Conversation Analyzer

Instructions

This skill provides specialized capability for analyzing AI conversation exports (Claude, ChatGPT) to identify recurring patterns and generate reusable Custom Skills.

1. Data Processing & Pattern Discovery

   • Auto-detect platform format (Claude vs ChatGPT exports)
   • Parse conversation histories, project data, and user information
   • Extract expertise indicators and usage patterns
   • Categorize patterns by domain (coding, writing, business, analysis)
   • Identify task types (creation, transformation, analysis, troubleshooting)

2. Frequency & Temporal Analysis

   • Count pattern occurrences across conversation history
   • Calculate temporal distribution and frequency trends
   • Cross-reference with project data for validation
   • Assess business impact and time investment patterns

3. Skill-Worthiness Evaluation (0-10 scale scoring):

   • Frequency: How often does this task occur?
   • Consistency: How similar are requirements each time?
   • Complexity: Would a skill meaningfully improve quality?
   • Time savings: How much effort would a skill save?
   • Error reduction: Common pitfalls a skill could prevent?

4. Cross-Platform Deduplication (when both platforms present):

   • Detect semantic similarity across platforms
   • Identify cross-platform workflows vs genuine duplicates
   • Merge evidence while preserving platform preferences
   • Recalculate frequencies after deduplication

5. Skill Generation & Optimization

   • Create prioritization matrix (frequency vs. value/impact)
   • Resolve overlaps and optimize skill boundaries
   • Generate complete skill packages with YAML frontmatter
   • Provide implementation roadmap and testing guidance

Quality Standards

• Focus on patterns with >5% conversation frequency
• Require 70%+ consistency across pattern instances
• Target >30 min/week time savings potential
• Maximum 12 skills total (recommend prioritizing top 5-8)
• Platform-agnostic skill design
• Evidence-based recommendations with conversation excerpts

Examples

Analyzing Claude Export

User Request: "Analyze my Claude conversations to find skill opportunities"

Response:

I'll analyze your Claude conversation export to identify recurring patterns. Let me:

1. Parse your conversations.json and projects.json files
2. Identify frequent task patterns across your usage
3. Evaluate each pattern for skill-worthiness
4. Generate prioritized recommendations for Custom Skills

Please ensure your export files are in data-exports/claude/ directory.

Cross-Platform Analysis

User Request: "I have both Claude and ChatGPT exports - analyze them together"

Response:

I'll perform cross-platform analysis to identify your workflow patterns:

1. Process both Claude and ChatGPT conversation data
2. Detect and handle cross-platform duplicates
3. Identify platform preferences for different task types
4. Create unified skills that work across AI platforms
5. Provide platform-agnostic skill recommendations

This will give you the most accurate picture of your AI usage patterns.