prompt-nubaby
Nubaby prompt system for prompt augmentation, routers, dictionaries, dataset captions, prompt tags, compact prompts, video/storyboard prompt shaping, and structured visual tension expansion. Use when prompts are too short/vague or need structured upgrade before comfyui-nubaby execution.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/arthurlin1979/prompt-nubabyWhat This Skill Does
Prompt-nubaby is the advanced prompt augmentation and orchestration engine for the OpenClaw AI agent. It serves as a specialized layer between human intent and the ComfyUI-nubaby execution node, transforming vague or concise user input into high-fidelity, structurally sound, and contextually rich generation prompts. By leveraging professional photography terminology, film language, and sophisticated visual frameworks, it ensures that visual content is not just generated, but meticulously crafted. It incorporates the proprietary 'Visual Retention Expander' (four-dimensional skeletal structure), which manages body language, lighting, perspective, and subject contrast to maximize viewer engagement.
Installation
To install this skill, use the ClawHub CLI in your terminal:
clawhub install openclaw/skills/skills/arthurlin1979/prompt-nubaby
Use Cases
This skill is ideal for several professional and creative workflows:
- High-Engagement Portraits: Converting a request for 'a girl in a coffee shop' into a multi-layered, visually compelling cinematic portrait using the Visual Retention Expander.
- Video & Storyboarding: Precisely translating motion requirements and physical inertia for modern video generation models like Wan 2.1.
- Dataset Captioning: Standardizing training data with the 'dataset' mode, ensuring consistent 8-line global summaries and interaction descriptions.
- Style Transfer: Applying specific aesthetic treatments—ranging from moody, high-tension interior scenes to professional commercial-grade imagery.
Example Prompts
- 'Prompt-nubaby, I need a moody portrait of a woman leaning against a wall; make it look intimate and professional using your retention formula.'
- 'Generate a prompt for a video sequence of a person running through rain, ensuring the physics and camera movement are cinematic.'
- 'Help me optimize this prompt for a product shot of high-end accessories using the prompt_compact mode to keep the token count efficient while retaining detail.'
Tips & Limitations
- Safety First: The skill includes mandatory content safety protocols. While it supports 'school' or 'academic' aesthetics, it strictly enforces adult content standards and prohibits sexualized depictions, automatically filtering for age-appropriate behavior.
- Precision Matters: When using the four-dimensional expander, ensure you provide the core emotion or tension goal. The more specific your initial desire for the 'viewer-subject' relationship, the better the final output.
- Negative Prompting: The skill automatically manages anti-AI and negative prompts; do not try to manually override these unless necessary for specific stylistic experiments.
- Persistence: If you have favorite compositions, use the 'Remember this' feature to store them in the master_recipes.json for future use.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-arthurlin1979-prompt-nubaby": {
"enabled": true,
"auto_update": true
}
}
}Tags(AI)
Flags: file-read, file-write