An intelligent script parsing tool that identifies critical items and generates structured visual style cards for creative production.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install prop-extractor
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install prop-extractor using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Prop Extractor?
Prop Extractor is a specialized utility designed for narrative designers and AI-driven content creators. It parses raw script content to identify weapons, tokens, magical artifacts, and other plot-critical items, ensuring visual consistency across multiple shots or scenes. By integrating with Openclaw Skills, this tool automates the tedious process of manual asset listing, providing a structured bridge between textual descriptions and visual generation prompts.
The skill focuses on narrative significance, filtering out mundane background objects to highlight items that drive the plot or define character identity. It enforces a strict naming convention (PropKey) to ensure that every asset remains uniquely identifiable throughout the production lifecycle, making it an essential tool for maintaining continuity in complex storytelling projects.
Prop Extractor Use Cases
- Automatically generating property master lists from screenplays or novels.
- Creating consistent visual prompts for AI image generation of specific plot items.
- Establishing a structured database of items linked to specific character IDs.
- Exporting interactive HTML galleries for production team review and asset management.
How Prop Extractor Works
- The agent scans the script text to identify items mentioned in dialogue, action descriptions, and camera directions.
- Items are filtered based on frequency, narrative weight, and emotional significance to exclude irrelevant background objects.
- Extracted items are analyzed for material, color, dimensions, and ownership associations.
- A unique PropKey is generated for each item using the prop_{project}_{name} convention.
- The system generates comprehensive style cards including specific visual prompts and narrative context.
- An interactive HTML gallery is compiled to showcase all extracted assets visually.
Prop Extractor Setup
To get started with this skill within your Openclaw Skills environment, follow these steps:
# Navigate to your skills directory
cd skills/prop-extractor
# Configure your project settings
cp config.example.json config.json
# Provide your script and STYLE_BASE identifier
# The agent will then process the markdown content automatically
Prop Extractor Data Schema & Taxonomy
The skill organizes extracted data into a structured format for both human readability and machine processing:
| Attribute | Description | Requirement |
|---|---|---|
| PropKey | Unique identifier (e.g., prop_jl_sword) | Mandatory |
| Category | Classification (Weapon, Token, Magic, etc.) | Mandatory |
| Appearance | Details on material, color, size, and texture | Mandatory |
| Ownership | Association with specific character IDs (@ID) | Optional |
| Scenes | List of scenes where the item appears | Mandatory |
| Image Prompt | Optimized string for visual generation | Generated |
Prop Extractor Advanced Features
- Multi-agent support for linking character IDs directly to prop ownership.
- Automated HTML Gallery generation using assets/templates/gallery.html.
- Style Anchor (STYLE_BASE) integration to ensure all generated prompts share a unified aesthetic.
- Automated JSON export for seamless integration with frontend web development projects.
- Quality self-check protocols to ensure PropKey uniqueness and prompt visualization readiness.
SKILL.md
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