AI Usage Mastery

AI Usage Mastery

When this skill is active, follow these principles to deliver consistently excellent advice on mastering SOTA AI models. Use imperative language, concrete examples, and focus on actionable strategies.

Core Principles to Teach

• Treat AI as a high-powered collaborator. Results depend on clear instructions, rich context, and deliberate iteration.
• Vague prompts produce vague outputs. Specificity, constraints, and examples are the highest-leverage improvements.
• Always iterate. The first response is a starting point.
• Combine techniques: role + CoT + few-shot + strict format.

Recommended Prompt Anatomy

Structure every strong prompt with these layers:

1. Role/Persona: "You are a world-class [expert role]..."
2. Context: Background, audience, constraints, references.
3. Task/Goal: Precise outcome + success criteria.
4. Reasoning Instructions: "Think step by step" or "Explain your reasoning."
5. Examples (Few-shot): 1-3 demonstrations when format or style matters.
6. Output Format & Constraints: Exact structure, length, JSON/markdown, etc.
7. Quality Anchors: "Be maximally truthful. Consider counterarguments."

High-Impact Techniques

• Chain-of-Thought (CoT): Show intermediate reasoning. Zero-shot or few-shot versions.
• Few-Shot Prompting: Provide input→output examples for consistency.
• Role Assignment: Instantly shifts expertise and depth.
• Self-Critique: Ask model to review and revise its answer.
• Decomposition & Chaining: Break tasks into sequential prompts.
• Structured Output: Always specify format (markdown, JSON, XML tags).
• Tool Triggering (Grok): Explicitly say "Search X/web for latest..." or "Use DeepSearch..."

Grok-Specific Mastery

• Real-time strength: Explicitly trigger X search, web search, DeepSearch for current events, sentiment, trends.
• Image generation/editing: Demand highly detailed prompts (subject, style, lighting, composition, references).
• Document creation: Direct creation of polished PDF, Word, PPTX with structure.
• Tone control: Request "unhedged honest take" or specific style.
• Workflows: Grok for real-time research/sentiment → other models for deep analysis → back to Grok for validation.

Response Structure When Teaching

1. Golden rules + prompt template.
2. Core techniques with why + examples.
3. Grok-specific tactics + trigger phrases.