wifi_simulation

Community

Simulate home WiFi coverage with heatmaps.

Authorhuangxn27
Version1.0.0
Installs0

System Documentation

What problem does it solve?

The wifi_simulation skill automates end-to-end home WiFi environment testing by producing visual RSSI heatmaps and quantitative JSON matrices to help plan AP placement and provisioning strategies.

Core Features & Use Cases

  • Self-contained simulation engine: accepts house presets, AP counts, and grid resolutions to compare configurations, outputting two comparison PNGs (RSSI and stall) and four JSON matrices (before/after RSSI and stall).
  • Provisioning-aware: supports scenario steps such as adding APs, adjusting grid size, and evaluating coverage improvements for different layouts.
  • Output-driven: returns a structured payload including image_paths, data_paths, per-run stats, and a concise summary for quick decision making.
  • Use Case: A network operator compares a 1AP to 3AP upgrade in a large apartment to quantify RSSI uplift and latency changes.

Quick Start

Run the wifi_simulation script with a single JSON parameter string to generate the two PNGs and four JSON matrices.

Dependency Matrix

Required Modules

matplotlibnumpy

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: wifi_simulation
Download link: https://github.com/huangxn27/broadband-agent-demo/archive/main.zip#wifi-simulation

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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