token-budget-advisor

Estimate prompt size and enforce a chosen response depth within the session.

3|2|Updated Mar 8, 2026
One-click install
npx skills add https://github.com/agentmatters/mullai-bot --skill token-budget-advisor-agentmatters
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: token-budget-advisor
Source: https://github.com/agentmatters/mullai-bot/tree/main/src/Mullai.Skills/Skills/claude-code-everything/token-budget-advisor
Command: npx skills add https://github.com/agentmatters/mullai-bot --skill token-budget-advisor-agentmatters

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps users control the length and depth of AI responses by offering a pre-emptive choice on how much content to generate before Claude answers.

Core Features & Use Cases

  • Pre-emptive depth selection: present depth options before responding to match user needs.
  • Token-budget aware: estimate prompt and response size to prevent overspending tokens.
  • Session-level consistency: maintain chosen depth across the conversation unless the user changes it.

Quick Start

Choose a response depth level for this session and let Claude adjust accordingly.

Frequently Asked Questions about token-budget-advisor

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

FAQPage Schema
How do I control Claude's response depth and length before it answers?

You can control response depth by presenting pre-emptive depth options to Claude before it generates an answer. This skill identifies your intent to limit length and allows you to select a depth level to match your needs.

Can I set a token budget for Claude AI responses to prevent overspending?

Yes, you can set a token budget to prevent overspending. The skill estimates prompt and response size to enforce your chosen token limit and help you manage token usage effectively within the session.

How do I keep Claude's response length consistent across a conversation?

To maintain consistent response length across a conversation, the skill applies session-level consistency. It keeps your chosen response depth active throughout the session until you explicitly request a different length.

Does Claude support choosing between brief summaries and detailed analyses on demand?

Yes, Claude supports on-demand selection between brief summaries and detailed analyses. When you mention tokens, depth, or response length, the skill presents options to match your specific requirement.

How do I estimate prompt size and response tokens before generating Claude output?

To estimate prompt size and response tokens, the skill evaluates your request and calculates the expected output size. This pre-emptive estimation helps you choose an appropriate token budget before the final response is generated.

When should I not use a token budget to limit AI response length?

You should not use a token budget to limit AI response length when a task requires unrestricted, comprehensive analysis. Forcing a strict token limit on complex prompts might truncate the output and omit critical details.