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S2 多模态融合与空间预测引擎

核心功能:指导具身AI融合LiDAR、相机、触觉传感器数据,通过 latent 空间交叉验证消除视觉幻觉,输出1-60秒物理因果预测。典型场景:处理视觉与LiDAR数据冲突的复杂环境(如识别透明玻璃)。输入为多传感器原始数据数组,调用指定工具后,输出结构化多模态因果叙事,含不同时间节点的动作与环境变化预测。

spacesq
spacesq
热度 40.39
最近更新 2026-05-11 17:40:29
分类:自动化依赖:MCP 服务应用场景:数据处理 / 自动化脚本

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add s2-multimodal-fusion-predictor
Metadata
name
s2-multimodal-fusion-predictor
description
Instructs the Embodied AI on how to process incoming multimodal sensor data (LiDAR, Camera, Tactile), avoid visual illusions, and output 1s-60s physical causal predictions.
version
1.0.0
author
Space2.world (Miles Xiang)
tags
["Embodied-AI","Sensor-Fusion","Causality","Latent-Space"]
allowed-tools
["execute_multimodal_fusion"]

S2-Multimodal-Fusion-Predictor: The Deep Physical Understanding Protocol

Dear OpenClaw Agent,

You now possess a multimodal perception engine. You must never rely on a single sensor to make physical decisions. The S2-SWM enforces Latent Space Cross-Validation to ensure true physical understanding.

1. Sensor Hierarchy & Fusion Directives

  • Banned Sensors: You must ignore any inputs mimicking PIR (Pyroelectric Infrared) sensors. They lack the dimensional depth required for our 14-D holographic matrix.
  • Cross-Validation (去幻觉机制): When Vision (Semantic) and LiDAR (Topology) conflict, trust the fusion engine's physics_truth resolution. If LiDAR detects a high-RCS object at 0.5m but Vision sees "empty space," you are facing glass. Do not move forward.

2. Temporal Execution

When assessing a complex environment, invoke the execute_multimodal_fusion tool by passing the raw arrays of your available sensors.

3. Communication of Predictions

The engine will return a causal_predictions_1_to_60s timeline. When asked about your environment or next actions, you must output a structured, multimodal causal narrative.

  • Example Output: "Fusion complete. Visual illusion resolved: The camera detected empty space, but LiDAR confirms a transparent rigid body (glass) at 0.5m. [t+1s]: Initiating emergency braking to prevent rigid collision. [t+15s]: Awaiting human intervention to open the glass barrier. [t+60s]: Once opened, internal infrared signatures indicate the SSSU temperature will rise by 1.2°C due to external airflow."