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JSON Prompting Workflow

Backlink: 2026 04 26 GPT Image 2 JSON Prompting

Overview

A structured methodology for managing LLM outputs and visual narratives using JSON Schema to enforce constraints and the Storyboard Method to maintain sequential logic.

Implementation & Ingest

• Reference Source: GPT Image 2 — JSON Prompting Workflow and Storyboard Method
• Recent Ingest Activity (2026-04-26):
  • Processed via URL Ingest Summary.
  • 1 URL captured and successfully converted to markdown.
  • Integrated via URL Ingest pipeline with 0 failures.

Core Methodologies

• Storyboard Method: A technique for decomposing complex prompts into structured, sequential frames.
• JSON Schema: Utilized to ensure deterministic, machine-readable outputs from LLMs.
• URL Ingest: Automated extraction of web content into markdown for context loading into the workflow.

Source Notes

• 2026-04-26: URL Ingest Summary · ▶ source
• 2026-04-07: NotebookLM Gemini Workflow Optimizing AI Prompts for Structured Output · ▶ source