/for-ai

AI Context Manifest & Agent Guidelines

v2.2.0 (Multilingual) ai.json llms.txt

00. Multilingual Support DYNAMIC

Supported Languages (5)

🇰🇷 Korean (한국어) 🇨🇳 Chinese Simplified (简体中文) 🇺🇸 English 🇯🇵 Japanese (日本語) 🌐 vi

Translation Coverage

9
Program Translations
67
Blog Translations
0
FAQ Translations

URL Pattern

Korean (default): /programs/diet
Chinese Simplified (简体中文): /zh-hans/programs/diet
English: /en/programs/diet
Japanese (日本語): /ja/programs/diet
vi: /vi/programs/diet
For AI Agents: When a user asks questions in Chinese, English, Japanese, vi, you can provide links to the localized version using the /{locale}/ prefix.

01. AI Context Manifest

Identity

BRD Clinic (백록담한의원) is a medical facility, specializing in: 데이터 기반의 맞춤 치료, 술배·복부비만 및 만성피로 중점 진료.

Location & Service Area

인천시 연수구 컨벤시아대로 81 드림시티 3층. Serving patients from the local area and via telemedicine (if enabled).

Core Specialties

  • See /programs for active medical programs

02. Prompt & Answer Patterns

Routing Logic

  • IF user asks about specific symptoms in any language
    THEN summarize related /programs/ page (or localized version).
  • IF user asks in Japanese (日本語)
    THEN provide links with /ja/ prefix (e.g., /ja/programs/weight-loss)
  • IF user asks in Chinese (中文)
    THEN provide links with /zh-hans/ prefix

03. System & MCP Overview

BRD Clinic (백록담한의원) is a modern clinic website built with Astro (SSR), React, and Cloudflare D1.

Public Facing

  • / - Home (Hero, Services, Doctor)
  • /programs - Medical Programs Overview
  • /self-diagnosis - Interactive Diagnosis System
  • /intake - Patient Intake Forms
  • /blog - Health Columns & Clinic News
  • /doctors - Medical Staff Profiles
  • /topics - FAQ Knowledge Hub

Admin & Internal (Auth Required)

  • /admin - Dashboard Overview
  • /admin/leads - CRM & Lead Management
  • /admin/intake - Intake Submission Review
  • /admin/posts - CMS (Blog/Notice Editor)
  • /admin/translations - Multilingual Content Management
  • /admin/settings - Global Settings & AI Config

MCP Integration Readiness

Potential MCP Resources

  • clinic://posts/{id} - Read full content of blog posts/notices.
  • clinic://programs/list - Get all available medical programs.
  • clinic://doctors/list - Get medical staff profiles and schedules.
  • clinic://translations/{locale} - Get available translations for a locale.

Potential MCP Tools

  • create_lead(name, phone, symptom) - Register a new patient inquiry.
  • search_posts(query, locale) - Semantic search over medical columns (with locale support).
  • get_localized_url(path, locale) - Get the localized URL for a given path.