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name: pop-assessment-performance description: "Evaluates PopKit efficiency using concrete metrics for context usage, token consumption, and lazy loading validation" context: fork triggers:

• assess performance
• performance test
• efficiency audit version: 1.0.0

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Performance Assessment Skill

Purpose

Provides concrete, reproducible performance assessment for PopKit plugins using:

• Measurable efficiency metrics
• Automated context analysis
• Token consumption estimation
• Lazy loading validation

How to Use

Step 1: Run Automated Metrics Collection

Copypython skills/pop-assessment-performance/scripts/measure_context.py packages/plugin/
python skills/pop-assessment-performance/scripts/analyze_loading.py packages/plugin/
python skills/pop-assessment-performance/scripts/calculate_efficiency.py packages/plugin/

Step 2: Apply Performance Checklists

Read and apply checklists in order:

1. checklists/context-efficiency.json - Context window usage
2. checklists/startup-performance.json - Plugin initialization
3. checklists/file-access-patterns.json - Read/write efficiency

Step 3: Generate Report

Combine automated metrics with checklist results for final performance report.

Standards Reference

Performance Targets

Output

Returns JSON with:

• efficiency_score: 0-100 (higher = better)
• metrics: Collected performance measurements
• bottlenecks: Identified performance issues
• optimizations: Recommended improvements