skill-performance-profiler

What problem does it solve?

Understanding and optimizing AI skill usage, token consumption, and co-occurrence patterns is crucial for efficiency and cost management. This skill provides deep, actionable insights into how your skills are actually used, helping you make informed optimization decisions.

Core Features & Use Cases

• Usage Pattern Analysis: Tracks skill invocation frequency, total and average token consumption, and identifies "heavy" vs. "lightweight" skills.
• Co-occurrence Detection: Discovers which skills are frequently used together, highlighting potential consolidation opportunities to streamline workflows.
• Comprehensive Reporting: Generates detailed markdown reports or CSV exports with executive summaries, skill categories, efficiency rankings, and co-occurrence patterns.
• Conversation Data Collection: Integrates with the recent_chats tool to gather conversation history, providing a rich dataset for analysis.
• Use Case: You suspect some of your skills are consuming too many tokens or are redundant. Use this skill to get a full analysis of your skill usage over the last month, identifying the most token-heavy skills and suggesting opportunities to consolidate frequently used skill pairs.

Quick Start

Analyze my skill usage over the last 30 conversations to identify the heaviest skills and any consolidation opportunities.