bit-by-bit-heartache

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# Heartache · 一点一滴刺痛我的心

用角色图片提供身份条件、驱动视频提供动作条件，以 MiniMax H3 Ref2VA 分段采样，通过前段联合音视频 latent 真续接，按发布帧拼接并连续铺设配乐。这个目录可独立分发；不需要作者的聊天记录、个人 Skill、GPU 主机或消息机器人。

## 何时使用

用户要求“用这个角色做《一点一滴刺痛我的心》”“Heartache”或提供参考图复现同类连续动作短片时使用。新角色必须重新生成；仅用户明确要求重剪已有成片时使用历史编辑入口。

## 前提

- Agent 可用 `terminal`、`read_file`、`write_file`，必要时用 `web_search`、`vision_analyze`确认角色输入。所有脚本路径相对于本目录。
- Python、FFmpeg/ffprobe；离线准备可在 macOS/Linux 完成。固定生成环境为 Linux x86_64、Python 3.10、NVIDIA/CUDA。不能把 Mac 上的离线测试当作 H3 原生推理支持。
- 默认**复用用户已有的 ComfyUI 与模型**，不要求为了这个模板重装或对齐版本。只有在缺节点、缺模型、版本冲突或推理报错、需要判断该改成什么版本时，才查 [环境参考记录](https://github.com/Shenrui-Ma/shenrui-comfyui-toolkit/tree/667eafddb9f42bb6c72ad27b665def9ada36df45/environments/h3/README.md)，按需取用其中一段。本机 RAM/显存必须足够加载模型，并完成同配置首段与续接校准。
- [README](README.md)有完整命令。[角色输入](references/character-input.md)处理一句话、图片和公开 URL。[验收说明](references/validation.md)区分已有实跑证据与本次封装测试。