visual-prompt-builder

Convert narrative beats into IP-free photoreal JSON visual prompts.

178|18|Updated May 3, 2026
One-click install
npx skills add https://github.com/UfukNode/Noustiny --skill visual-prompt-builder
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: visual-prompt-builder
Source: https://github.com/UfukNode/Noustiny/tree/main/hermes-additions/skills/creative/visual-prompt-builder
Command: npx skills add https://github.com/UfukNode/Noustiny --skill visual-prompt-builder

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Rewrite narrative beats into IP-free, photoreal visual prompts for text-to-image models, ensuring physical specificity and removing IP references, while packaging output as strict JSON.

Core Features & Use Cases

  • Converts a beat into a structured visual prompt with precise physical details.
  • Produces a JSON object containing a prompt and a characters_seen list, suitable for FLUX / SeeDream pipelines.
  • Supports single-beat and batch processing, while enforcing IP-masking and state-persistence across beats.

Quick Start

Use the visual-prompt-builder to convert a narrative beat into a strict JSON prompt with IP-free descriptions.

Frequently Asked Questions about visual-prompt-builder

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

FAQPage Schema
How do I convert narrative beats into IP-free visual prompts for text-to-image models?

You can generate IP-free visual prompts by processing narrative beats through this Skill, which strips copyrighted names and replaces elements with physical descriptions for photoreal text-to-image generation.

What is the best way to ensure persistent visual state across storyboard beat batches?

To ensure persistent visual state across storyboard beat batches, this Skill preserves physical descriptions and character states throughout single or batch processing. It maintains consistency by tracking characters_seen and enforcing strict JSON output across all narrative beats.

Does the visual prompt output work with FLUX and SeeDream pipelines?

Yes, the visual prompt output works with FLUX and SeeDream pipelines. The Skill produces a strict JSON object containing the structured prompt and characters_seen list, specifically designed to integrate into these text-to-image generation pipelines.

Can I use narrative beat descriptions to generate photoreal prompts without copyright issues?

You can generate photoreal prompts without copyright issues by applying IP-masking to your narrative beats. The Skill removes all IP names and substitutes them with precise physical descriptions, ensuring the visual output remains completely IP-free.

Are there word count limitations for climax prompts in text-to-image generation?

Yes, there are word count limitations for climax prompts in text-to-image generation. Standard prompts are limited to 60 words, while climax prompts allow up to 90 words, and every prompt must end with the designated storyRegister.