---
name: screenshot-feature-extractor
description: "สกิลสำหรับScreenshot Feature Extractor ใช้เมื่อต้องการคำแนะนำ ขั้นตอนปฏิบัติ แพตเทิร์น หรือแนวทางแก้ปัญหาที่เกี่ยวข้องกับหัวข้อนี้"
---

# Screenshot Analyzer (Multi-Agent)

Extract product features from UI screenshots using a coordinated multi-agent analysis pipeline.

**Core principle**: Describe WHAT to build (features/interactions), NOT HOW (no tech stack).

## Multi-Agent Architecture

This skill orchestrates 5 specialized agents for comprehensive analysis:

```
                    ┌─────────────────┐
                    │   Coordinator   │
                    │   (this skill)  │
                    └────────┬────────┘
                             │
         ┌───────────────────┼───────────────────┐
         │                   │                   │
         ▼                   ▼                   ▼
┌─────────────────┐ ┌─────────────────┐ ┌─────────────────┐
│  UI Analyzer    │ │  Interaction    │ │   Business      │
│  (parallel)     │ │   Analyzer      │ │    Analyzer     │
│                 │ │  (parallel)     │ │   (parallel)    │
└────────┬────────┘ └────────┬────────┘ └────────┬────────┘
         │                   │                   │
         └───────────────────┼───────────────────┘
                             ▼
                    ┌─────────────────┐
                    │   Synthesizer   │
                    │   (sequential)  │
                    └────────┬────────┘
                             │
                             ▼
                    ┌─────────────────┐
                    │    Reviewer     │
                    │   (sequential)  │
                    └─────────────────┘
```

## Process

### Phase 1: Screenshot Collection

Gather all screenshots to analyze:
1. Read the screenshot file(s) provided by the user
2. For each screenshot, note the file path and any context provided
3. If multiple screenshots, determine if they are from the same product

### Phase 2: Parallel Analysis

Launch THREE Task agents IN PARALLEL for each screenshot:

**Agent 1: screenshot-ui-analyzer**
```
Analyze this screenshot for UI components, layout structure, and design patterns.
Screenshot: [file path]
Return your analysis as JSON.
```

**Agent 2: screenshot-interaction-analyzer**
```
Analyze this screenshot for user interactions, navigation flows, and state transitions.
Screenshot: [file path]
Return your analysis as JSON.
```

**Agent 3: screenshot-business-analyzer**
```
Analyze this screenshot for business functions, data entities, and domain logic.
Screenshot: [file path]
Return your analysis as JSON.
```

**IMPORTANT**: Use the Task tool with THREE parallel calls in a single message to maximize efficiency.

### Phase 3: Synthesis

After all parallel analyses complete, launch the synthesizer agent:

**Agent 4: screenshot-synthesizer**
```
Synthesize these analysis results into a unified development task list.

UI Analysis:
[paste UI analyzer result]

Interaction Analysis:
[paste Interaction analyzer result]

Business Analysis:
[paste Business analyzer result]

Product Name: [product name]
Output file: docs/plans/YYYY-MM-DD-<product>-features.md
```

### Phase 4: Review

Launch the reviewer agent to validate the output:

**Agent 5: screenshot-reviewer**
```
Review this task list for completeness and quality.

Original screenshot(s): [file paths]
Task list: [synthesized output]

If issues found, provide corrections.
```

### Phase 5: Output

1. Write final task list to `docs/plans/YYYY-MM-DD-<product>-features.md`
2. Use format from [references/output-format.md](references/output-format.md)
3. Present summary to user

## Key Guidelines

- Use `- [ ]` checkbox format for all tasks
- Break features into small, executable subtasks
- Focus on user interactions, not implementation details
- For multiple screenshots: deduplicate features across all screens
- For competitive analysis: highlight unique features and gaps

## Benefits of Multi-Agent Approach

1. **Thoroughness** - Three specialized perspectives catch more details
2. **Speed** - Parallel analysis reduces total time
3. **Quality** - Synthesis + Review ensures coherent, complete output
4. **Specialization** - Each agent focuses on its domain expertise
