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feat: initialize monorepo with package.json for CCW workflow platform
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catlog22
189
ccw/docs-site/docs/commands/memory/memory-load.mdx
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ccw/docs-site/docs/commands/memory/memory-load.mdx
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---
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title: /memory:load
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sidebar_label: /memory:load
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sidebar_position: 3
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description: Load project context and core content into memory
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---
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# /memory:load
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Delegate to a universal-executor agent to analyze the project and return a structured "Core Content Pack" for memory optimization.
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## Overview
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The `/memory:load` command analyzes the project and returns a structured content package loaded directly into main thread memory, providing essential context for subsequent agent operations while minimizing token consumption.
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**Core Philosophy**:
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- **Agent-Driven**: Fully delegates execution to universal-executor agent
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- **Read-Only Analysis**: Does not modify code, only extracts context
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- **Structured Output**: Returns standardized JSON content package
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- **Memory Optimization**: Package loaded directly into main thread memory
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- **Token Efficiency**: CLI analysis executed within agent to save tokens
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## Features
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- **Project Analysis** - Comprehensive codebase understanding
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- **Core Content Extraction** - Identifies key components and patterns
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- **Structured Output** - JSON format for easy integration
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- **Memory Optimization** - Reduces token usage for subsequent operations
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- **Tech Stack Detection** - Automatic identification of technologies used
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## Usage
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```bash
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# Load project context into memory
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/memory:load
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# Load with custom scope
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/memory:load --path src/features
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# Load with specific depth
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/memory:load --depth 3
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```
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## Execution Flow
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```
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User Input
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↓
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Delegate to universal-executor agent
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↓
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Phase 1: Project Analysis
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├─ Analyze project structure
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├─ Identify tech stack
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├─ Detect key components
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└─ Extract architectural patterns
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↓
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Phase 2: Core Content Extraction
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├─ Extract main components
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├─ Identify data structures
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├─ Find key interfaces
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└─ Document important patterns
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↓
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Phase 3: Structured Output Generation
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├─ Format as JSON
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├─ Organize by categories
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└─ Add metadata
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↓
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Phase 4: Memory Loading
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├─ Load into main thread memory
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├─ Make available for subsequent operations
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└─ Display summary
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```
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## Output Format
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The command returns a structured "Core Content Pack":
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```json
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{
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"project_name": "string",
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"tech_stack": ["list", "of", "technologies"],
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"architecture": {
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"overview": "string",
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"key_components": ["list"],
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"patterns": ["list"]
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},
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"core_content": {
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"components": [
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{
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"name": "string",
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"purpose": "string",
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"location": "path",
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"dependencies": ["list"]
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}
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],
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"data_structures": [
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{
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"name": "string",
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"purpose": "string",
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"location": "path"
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}
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],
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"interfaces": [
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{
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"name": "string",
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"methods": ["list"],
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"location": "path"
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}
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]
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},
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"metadata": {
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"total_modules": number,
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"depth_analyzed": number,
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"timestamp": "ISO8601"
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}
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}
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```
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## Examples
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### Basic Usage
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```bash
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# Load full project context
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/memory:load
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# Output:
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# Delegating to universal-executor agent...
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# Analyzing project structure...
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# Detected: TypeScript, React, Node.js
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# Extracting core content...
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# Core Content Pack loaded:
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# - 45 components identified
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# - 12 data structures
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# - 28 interfaces
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# Memory load complete
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```
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### Scoped Analysis
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```bash
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# Load specific directory
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/memory:load --path src/features/auth
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# Only analyzes auth feature
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```
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## Core Content Pack Categories
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### Components
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- Main application components
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- UI elements
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- Service classes
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- Utility functions
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### Data Structures
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- Type definitions
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- Interfaces
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- Enums
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- Configuration schemas
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### Patterns
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- Architectural patterns
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- Design patterns
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- Coding conventions
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- Best practices
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## Benefits
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1. **Token Efficiency** - Reduces token usage for subsequent operations
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2. **Faster Context Loading** - Pre-loaded content available immediately
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3. **Improved Accuracy** - Better context for agent decisions
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4. **Structured Knowledge** - Organized project information
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5. **Quick Navigation** - Easy access to key components
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## Related Commands
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- **/memory:update-full** - Full project documentation update
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- **/memory:update-related** - Changed module documentation update
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- **/memory:compact** - Compact session memory
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## Notes
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- **Read-only operation** - Does not modify any files
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- **Agent-driven** - Fully delegates to universal-executor agent
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- **Memory optimization** - Reduces token consumption for subsequent operations
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- **Project agnostic** - Works with any project type and structure
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- **Automatic tech stack detection** - Identifies technologies in use
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- **Structured output** - JSON format for easy integration
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