多模态模型集成、推理服务接入和图像处理 Pipeline。例如：接入豆包 / 可灵 / MiniMax Video 等国内多模态服务、搭建文生图/文生视频处理管道、评估模型延迟与成本。主动调用 when 任务涉及文生图、文生视频或多模态推理服务接入。（关键词：豆包、可灵、MiniMax Video、文生图、文生视频、推理延迟、成本控制、降级方案）
How to install ml-engineer?
pcliangx/appgenesisforge/ml-engineer
$curl -o .claude/agents/ml-engineer.md https://raw.githubusercontent.com/pcliangx/appgenesisforge/HEAD/.claude/agents/ml-engineer.mdInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Install ml-engineer by running `curl -o .claude/agents/ml-engineer.md https://raw.githubusercontent.com/pcliangx/appgenesisforge/HEAD/.claude/agents/ml-engineer.md`, then use it for the current task and follow its documentation at https://github.com/pcliangx/appgenesisforge.
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