline 8-step pipeline for evaluating PhD research ideas to top-3 finance journal quality. Works 141 Claude Code, Codex, OpenCode 2 1,672 tok
mazrean/kessoku Next-generation google/wire with parallel dependency injection for Go 141 Claude Code, Codex, OpenCode 2 1,676 tok
veniceai/skills Agent Skills for the Venice.ai API. One folder per surface area, each with a SKILL.md for 141 Codex, OpenCode 1 307 tok
jolliai/jolliai jolli.ai Jolli Memory automatically turns your AI coding sessions into structured development docum 141 Claude Code, Codex, OpenCode 2 25,790 tok
TradingGoose/TradingGoose-Studio tradinggoose.ai Build your own AI investment system 141 Claude Code, Codex, OpenCode 2 422 tok
herald-email/herald-mail-app Herald is a terminal email client and inbox cleanup tool with IMAP, AI-assisted triage, MC 141 Claude Code, Codex, OpenCode 8 10,502 tok
FineComputer14451/Grok-Imagine-NSFW-Bible finecomputer14451.github.io 141 Codex, OpenCode 1 1,344 tok
benedict2310/TelePi futurelab.studio Telegram bridge for the Pi coding agent — continue sessions from your phone with voice, im 141 Codex, OpenCode 1 1,049 tok
rustfs/cli A S3-compatible command-line client written in Rust. 141 Codex, OpenCode 1 2,685 tok
MattDevy/pi-extensions mattdevy.github.io A set of pi-extensions, including pi-continuous-learning that continually improves you pi 141 Claude Code, Codex, OpenCode 2 1,648 tok
nicoverbruggen/kobopatch-webui kp.nicoverbruggen.be Customise your Kobo from the browser. Easily install NickelMenu, NickelClock, KOReader, fo 141 Codex, OpenCode 1 6,344 tok
Jahrome907/minecraft-agent-skills Minecraft AI agent skills and dual-target plugin bundle for Codex and Claude Code. 141 Claude Code, Codex, OpenCode 14 333 tok
ningzimu/awesome-ai-ppt ningzimu.github.io A curated list of AI PPT, PowerPoint automation, PPTX editing, and slide workflow tools. 141 Codex, OpenCode 1 738 tok
openpi-dev/openpi openpi-dev.github.io The setup I use for pi. Changes a ton, don't recommend hard copying it, just a taste of wh 141 Claude Code, Codex, OpenCode 2 1,461 tok
open-infra-skills/infra-skills Open, portable agent skills for AI infrastructure engineering. 140 Codex, OpenCode 1 382 tok
zhing2006/krew-cli A multi agents meeting CLI. 140 Claude Code, Codex, OpenCode 2 2,151 tok
yokingma/one-search-mcp 🚀 OneSearch MCP Server: Web Search & Scraper & Extract, Support agent-browser, SearXNG, 140 Codex, OpenCode 1 583 tok
leox255/loopsy Cross-machine AI agent communication, plus a mobile app to control any terminal on your ma 140 Claude Code, Codex, Gemini CLI, OpenCode 3 4,150 tok
Naituw/AskHuman Human-in-the-loop tool for answering questions from AI agents. 140 Claude Code, Codex, OpenCode 2 897 tok
dna-seq/just-dna-lite lite and fast version of just-dna-seq personalized genomic platform 140 Claude Code, Codex, OpenCode 4 53,517 tok
YoLin02/ScriptFlow flow.yolin02.top ScriptFlow — Visual scriptwriting canvas for video editors, writers and content planners. 140 Codex, OpenCode 1 287 tok
camilleroux/genart-skill Generative art skill for Claude Code — deterministic, hash-seeded, onchain-ready 140 Claude Code, Codex, OpenCode 2 768 tok
Wholiver/metis Metis is a coding agent that boosts AI/LLM coding performance by 50% 140 Codex, OpenCode 1 1,891 tok
allora-network/allora-chain allora.network node of the decentralized oracle network, bridging present and future computation 140 Claude Code, Codex, OpenCode 2 2,748 tok