How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
istota-project/istota istota.cynium.com Your intelligent personal OS 15 Claude Code, Codex, OpenCode 4 14,172 tok
MindFlock/MindFlock mindflock.ai A private flock of AI coding agents — started by your ticket queue, merged by you. Tickets 15 Codex, OpenCode 1 973 tok
UserB1ank/code-audit-system A CVE-oriented multi-agent code audit system implemented as a Claude Code skill. It orches 15 Claude Code 1 876 tok
githubnext/rig Cross Agent Dynamic Workflows as a Skill 15 Codex, OpenCode 1 1,203 tok
leviyuan/lodestar Best practices for a one-person company—not just a Feishu channel for an AIAgent, but also 15 Codex, OpenCode 1 5,545 tok
przeprogramowani/10x-bench 10xbench.ai This repository serves as a benchmark for various LLMs vibe coding Przeprogramowani.pl web 15 Claude Code 5 2,013 tok
abhinaykrupa/cowork-to-code-bridge Let Claude run code on your real machine — safely — from any Claude chat. Bridges Claude C 15 Claude Code 1 1,377 tok
joelbarmettlerUZH/vue-mcp vue-mcp.org Up-to-date Vue.js documentation for any AI assistant 15 Claude Code 1 7,717 tok
open-metadata/ai-sdk Bring Semantics to your AI Agents via the OpenMetadata & Collate AI SDK 15 Claude Code 1 2,448 tok
davidmosiah/whoop-mcp wellness.delx.ai Local-first MCP server for WHOOP recovery, HRV & sleep — Claude, Cursor, ChatGPT ready 15 Codex, OpenCode 1 158 tok
masaki39/marp-mcp MCP server that lets AI agents build and edit Marp slide decks via structured tools. 15 Claude Code 2 1,049 tok
prompt-armor/prompt-armor pypi.org Open-source prompt injection detector: 5 fused layers, multilingual (EN/PT/ES/DE/FR checke 15 Claude Code 1 2,198 tok
zaxardery8011-design/line-persona zax.com.tw LINE Shadow Clone — a low-barrier, BYO-AI open-source framework for LINE clones. Just ask 15 Claude Code, Codex, OpenCode 2 8,473 tok
harbor-framework/skills Public agent skills catalog for Harbor 15 Claude Code, Codex, OpenCode 2 654 tok
ndif-team/skills Teach LLMs to use NNSight with Skills 15 Claude Code 1 1,933 tok
rudraptpsingh/figbridge rudraptpsingh.github.io Figma → Code (HTML/CSS/Tailwind/tokens), read by any AI agent via MCP. Free, local, no Dev 15 Claude Code, Codex, OpenCode 3 3,570 tok
Automattic/radical-pipelines automattic.github.io Set of tools to orchestrate autonomous development pipelines 15 Claude Code, Codex, OpenCode 2 1,265 tok
claude-code-expert/carve-harness Harness Engineering for Project 15 Claude Code, Codex, Cursor, OpenCode 43 2,558 tok
ZeroZ-lab/gm-skills 15 Claude Code, Codex, OpenCode 2 1,128 tok
Toadoum/ai-research-skill 15 Codex, OpenCode 1 224 tok
kucherenko/petropowers AI skills framework for petroleum engineering workflows, built on Superpowers foundation. 15 Claude Code, Codex, Gemini CLI, OpenCode 3 1,347 tok
ronitg1/alpha-terminal Retail-investor research dashboard. AI agent panels score your stocks, a real-fill options 15 Claude Code 4 3,424 tok
dhy365-creator/codex-third-party-subagents Use third-party and Chinese model APIs as bounded Codex subagents while keeping Codex as t 15 Codex, OpenCode 1 518 tok
tteggu87/DocTology Obsidian-first LLM Wiki skill pack with ontology-ready bootstrap, canonical JSONL truth la 15 Codex, OpenCode 1 617 tok
s2-streamstore/tailsurf tail.surf Streaming gists for live work, build output, and agent conversations. 15 Codex, OpenCode 1 161 tok
mathruffian-dot/clasp-gas-skill A cross-agent clasp + Google Apps Script integration skill (Claude Code / ChatGPT App / op 15 Codex, OpenCode 1 403 tok
cobusgreyling/harness-foundry cobusgreyling.github.io Composable harness runtime for production agents — primitives, traces, evolution, outerloo 15 Codex, OpenCode 1 52 tok
hubzoid/hubzoid hubzoid.com Open-source platform for internal AI agents. Your team's knowledge, rules and tools once, 15 Codex, OpenCode 1 3,203 tok
labilezhu/everlingo EverLingo is an AI language companion that helps you learn in context and remember what yo 15 Claude Code, Codex, OpenCode 3 456 tok
lifeos-plus/lifeos-cli Terminal-native LifeOS with an optional local Web UI for tasks, notes, habits, schedules, 15 Codex, OpenCode 1 1,011 tok
dedene/raindrop-cli A command-line interface for Raindrop.io bookmark management. 15 Claude Code, Codex, OpenCode 3 607 tok
agentic-development/adev-plugin Agentic Development Framework plugin for Claude Code — full lifecycle methodology for AI-a 15 Claude Code 2 3,264 tok
TeigenZhang/life-design-coach Turn any AI into your life design coach · Based on Stanford's Designing Your Life methodol 15 Claude Code 14 946 tok
Temikus/denkeeper denkeeper.io A single-binary personal AI agent designed for people who want full control over their AI 15 Claude Code 2 3,203 tok
qa-aman/next-leap-claude-code Workshop workspace for Claude Code for PMs course - AI-powered meeting assistant (MeetFlow 15 Claude Code 67 2,978 tok
vcruz305/hermes-agentic-bench Agentic test batteries for local models via Hermes Agent - scripted tools + real Hermes CL 15 Claude Code 1 —
EvilFreelancer/gpu-server-setup Agent skill that prepares a Linux server with NVIDIA or Intel Arc GPUs for LLM workloads - 15 Codex, OpenCode 1 1,706 tok
basetenlabs/baseten-skills Skills for using Baseten effectively 15 Claude Code, Codex, OpenCode 2 246 tok
schuettc/muster muster — local multi-agent coordination bus for coding agents (Claude Code + Codex). No co 15 Claude Code 3 2,822 tok
Wang-Yanting/PIMiner 15 Claude Code 4 3,431 tok
jon-devlapaz/tink-skills maybe useful software factory? 15 Codex, OpenCode 1 508 tok
hjxxlogic/open-vivado skill for vivado 15 Codex, OpenCode 1 525 tok
martinzokov/open-conclave AI agents conclave 15 Claude Code, Codex, OpenCode 5 584 tok
2kDarki/codex-mem A Codex plugin that automatically captures everything Codex does during your coding sessio 15 Codex, OpenCode 1 933 tok
sigwl/AiDAPrivate 15 Codex, GitHub Copilot, OpenCode 2 6,240 tok
RayFernando1337/ray-fernando-actions-templates Reusable GitHub Actions workflow templates: self-hosted macOS verify gate, Cursor review p 15 Codex, OpenCode 1 3,599 tok
maweiruc/stat-toolkits-eif Documentation-first toolkit for deriving, validating, and auditing efficient influence fun 15 Codex, OpenCode 1 1,072 tok
esaruoho/apple Apple Automation Architecture & Workflows — studying macOS automation libraries and contin 15 Claude Code, Codex, OpenCode 4 4,272 tok
sgskills/sgxueai “AI E-Commerce Fundamentals: From Beginner to Mastery” public-interest course website · Pr 15 Codex, OpenCode 1 1,376 tok
OHHHHHHei/TAAC2026 15 Codex, OpenCode 1 1,726 tok