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tldr-stats

Generate a statistical dashboard of Claude API token usage, costs, and TLDR savings.

3.9k|296|Updated Dec 23, 2025
Search Tags:#dashboard#tokens#usage#stats#cost#tldr
One-click install
npx skills add https://github.com/parcadei/Continuous-Claude-v3 --skill tldr-stats
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: tldr-stats
Source: https://github.com/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/tldr-stats
Command: npx skills add https://github.com/parcadei/Continuous-Claude-v3 --skill tldr-stats

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill provides a clear and detailed breakdown of your token usage, associated costs, and the savings achieved through TLDR compression and hook activity within your current session.

Core Features & Use Cases

  • Token Usage Monitoring: See the exact number of tokens sent to and received from the Claude API.
  • Cost Tracking: Understand the real-time monetary cost of your Claude interactions.
  • TLDR Savings Analysis: Quantify the financial and token savings gained by using the TLDR feature for file summarization.
  • Hook Activity: Monitor the number of times hooks have been triggered and their success rate.
  • Use Case: Before a major coding session, you can run this skill to get a baseline of your typical token expenditure and identify areas where TLDR is most effective, helping you optimize future usage and manage costs.

Quick Start

Run the tldr-stats skill to display a dashboard of your session's token usage, costs, and TLDR savings.

Frequently Asked Questions about tldr-stats

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

FAQPage Schema
How do I track token usage and API costs for my current session?▼

Token usage and API costs are tracked by running a Python script that generates a statistical dashboard displaying tokens sent, tokens received, and real-time monetary expenditure for your Claude interactions.

Can I see how much money TLDR compression saves on token costs?▼

TLDR compression savings are quantified by the dashboard, which analyzes and displays the specific financial and token savings gained by using the TLDR feature for file summarization.

What is the best way to monitor hook execution counts and success rates?▼

Hook activity is monitored through the statistical dashboard, which reports the number of times hooks have been triggered alongside their success rates during the active session.

Does this token usage dashboard require any external dependencies to run?▼

No external dependencies are required; the dashboard is generated by executing a Python script included in the skill's scripts component, relying solely on your existing session data.

How do I analyze token efficiency before a major coding session?▼

Analyze token efficiency by running the skill to establish a baseline of typical token expenditure, helping you identify areas where TLDR is most effective for optimizing future usage and managing costs.

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