nav-stats
CommunityQuantify AI efficiency: tokens, cache, and time saved.
Software Engineering#developer tools#metrics#efficiency#token usage#AI cost#cache performance#time savings
Authoralekspetrov
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Understanding the true efficiency and cost-effectiveness of AI interactions can be opaque. This skill provides clear, quantifiable metrics on token usage, cache performance, and estimated time savings, making AI's value tangible.
Core Features & Use Cases
- Real-time Efficiency Report: Generates a visual report showing documentation loaded, tokens saved, cache efficiency, and context usage.
- Quantifiable Savings: Provides estimated time saved in minutes and an overall efficiency score (0-100).
- Actionable Recommendations: Offers tailored advice to improve your AI workflow based on your session metrics.
- Use Case: After a productive coding session, ask "show my stats" to see how many tokens Navigator saved you, how well the cache performed, and get tips to further optimize your context window.
Quick Start
Example: Display your session efficiency report
"show my stats"
Dependency Matrix
Required Modules
None requiredComponents
functions
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: nav-stats Download link: https://github.com/alekspetrov/navigator/archive/main.zip#nav-stats Please download this .zip file, extract it, and install it in the .claude/skills/ directory.