协作头脑风暴
brainstorming
在实现前澄清需求、探索设计选择,并形成清晰的开发方向。
web-demo【开发与工程】Builds and troubleshoots HunyuanVideo Gradio web-demo launch commands, UI option mapping, server binding, and output behavior.
独立 GitHub 快照 · 自动分类 · 以原作者文档为准
Use this sub-skill when the user asks for the HunyuanVideo Gradio interface, web demo, browser UI, local server, SERVER_NAME, SERVER_PORT, or UI-specific behavior. Route checkpoint and CUDA readiness to ../checkpoint-and-setup/SKILL.md, single-GPU CLI/API sampling to ../inference/SKILL.md, and FP8/xDiT optimization to ../parallel-and-optimization/SKILL.md.
references/gradio-workflow.md for launch commands, UI defaults, and option mapping.references/troubleshooting.md for model path, port, binding, checkpoint, and output-location issues.scripts/build_gradio_command.py to create a safe launch command without starting a server.scripts/run_gradio_server.py is the bundled service runner; execute it only when checkpoints, CUDA, and service exposure are approved.Prefer localhost binding unless the user explicitly asks for LAN/public exposure:
python sub-skills/web-demo/scripts/build_gradio_command.py \
--model-base ckpts \
--server-name 127.0.0.1 \
--server-port 7860 \
--flow-reverse
The helper prints a command using the bundled run_gradio_server.py runner. It does not bind a port or load model weights.
Starting Gradio is a real service and generation still requires the full HunyuanVideo CUDA/checkpoint stack. Do not run it as a verification smoke test unless the user approves a service launch and GPU/model use.