`n CultureSherpa Universe - Multi-Scale Project Visualization

🌌 CultureSherpa Universe

Navigate from cosmic vision to atomic implementation

The Mission & Impact

Cultural intelligence for healthcare providers, educators, and global citizens. Bridging understanding across 411 world cultures.

🌍 411 CULTURES
πŸ₯ HC

Healthcare

Culturally competent care

πŸ“š ED

Education

Responsive teaching

✈️ GL

Global Citizens

Cultural exploration

🀝 CM

Community

Authentic voices

πŸ“Š Coverage

Cultures Documented 411
Data Points Each 89
Cultural Dimensions 15

πŸ”§ Technical Health

API Endpoints -
Test Coverage 47%
Security Issues -

πŸš€ Code Quality

Total Functions -
Dead Code Items -
Missing Docs -

System Architecture

Major subsystems and their relationships

πŸ‘€

Users

HC | ED | Public

🌐

Website

Astro Frontend

3,372 files
πŸ”Œ

API Layer

Flask Backend

80 endpoints
πŸ“Š

Admin

CMS Platform

Content Mgmt
🧠

Enrichment

AI Agents

OpenAI
πŸ—„οΈ

Data Layer

PostgreSQL

12 tables
πŸ”

Search

Semantic + FTS

Embeddings
πŸ“š

Cultural Knowledge

411 Cultures Γ— 89 Data Points

51
Modules
156
Dependencies
80
API Endpoints
12
DB Tables

Module Cluster

Dependencies and health indicators

Module Details

Files, functions, and test coverage

πŸ“„ Files

πŸ“‹ File Details

Select a file to view details

Code Details

Line-by-line analysis and relationships

⚑ Functions

πŸ’» Code

# Select a function to view its code
                    

πŸ”— Relationships

CALLED BY

-

CALLS

-

TESTS

-

Cultural Coverage Map

411 cultures across global regions and content completeness

🌏

Asia

148
cultures
85% complete
🌍

Africa

112
cultures
62% complete
πŸ‡ͺπŸ‡Ί

Europe

67
cultures
91% complete
🌎

Americas

52
cultures
88% complete
🏝️

Oceania

24
cultures
72% complete
πŸ•Œ

Middle East

8
cultures
95% complete

πŸ“Š Data Completeness by Category

Core Identity 94%
Communication Styles 87%
Healthcare Beliefs 68%
Family & Social 82%
Food & Diet 71%
Celebrations 65%

🎯 Priority Gaps

πŸ”΄
Indigenous Cultures
43 cultures need community input
🟑
Central Asian Cultures
12 cultures need enrichment
🟑
Pacific Island Cultures
8 cultures need verification
🟒
East Asian Cultures
Fully documented

Dependency Network

How modules and endpoints connect

0
Nodes
0
Connections
0
Clusters
-
Most Connected

πŸ”— Key Dependencies

πŸ“Š Connection Types

API β†’ Database 0
Frontend β†’ API 0
Enrichment β†’ External 0
Internal Imports 0
🏠 Dashboard ✨ Visualizations πŸ€– Agent 🌍 Insights

Legend

Healthy (>80%)
Needs Attention
Critical (<50%)