Structuring & Controlling AI Output

by Vibecoders Hub Owner

Learn how to move beyond basic prompting to reliably control an AI's tone, structure, and output format using role prompting, system-level instructions, few-shot examples, and task decomposition, and how to turn your best prompts into a reusable personal library.

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Curriculum

Roles, Personas, and System-Level Instructions

1. Role and Persona Prompting: Power and LimitsFree preview
2. System Prompts vs. User Prompts

Few-Shot Prompting and Output Control in Depth

1. Few-Shot Prompting Mastery
2. Precise Output Formatting: JSON, Tables, and Constraints

Breaking Down Complex Tasks

1. Task Decomposition: Why Smaller Prompts Win
2. Reusable Prompt Templates and Your Prompt Library