技能详情（站内镜像，无评论）
作者：Krishna Aditya @AadiPapp
许可证：MIT-0
MIT-0 ·免费使用、修改和重新分发。无需归因。
版本：v1.0.0
统计：⭐ 0 · 199 · 0 current installs · 0 all-time installs
⭐ 0
安装量（当前） 0
🛡 VirusTotal ：良性 · OpenClaw ：良性
Package：aadipapp/wavelet-worldmodel-skill
安全扫描（ClawHub）
- VirusTotal ：良性
- OpenClaw ：良性
OpenClaw 评估
The skill's code and runtime instructions match its stated purpose (building a wavelet-based world model); it does not request secrets, contact external endpoints, or perform unexpected system actions.
目的
Name/description match the included Python implementation (DWT via PyWavelets) and expected inputs/outputs. No unrelated credentials, binaries, or config paths are requested.
说明范围
SKILL.md and the included script confine operations to ingesting state vectors and performing wavelet transforms. There are no instructions to read arbitrary files, scan system state, or transmit data externally.
安装机制
This is an instruction-only skill with an included Python script and no install spec. The script depends on PyWavelets and numpy but does not declare or install them; missing dependency handling simply prints an error and exits. Lack of a declared install step and unpinned dependency references is a functional/integrity concern (not an active exploit) — you should install dependencies in a controlled environment.
证书
No environment variables, credentials, or config paths are requested or used. The skill operates on in-memory data only.
持久
Skill is not force-included (always: false) and does not attempt to modify other skills or agent settings. It has normal autonomous invocation capability, which is expected.
综合结论
The skill appears coherent and limited to computing wavelet-based compressed state vectors. Before installing: (1) verify the skill's provenance (source is listed as unknown and there's no homepage), (2) run the included Python script in an isolated/sandbox environment (or a virtualenv) and install dependencies from trusted registries (pip install numpy PyWavelets) with pinned versions, (3) inspect the code yourself (it's short and readable) a…
安装（复制给龙虾 AI）
将下方整段复制到龙虾中文库对话中，由龙虾按 SKILL.md 完成安装。
请把本段交给龙虾中文库（龙虾 AI）执行：为本机安装 OpenClaw 技能「WaveletWorldModel」。简介：Generates a world model representation from state inputs using discrete wavelet…。
请 fetch 以下地址读取 SKILL.md 并按文档完成安装：https://raw.githubusercontent.com/openclaw/skills/refs/heads/main/skills/aadipapp/wavelet-worldmodel-skill/SKILL.md
（来源：yingzhi8.cn 技能库）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.
author: tempguest
version: 0.1.0
license: MIT
---
# 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.