Layer Reference Sets
layerai/skills/skills/layer-reference-setsby layerai315d06db6f76MIT4 starsListed Oct 8, 2026Updated Oct 8, 2026Repository updated 8 days ago
Use when a look must hold across many Layer generations: training a custom style or LoRA on a studio's own artwork, curating the images that go into a reference set, choosing its training category, tuning reference-set weight on a run, or deciding whether to train at all rather than attach a style reference. Also when a trained style produces weak, inconsistent, or silently ignored results. Keywords: LoRA, custom model, trained style, reference set, consistency, on-model, art direction, dataset.
- 315d06db6f76Currentcommit 315d06dPublished Oct 8, 2026
Source and attribution
Source:layerai/skillsinskills/layer-reference-setsat commit315d06d
License: MIT
Content belongs to its original authors. SourceWeft indexes it from a public repository.
More from layerai/skills
Layer Workflows
layerai
Use when running a saved Layer Blueprint workflow rather than a single generation: discovering what workflows a workspace has, reading a workflow's input schema, estimating and executing a run, polling its steps, or cancelling it. Also when a repeatable multi-step pipeline exists for a task, when the user names a workflow, or when a workflow input expects a style or a file. Keywords: workflow, blueprint, pipeline, app, multi-step, run, node graph.
Layer Workflow Import
layerai
Rebuilds workflows from other tools as Layer Blueprint graphs and imports them via import_workflow.
Layer Video Timeline
layerai
Assembles existing clips, images and audio into one finished video timeline with transitions, overlays and captions.
Layer Video
layerai
Use when generating video with Layer: text-to-video, animating a still image, extending a clip, adding camera motion, generating native audio or lip sync, looping animations, or planning a multi-shot ad, trailer, or cutscene. Also when a video prompt produces the wrong motion or the shot drifts off the source image. Keywords: txt2vid, img2vid, image to video, camera motion, video effects, loop, seamless, trailer, cutscene, lipsync.
Layer Textures
layerai
Guides generation of seamless, tileable textures with the Layer image model, covering scale, lighting and repeat checks.
Layer Quality
layerai
Reviews generated asset batches against a studio's output scoring rules and the brief before delivery.