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token-budget-advisor

Official

Plan token-heavy tasks to stay within limits.

Data & Analytics#planning#analysis#workflows#chunking#token-budget#multi-document#token-estimation
AuthorExploration-labs
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill provides proactive token-budget assessment and chunking strategies to ensure that multi-document analyses and large outputs stay within the model's context window.

Core Features & Use Cases

  • Quick token estimation for input and output costs
  • Warning thresholds (Caution zone, Danger zone, Exceeds budget)
  • Chunking strategies: Sequential Processing, Dimensional Breakdown, Depth Progression, Subset Sampling
  • Guidance before starting large tasks

Quick Start

Before starting a heavy task, run the token-budget-advisor to receive a chunking plan and recommended steps; apply the plan and proceed.

Dependency Matrix

Required Modules

None required

Components

references

💻 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: token-budget-advisor
Download link: https://github.com/Exploration-labs/Nates-Substack-Skills/archive/main.zip#token-budget-advisor

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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