wan2gp-operator

What problem does it solve?

Wan2GP video generation requires fragile, error-prone setup and manual tuning, so runs often fail without a consistent troubleshooting loop; this Skill provides a guided operator layer so you can install, configure, validate, execute, and recover faster.

Core Features & Use Cases

• VRAM-aware settings composition: generates Wan2GP settings.json from natural-language prompts (including curated model targets) while applying hardware-appropriate defaults.
• Deterministic headless execution + logs: runs wgp.py --process headlessly with dry-run validation first, structured output, and captured logs for later inspection.
• Failure diagnosis + learned compatibility state: detects common runtime issues from logs, suggests actionable next steps, and persists “unsupported flag/attention mode” knowledge to reduce repeat failures.
• AI music video pipeline: analyzes an audio track (BPM/beats/sections), plans beat-aligned shots, generates clips, and assembles an audio-muxed final MP4 using FFmpeg.

Quick Start

Ask your agent: "Assess my machine for Wan2GP, bootstrap it, then compose settings from this prompt and run a dry-run: cinematic rain alley at golden hour, natural city ambience."