🔧 AI Analysis Toolkit

Three powerful tools to understand and optimize your AI interactions

🔍 1. Tokenization Analysis

Understand how AI processes your text input by seeing how it gets broken down into tokens.

💡 Why This Matters:

  • Context Limits: Most AI models have token limits (4K-32K tokens)
  • Cost Impact: Many AI services charge per token, not per word
  • Processing: AI converts tokens to numbers before analysis
  • Efficiency: Understanding tokenization helps optimize prompts

🏛️ 2. Four Pillars Analysis

Apply the Mindful AI Framework to any work task or AI use case.

🎯 The Four Pillars of Mindful AI Usage:

1. Clarity & Intentionality

Every prompt is an opportunity for growth

2. Human Oversight

AI helps, but you're the editor-in-chief

3. Responsible Application

Know when NOT to use AI

4. Mindful Cognition

Protect your thinking abilities

✍️ 3. Prompt Evaluation & Optimization

Evaluate your prompts against the 5-element framework for maximum effectiveness.

🎯 5-Element Framework for Great Prompts:

Role: Who should AI be?
Goal: What specific task?
Audience: Who is this for?
Tone: How should it sound?
Constraints: Limits & requirements