workflow-pattern-analyzer

# Workflow Pattern Analyzer

## Instructions

This skill provides comprehensive conversation pattern analysis using Claude's native chat history tools (`recent_chats` and `conversation_search`) to identify skill-worthy automation opportunities with the statistical rigor of export-based analysis.

**Core Capabilities:**
- Web interface compatible (no exports required)
- Statistical pattern validation and scoring
- Frequency analysis and temporal tracking
- Evidence-based skill recommendations
- Complete skill package generation

## Analysis Framework

This skill uses the **[shared analysis methodology](../../shared/analysis-methodology.md)** with tool-based data collection adaptations.

### Phase 1: Data Collection Strategy

**Determine Analysis Scope:**

Ask user: "How deep should I analyze your conversation history?"

**Options:**
- **Quick Scan** (20-30 conversations, ~2-3 min): Recent patterns and immediate opportunities
- **Standard Analysis** (50-75 conversations, ~5-7 min): Comprehensive pattern detection
- **Deep Dive** (100+ conversations, ~10-15 min): Full workflow mapping with temporal trends
- **Targeted Search** (variable): Focus on specific topics or time periods

**Data Collection Process:**

1. **Broad Sampling**: Use `recent_chats(n=30)` multiple times with varied parameters to get diverse coverage
2. **Temporal Distribution**: Sample conversations across different time periods (recent, 1 week ago, 1 month ago)
3. **Topic Exploration**: Use `conversation_search` for domains mentioned by user or detected in initial sampling
4. **Depth vs Breadth**: Balance comprehensive coverage with processing efficiency

### Phase 2-6: Core Analysis

Apply the **[shared analysis methodology](../../shared/analysis-methodology.md)** phases:

- **Phase 2**: Pattern Discovery & Classification (explicit, implicit, domain, temporal)
- **Phase 3**: Frequency Analysis & Validation (occurrence metrics, statistical validation)
- **Phase 4**: Skill-Worthiness Scoring (0-50 com