How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
Xiaofan629/vibe-studio bilibili.com Vibe Studio is a desktop AI development workspace for local code repositories. It integrat 25 Claude Code 1 2,796 tok
raullenchai/claw CLaude AnyWhere - Remote control for Claude Code from your phone. Monitor and control Clau 25 Claude Code 1 63 tok
vibesurf-ai/claude-surf A Claude Code plugin for control real browsers, execute AI skills, run workflows, and inte 25 Claude Code 1 2,935 tok
oribarilan/97 Agent skills distilled from the hard-won lessons of world-renowned programmers, in the spi 25 Codex, OpenCode 1 3,931 tok
norrietaylor/distillery norrietaylor.github.io Team knowledge evaporates daily — pairing sessions, debugging context, architectural ratio 25 Claude Code 3 1,596 tok
Curt-Park/autology A Claude Code plugin that turns AI-assisted work into a shared living ontology. Captures d 25 Claude Code 2 —
linq-team/claude-code-imessage-channel Claude Code iMessage MCP channel. Text with blue bubble, Apple-native iMessage to work on 25 Claude Code 1 521 tok
ai4curation/ai-gene-review ai4curation.github.io Demonstration of AI review of existing functional annotations 25 Claude Code, Codex, GitHub Copilot, OpenCode 23 15,862 tok
BankrBot/tokenized-agents 25 Codex, OpenCode 1 1,200 tok
WeZZard/skills skills.wezzard.com 25 Claude Code, Codex 3 965 tok
aave/aave-v4-sdk The official SDK for Aave V4 👻. 25 Claude Code, Codex, Cursor, OpenCode 7 732 tok
Luohaothu/everything-codex Codex version of everything claude code 25 Codex, OpenCode 1 1,067 tok
Canine89/canine-remotion-slide 25 Claude Code, Codex, OpenCode 17 1,815 tok
ChronoAIProject/consensus-rnd A general-purpose consensus-based R&D skills library — a multi-perspective consensus-build 25 Claude Code, Codex, Gemini CLI, OpenCode 3 4,652 tok
navotvolkgroundup/nabot AI co-writing system & tweet bot for @nabotweet 25 Claude Code 10 566 tok
vadimcomanescu/codex-skills Installable Codex skills catalog 25 Codex, OpenCode 1 608 tok
Cenrax/researchswarm An agentic system that reads research papers (local PDFs or arXiv), generates implementati 25 Claude Code 15 —
MattArtzAnthro/AI-Anthropology-Toolkit The AI Anthropology Toolkit is a suite of computational anthropology tools designed to enh 25 Claude Code, Codex, Gemini CLI, OpenCode 3 4,951 tok
RedHatInsights/insights-mcp An MCP server to connect Red Hat Lightspeed functionality to an AI / LLM 25 Claude Code, Codex, OpenCode 2 3,381 tok
idoforgod/Vibe-learning-AgenticWorkflow Socratic AI Tutor Builder — 21-step agentic workflow for personalized education system 25 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 72 39,766 tok
kabde/dp-createur Suite de 19 skills Claude Code pour creer, lancer et vendre des produits digitaux (ebooks, 25 Claude Code 1 341 tok
purupurupu/css-noop-checker Chrome DevTools extension that detects CSS properties with no effect 25 Claude Code, Codex, OpenCode 7 3,972 tok
ai4curation/curation-skills Claude skills for a variety of curation and knowledge-based tasks. We currently have 3 ski 25 Claude Code, Codex, GitHub Copilot, OpenCode 3 101 tok
yayxs/awesome-x-claude-code Tweets about Claude Code on Twitter / X 25 Codex, OpenCode 1 315 tok
serejaris/sereja.tech sereja.tech Blog about AI agents, vibe coding, and Claude Code patterns 25 Claude Code, Codex, OpenCode 2 3,695 tok
ChaosRealmsAI/NextFrame AI Video Engine — Turn structured data into videos. JSON timeline → Scene components → HTM 25 Claude Code, Codex, OpenCode 2 1,487 tok
varrdinc/varrd varrd.com AI-powered trading research platform. Test any idea on stocks, futures, and crypto with ev 25 Claude Code 1 243 tok
josemerca/mercadona-user-story-toolkit gemba.es Pipeline PRD/GSD → user stories validadas y priorizadas para Claude Code (Mercadona User S 25 Claude Code 1 1,270 tok
rufolangus/AAOSP Agentic Android Open Source Project (AAOSP) — Android fork with native LLM system service, 25 Codex, OpenCode 1 6,233 tok
maestro-org/maestro-mcp-server gomaestro.org Maestro MCP Server for Bitcoin 25 Claude Code 1 1,503 tok
pro-vi/loopgen A prompt compiler skill for /goal and ralph loop 25 Claude Code 1 395 tok
eigenlegal/counsel-os eigenlegal.com A legal operating system. Primitives-based legal practice tool with 4-layer knowledge syst 25 Claude Code 1 1,701 tok
eferro/augmentedcode-skills 25 Claude Code 1 707 tok
skill-flow/skflow Transform natural-language skills into deterministic TypeScript scripts (sh/ask/done state 25 Claude Code 9 —
recailai/jockey A high-performance, open-source Multi-Agent Collaboration Platform built with Tauri, Rust, 25 Claude Code, Codex, OpenCode 2 3,716 tok
m0ast-git/repo-canvas Local semantic project map with live agent work and session navigation 25 Claude Code, Codex, OpenCode 2 826 tok
ali-master/audit audit.usestrict.dev An 8-stage AI vulnerability-discovery agent. 25 Claude Code, Codex 2 —
xinxin7/claw-shield The governance layer for AI agents — monitor reasoning, audit tool calls, and secure the l 25 Codex, OpenCode 1 2,046 tok
URaux/ArchViber Visual architecture editor + AI code generation via Claude Code / Codex CLI 25 Claude Code, Codex, OpenCode 7 79 tok
HA7CH/job-pro job.ha7ch.com Query Chinese big-tech campus recruiting from your terminal. Tencent live, more coming. 25 Claude Code, Codex, OpenCode 2 645 tok
abboskhonov/tasteui tasteui.dev 25 Claude Code, Codex, OpenCode 3 1,458 tok
LegalQuants/Donna 25 Claude Code 1 3,770 tok
gvkhosla/pi-tinker npmjs.com Fine-tune open-source models with Tinker from inside Pi — managed improve loops, data prep 25 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,540 tok
citypaul/mac-dev-machine-setup Scripts to automate the installation and setup of a new Mac, so I don't have to waste time 25 Claude Code 1 2,211 tok
VilnaCRM-Org/php-service-template Microservice template for modern PHP applications 25 Claude Code, Codex, OpenCode 2 839 tok
raphaelmansuy/adk-code adk-code 🚀 AI coding assistant for your terminal. Powered by Google's ADK framework with 25 GitHub Copilot 1 1,186 tok
pomazanbohdan/memory-mcp-1file 25 Claude Code, Codex, OpenCode 24 7,991 tok
infinri/Phaselock A structured enforcement system for AI-generated code. Turns predictable AI failure modes 25 Claude Code 1 —
microsoft/openclaw-dev An OpenClaw agent hosted in the cloud for development, testing and single tenant use cases 25 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,635 tok
CiferaTeam/GitIM gitim.io GitIM is a minimalist collaboration tool where the AI agents you already run locally are f 25 Claude Code, Codex, OpenCode 2 11,508 tok