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Generaldvcrn

wavelet-world-model

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

Stars
15
Source
dvcrn/openclaw-skills-marketplace
Updated
2026-05-29
Slug
dvcrn--openclaw-skills-marketplace--wavelet-world-model
View on GitHubRaw SKILL.md

// install — copy + paste into any project

mkdir -p .claude/skills && curl -fsSL https://raw.githubusercontent.com/dvcrn/openclaw-skills-marketplace/HEAD/plugins/aadipapp--wavelet-worldmodel-skill/skills/wavelet-world-model/SKILL.md -o .claude/skills/wavelet-world-model.md

Drops the SKILL.md into .claude/skills/wavelet-world-model.md. Works with Claude Code, Cursor, and any agent that loads SKILL.md files from .claude/skills/.

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.