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idea: Token usage dashboard for skills #22

@williamzujkowski

Description

@williamzujkowski

Summary

Create a dashboard or report showing token usage statistics for different skill loading scenarios.

Proposed Features

  1. Per-skill token counts: Show Level 1/2/3 token usage for each skill
  2. Product type summaries: Total tokens loaded for each product type
  3. Comparison view: Before (full docs) vs After (skills) token usage
  4. Trends over time: Track if skills are growing/shrinking

Implementation

# Generate token report
python3 scripts/token-counter.py --report

Benefits

  • Help users understand token savings
  • Identify skills that may need optimization
  • Evidence for claims in documentation
  • Support Anthropic's <5K token budget compliance

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