nav-stats

Generate session efficiency reports with token savings and cache performance metrics.

32|3|Updated Jan 21, 2026

Search Tags:#metrics #efficiency #token savings #cache performance #stats #navigator #context usage

Ready to run

npx skills add https://github.com/dkyazzentwatwa/SuperNavigator --skill nav-stats-dkyazzentwatwa

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: nav-stats
Source: https://github.com/dkyazzentwatwa/SuperNavigator/tree/main/skills/os-layer/project-management/nav-stats
Command: npx skills add https://github.com/dkyazzentwatwa/SuperNavigator --skill nav-stats-dkyazzentwatwa

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill quantifies the efficiency gains provided by the Navigator OS layer, demonstrating tangible benefits like token savings and improved context management.

Core Features & Use Cases

Session Efficiency Reporting: Displays token savings, cache performance, and context usage metrics.
Quantifiable Value: Makes Navigator's impact measurable and shareable.
Optimization Recommendations: Provides actionable advice based on performance metrics.
Use Case: A user asks "How efficient is Navigator today?", and the skill presents a clear, visual report showing significant token savings and excellent cache performance, along with a recommendation to continue the current strategy.

Quick Start

Run 'show my stats' to see your current session efficiency report.

Frequently Asked Questions about nav-stats

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I check session token savings and cache performance metrics?▼

To check session token savings and cache performance, run 'show my stats' to generate a visual report detailing baseline tokens, loaded tokens, savings percentage, and context usage. The report requires bash scripts and Python functions to calculate and format the efficiency metrics.

What metrics are included in a session efficiency report?▼

A session efficiency report includes baseline tokens, loaded tokens, savings percentage, cache efficiency, and context usage. These metrics quantify the tangible benefits and efficiency gains provided by the Navigator OS layer during an active session.

Can I get optimization recommendations based on my context usage stats?▼

Yes, you can get optimization recommendations based on your context usage stats. The efficiency report provides actionable advice derived from your performance metrics, advising on whether to continue the current strategy or adjust context management.

Do I need bash and Python to calculate token savings percentages?▼

Yes, you need bash scripts and Python functions to calculate token savings percentages. These components process the underlying session data to compute baseline tokens, loaded tokens, and format the final efficiency metrics into a readable report.

How does Navigator's impact on token savings work?▼

Navigator's impact on token savings works by comparing baseline tokens against loaded tokens to determine a savings percentage. This quantifies the efficiency gains from improved context management and cache performance during the session.