Integrated project management system with documentation, language
initialization, and template optimization modules. Use when setting up
projects, generating documentation, configuring multilingual support,
or optimizing templates.
Designed for Claude CodeReadWriteEditBash(git:*)Bash(npm:*)Bash(npx:*)Bash(uv:*)Bash(pip:*)Bash(ls:*)Bash(mkdir:*)GrepGlobmcp__context7__resolve-library-idmcp__context7__get-library-docs
MoAI Workflow Project - Integrated Project Management System
Purpose: Comprehensive project management system that integrates documentation generation, multilingual support, and template optimization into unified architecture with intelligent automation and Claude Code integration.
Scope: Consolidates documentation management, language initialization, and template optimization into single cohesive system supporting complete project lifecycle from initialization to maintenance.
Target: Claude Code agents for project setup, documentation generation, multilingual support, and performance optimization.
Quick Reference
Core Capabilities:
Documentation Management: Template-based documentation generation with multilingual support
Language Initialization: Language detection, configuration, and localization management
Template Optimization: Advanced template analysis and performance optimization
Unified Interface: Single entry point integrating all capabilities
Key Features:
Automatic project type detection and template selection
Multilingual documentation generation supporting English, Korean, Japanese, and Chinese
Intelligent template optimization with performance benchmarking
SPEC-driven documentation updates
Multi-format export including Markdown, HTML, and PDF
Supported Project Types:
Web applications
Mobile applications
Command-line interface tools
Libraries and packages
Machine learning projects
Implementation Guide
Module Architecture
Documentation Management Capabilities:
Template-based documentation generation
Project type detection for web, mobile, CLI, library, and ML projects
Multilingual support with localized content
SPEC data integration for automatic updates
Multi-format export capabilities
Language Initialization Capabilities:
Automatic language detection from project content
Comprehensive language configuration management
Agent prompt localization with cost optimization
Domain-specific language support
Locale management and cultural adaptation
Template Optimization Capabilities:
Advanced template analysis with complexity metrics
Performance optimization with size reduction
Intelligent backup and recovery system
Benchmarking and performance tracking
Automated optimization recommendations
Core Workflows
Complete Project Initialization Workflow:
Step 1: Initialize the project management system by specifying the project directory path
Step 2: Execute complete setup with the following configuration parameters:
Language setting: Specify the primary language code such as "en" for English or "ko" for Korean
User name: Provide the developer or team name for personalization
Domains: List the project domains such as backend, frontend, and mobile
Project type: Specify the project type such as web_application
Optimization enabled: Set to true to enable template optimization during initialization
Step 3: Review initialization results which include:
Language configuration with token cost analysis
Documentation structure creation status
Template analysis and optimization report
Multilingual documentation setup confirmation
Documentation Generation from SPEC Workflow:
Step 1: Prepare SPEC data with the following structure:
Identifier: Unique SPEC ID such as SPEC-001
Title: Feature or component title
Description: Brief description of the implementation
Requirements: List of specific requirements
Status: Current status such as Planned, In Progress, or Complete
Priority: Priority level such as High, Medium, or Low
API Endpoints: List of endpoint definitions including path, method, and description
Step 2: Generate comprehensive documentation from the SPEC data
Step 3: Review generated documentation which includes:
Feature documentation with requirements
API documentation with endpoint details
Updated project documentation files
Multilingual versions if configured
Template Performance Optimization Workflow:
Step 1: Analyze current templates to gather metrics
Step 2: Configure optimization options:
Backup first: Set to true to create backup before optimization
Apply size optimizations: Enable to reduce file sizes
Apply performance optimizations: Enable to improve loading times
Apply complexity optimizations: Enable to simplify template structures
Preserve functionality: Ensure all features remain intact
Step 3: Execute optimization and review results:
Size reduction percentage achieved
Performance improvement metrics
Backup creation confirmation
Detailed optimization report
Language and Localization
Automatic Language Detection Process:
The system analyzes the project for language indicators using the following methods:
File content analysis examining comments and strings
Configuration file examination for locale settings
System locale detection
Directory structure patterns
Multilingual Documentation Structure:
When creating documentation for multiple languages, the system generates:
Language-specific documentation directories such as docs/ko for Korean and docs/en for English
Language negotiation configuration
Automatic redirection setup between language versions
Agent Prompt Localization:
The localization system provides:
Language-specific instructions for agents
Cultural context adaptations
Token cost optimization recommendations for multilingual prompts
Template Optimization
Performance Analysis Process:
Template analysis provides the following metrics:
File size and complexity measurements
Performance bottleneck identification
Optimization opportunity scoring
Resource usage patterns
Backup recommendations
Intelligent Optimization Process:
The optimization system applies the following techniques:
Whitespace and redundancy reduction
Template structure optimization
Complexity reduction techniques
Performance caching improvements
Configuration Management
Integrated Configuration Status:
The project status includes:
Project metadata and type classification
Language configuration and associated costs
Documentation completion status
Template optimization results
Module initialization states
Language Settings Update Process:
When updating language settings, configure the following parameters:
Conversation language: The language for user-facing responses
Agent prompt language: The language for internal agent instructions, often kept as English for cost optimization
Documentation language: The language for generated documentation
Updates trigger the following automatic changes:
Configuration file modifications
Documentation structure updates
Template localization adjustments
Advanced Implementation
For advanced patterns including custom template development, performance optimization strategies, and integration workflows, see reference.md which covers:
