Four SCAIL 2 workflows focused on long-form reference editing — single and dual subjects, people and creatures.
The four workflows
| # | Workflow | Subjects |
|---|---|---|
| 1 | Single-reference edit, long video | 1 person |
| 2 | Single-creature long-video drive | 1 creature |
| 3 | Dual-reference edit, long video | 2 people |
| 4 | Dual-creature long-video drive | 2 creatures |
The long-video problem
Reference editing works well on short clips and gets harder as length grows: the reference drifts,
the identity softens, and body proportions wander. These four graphs handle it by re-anchoring on
the reference at segment boundaries rather than conditioning once at the start.
Dual-subject is the hard case
Two people means two identities that must not merge. The dual-reference graphs keep separate
conditioning streams and only merge them at the sampler, which is why they survive longer than a
single combined prompt.
Running Hub links
- https://www.runninghub.cn/post/2064973862177173505/?inviteCode=rh-v1111
- https://www.runninghub.cn/post/2064974434917769218/?inviteCode=rh-v1111
- https://www.runninghub.cn/post/2065059863197208578/?inviteCode=rh-v1111
- https://www.runninghub.cn/post/2065060329721253889/?inviteCode=rh-v1111
Files
Workflow JSONs and covers: https://huggingface.co/AI-KSK/ksk-video-261-comfyui-workflows
Video walkthrough (Chinese): https://youtu.be/_LbRVl9hwnI
Bilibili: https://www.bilibili.com/video/BV1w2Ei6pEsJ/
Notes
- ComfyUI exports that reference models present in the cloud instance; not self-contained packs.
- Tutorial material, not a product.
- Independent AI-KSK release. Not affiliated with or endorsed by the model authors or RunningHub.
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