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    "八方向行走动画 —— 完整管线\n\n【前置步骤（在本工作流之外完成）】\n  角色图 →(GPTimage2)→ 八方向静态图 →(Seedance 首尾帧)→ 循环行走视频\n  视频每一帧上都排布着 8 个朝向的角色。\n\n【本工作流做的事】\n  ① VHS「Load Video」把视频转成序列帧\n     · force_rate 就是帧率选择。设 0 用源视频帧率；\n       设 12 可减半出帧、素材更小，走路动画通常 8~12 帧一循环就够\n     · frame_load_cap 可限制总帧数，先小批量试参数很有用\n  ② Lucida 抠图，为拆分提供语义级 alpha（见下方「为什么要接抠图节点」）\n  ③ 八方向拆分：切格 + 编号 + 按方向分组，一次给出 8 条序列\n  ④ 每个方向各接一个 VHS「Video Combine」出透明 webm\n  ⑤ 每个方向各接一个 SaveImage 出透明 PNG 序列帧\n\n■ 为什么要接抠图节点，而不是让拆分节点自己扣白底 ————\n\n拆分节点自带的「白底转透明」是纯颜色阈值法：按「离白色多远」估 alpha。\n它的死穴是角色身上的白色衣物 —— 白衬衫本身就接近白，alpha 天生偏低，\n一旦收边压白边，衬衫就会被啃出破洞（实测会看到背景色透过衣服）。\n\nLucida 是按语义判断的，知道那是衣服而不是背景。实测（同一素材、\n同等白边水平）：主体被啃掉的面积比阈值法少 35%，白衬衫完好。\nLucida 一次就能把整张雪碧图的 8 个角色全部识别出来\n（各格前景占比 0.18~0.24，中间空格 0.002）。\n\n素材里确实没有白色元素时，可以把 bg_mode 改成「白底转透明」省掉模型开销；\n此时 edge_shrink 要调到 0.35 以上才压得住白边。\n\n■ 治白边的两个参数 ————————————————————\n\n  · edge_shrink（主力）把边缘那圈几乎全是背景的半透明像素收掉。\n      配模型 alpha 用 0.15~0.25；配阈值法要 0.35+。\n      实测：0 → 白边强度 0.048；0.2 → 0.026；0.5 → 0.016。\n  · decontaminate（辅助）颜色反溢出，按\n      观察色 = 前景×a + 白×(1-a) 反解真正的前景色。\n      单独用改善很小（约 3%），要和收边配合。\n\n\n■ 尺寸统一与锚点对齐（做游戏的关键）——————————\n\n  不开对齐时，8 个方向各按自己的内容裁剪，尺寸互不相同\n  （实测 8 个方向出了 8 种尺寸），角色在各自画面里的位置也不一致\n  ——游戏里切换朝向时角色会跳一下。\n\n  · align_mode = 锚点对齐·统一画布\n      所有方向输出同一尺寸，锚点落在画布同一位置。\n      实测各方向锚点散布：x 48.9px → 0.76px，y 27px → 0px。\n  · anchor_type = 脚底中心\n      y 取最低的不透明行，x 取底部窄带的水平质心。\n      x 不用包围盒中心，是因为斗篷、披风、手杖会把包围盒拽向一侧，\n      而它们基本不会垂到脚底。走路时两脚一前一后，窄带质心正好\n      落在两脚之间，也就是人真正站立的点。\n  · align_scope = 逐帧对齐·脚底钉死\n      等价于人工「一帧一帧对位置」。行走循环本就该原地播放、\n      位移交给游戏代码，sprite 内部不该有整体漂移；AI 生成的视频\n      往往有（实测同方向跨帧漂移 22px），此模式能压到 1px。\n      若角色本就该有前后摆动（挥剑、跳跃），改用「按方向统一平移」。\n\n  ⚠ info 输出里会给出统一画布尺寸、锚点坐标，以及 Unity/Godot 的\n    归一化 pivot（左下为原点）。把那个 pivot 填进引擎的 Sprite 设置，\n    8 个方向就能共用同一套坐标，切换朝向纹丝不动。\n\n■ 拆分节点的其他关键参数 ————————————————\n\n  · grid_cols / grid_rows / empty_cells\n      3×3 中间留空即 empty_cells=4。序号行优先、从 0 开始。\n  · direction_names\n      按「跳过空格后的先后顺序」命名，默认对应：\n          SW  S  SE      ← 行1：面向观众\n          W      E       ← 行2：侧面\n          NW  N  NE      ← 行3：背对观众\n      与素材不符就直接改这行，名字只影响标注不影响画面。\n  · expand_beyond_cell（务必开启）\n      允许角色超出格子边界。关闭时按格线严格切分，角色只要探出格线\n      就会被切断（最典型的是脚被削掉）。开启后格子只用来判定方向，\n      实际范围由角色自身的连通区域决定。三种 bg_mode 都有效。\n  · auto_crop\n      裁剪框取该方向所有帧的并集，因此整条序列尺寸一致（能合成视频），\n      角色也不会在帧间跳动。\n\n■ webm 透明的关键 ————————————————————\n\n  Video Combine 的 format 必须选 video/webm，pix_fmt 必须选 yuva420p。\n  注意：alpha 存放在 WebM 的独立边带里，用 ffprobe 看主流会显示 yuv420p，\n  这是正常的。播放器/引擎（走 libvpx 解码）能正确读到透明通道；\n  若要用 ffmpeg 自行验证，需显式加 -c:v libvpx-vp9 解码，\n  否则内置 vp9 解码器不输出 alpha，会让人误以为透明丢了。"
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