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ctx-stats

Display token consumption, context savings ratio, and per-tool breakdown for session context-mode usage.

2|Updated May 26, 2025
Search Tags:#performance#efficiency#token usage#context window#session stats
One-click install
npx skills add https://github.com/vanyastaff/nebula --skill ctx-stats-vanyastaff
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ctx-stats
Source: https://github.com/vanyastaff/nebula/tree/main/.augment/skills/ctx-stats
Command: npx skills add https://github.com/vanyastaff/nebula --skill ctx-stats-vanyastaff

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps users understand and visualize the efficiency gains provided by the context-mode feature, specifically how much information was saved by not needing to store it in the context window.

Core Features & Use Cases

  • Token Consumption Tracking: Monitors and displays the total number of tokens processed.
  • Context Savings Ratio: Calculates and shows the percentage of data that was managed efficiently by context-mode.
  • Per-Tool Breakdown: Provides a detailed view of context savings attributed to individual tools used within the session.
  • Use Case: A user wants to verify if enabling context-mode is actually reducing their token usage and improving performance. They can invoke this skill to get a clear report.

Quick Start

Show me the context mode statistics for this session.

Frequently Asked Questions about ctx-stats

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

FAQPage Schema
How do I check token usage and context window savings for my current session?▼

You can check token usage and context window savings by invoking a context statistics tool that displays total token consumption, context savings ratio, and per-tool breakdown for the current session.

What is context savings ratio and how does it measure context window efficiency?▼

Context savings ratio is the percentage of data managed efficiently by context-mode instead of being stored in the context window, showing how much token overhead was avoided during the session.

Can I see a per-tool breakdown of token consumption in my context-mode session?▼

Yes, the context statistics tool provides a detailed per-tool breakdown showing context savings attributed to individual tools used within the session, requiring no parameters for invocation.

Does enabling context-mode actually reduce token usage and improve session performance?▼

Enabling context-mode reduces token usage by managing data outside the context window, and you can verify the actual efficiency gains by viewing the context savings ratio and total tokens processed.

What's the best way to track context window management efficiency without complex setup?▼

The best way to track context window management efficiency is invoking a parameter-free context statistics tool that automatically analyzes and reports token consumption, savings ratio, and per-tool breakdown.

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