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Wavelet World Model

ASecurity

Generates a world model representation from state inputs using discrete wavelet transforms (DWT) to capture multi-resolution temporal and spatial features.

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  • Added September 5, 2026
developmentapi

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  • api

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A100/100

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Scanned September 5, 2026

npx -y skills add dvcrn/openclaw-skills-marketplace --skill wavelet-world-model --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: wavelet-world-model
description: "Generates a world model representation from state inputs using discrete wavelet transforms (DWT) to capture multi-resolution temporal and spatial features."
---

# Wavelet World Model Skill

This skill allows your OpenClaw agent to transform high-dimensional sequential state data into a compact world model representation using Wavelet Transforms.

It leverages multi-resolution analysis to efficiently encode BOTH high-frequency details (rapid changes) and low-frequency components (long-term dependencies), making it highly effective for robotic control, continuous state tracking, and predicting complex environments.

## Commands

- `wavelet-model`: standardized command to initialize the wavelet world model and process state inputs.

Files in this skill

  • README.md1.1 KB
  • SKILL.md784 B
  • scripts/wavelet_world_model.py3.1 KB

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