dubery-prompt-writer

Convert approved marketing captions into deterministic JSON prompts for Nano Banana 2.

Updated Mar 9, 2026
One-click install
npx skills add https://github.com/RASCLAW/DuberyMNL --skill dubery-prompt-writer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: dubery-prompt-writer
Source: https://github.com/RASCLAW/DuberyMNL/tree/main/.claude/skills-archive-v1/dubery-prompt-writer
Command: npx skills add https://github.com/RASCLAW/DuberyMNL --skill dubery-prompt-writer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Translate approved marketing captions into structured JSON prompts for Nano Banana 2 (kie.ai), enabling consistent and scalable ad creative generation.

Core Features & Use Cases

  • Caption-to-prompt conversion: Convert captions into NB2/kie.ai-ready structured prompts.
  • Deterministic outputs: Produce deterministic JSON payloads that align with the project schema for reliable automation.
  • Use Case: Generate prompts for a batch of captions to rapidly create multiple ad variants.

Quick Start

Input an approved marketing caption and receive a deterministic JSON prompt tailored for NB2/kie.ai.

Frequently Asked Questions about dubery-prompt-writer

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

FAQPage Schema
How do I convert marketing captions into image prompts for NB2?

To convert marketing captions into image prompts, input the approved caption text and the tool outputs a structured JSON payload. This payload conforms to the Nano Banana 2 schema, enforcing overlay rules and render notes to ensure deterministic, production-ready results for kie.ai image generation.

What is a deterministic JSON prompt for Nano Banana 2?

A deterministic JSON prompt for Nano Banana 2 is a structured data payload that aligns with the kie.ai project schema. It translates marketing captions into consistent image generation instructions by enforcing specific overlay rules and render notes, ensuring reliable and scalable ad creative outputs without unpredictable variations.

Can I use this caption-to-prompt workflow for batch ad variant generation?

Yes, you can use this workflow for batch ad variant generation by processing multiple approved marketing captions. It consumes each caption from the pipeline and produces a corresponding deterministic JSON payload, enabling rapid and scalable creation of multiple ad variants tailored for Nano Banana 2.

Does the generated JSON prompt include overlay rules and render notes?

Yes, the generated JSON prompt explicitly enforces overlay rules and render notes. This ensures the final structured payload is production-ready for Nano Banana 2 image generation, automatically applying visual constraints and rendering instructions directly from the approved marketing captions.

Do I need approved marketing captions to generate kie.ai image prompts?

Yes, approved marketing captions are required to generate kie.ai image prompts. The workflow consumes these specific captions as input to produce structured JSON payloads, ensuring the final image generation instructions accurately reflect finalized advertising copy and conform to the project schema.