13 fashion lookbook
Skill pixelab-ch/higgsfield-skills/skills/13-fashion-lookbook
Model-aware Claude Agent Skills for AI image & video generation on Higgsfield — 15 creative skills with opt-in MCP generation. Reworked from beshuaxian/higgsfield-seedance2-jineng.
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Crafts fashion lookbook and model showcase video prompts for Higgsfield and routes to the best model (cinematic_studio_video_v2 primary, seedance_2_0 fallback). Also routes lookbook stills to soul_cinematic. Use when the user wants fashion video content, lookbook videos, model walks, outfit showcases, style guides, fashion campaigns, runway clips, streetwear content, or any fashion or clothing video.
SKILL.md
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Higgsfield Fashion Lookbook Skill
What this skill does
Crafts production-ready fashion lookbook and model showcase video prompts and routes them
to the best Higgsfield model for fashion-grade output. On request, it assembles the full
parameter set, surfaces the credit cost, and — after explicit user confirmation — generates
the asset via the opt-in generation flow. The skill also handles lookbook stills and
mood-board frames via the soul_cinematic still-image path.
Model routing
Primary and fallback video models
| cinematic_studio_video_v2 (primary) | seedance_2_0 (fallback) | |
|---|---|---|
| Rationale | Dedicated cinematic pipeline with genre and mode controls; default for all fashion video | Use when primary is unavailable, duration >12 s needed, or noir/drama/epic genre required |
| Genre params | auto, action, horror, comedy, western, suspense, intimate, spectacle | auto, action, horror, comedy, noir, drama, epic |
| Mode | pro, std | std, fast |
| Aspect ratios | 1:1, 4:3, 3:4, 16:9, 9:16 | auto, 21:9, 16:9, 4:3, 1:1, 3:4, 9:16 |
| Duration | 3–12 s (continuous) — max 12 s | 4–15 s (continuous) |
| Media roles | image, start_image, end_image | image, start_image, end_image, video, audio |
Routing rule: Use cinematic_studio_video_v2 by default. Only fall back to seedance_2_0
when (1) the primary model is unavailable, (2) the user needs a duration longer than 12 seconds,
(3) the user needs the noir, drama, or epic genre tags, or (4) the user needs audio or
video media roles. If switching, inform the user of what they trade off. Never switch silently.
MODEL-06 directive: If a parameter is rejected at generation time, call
higgsfield:models_explore with the target model name to re-verify the live schema. The live
catalog is the authoritative source — never guess parameter values. Full parameter tables:
references/model-specs.md.
Per-platform aspect ratio quick rule
Vertical 9:16 for TikTok / Reels / Shorts, 16:9 for YouTube and widescreen, 1:1 for
Instagram feed, 3:4 for portrait/magazine editorial. Note: cinematic_studio_video_v2 caps
at 12 s — not 15 s. Full per-platform recommendation table:
references/model-specs.md.
Still-image path (MODEL-05)
For a lookbook still or mood-board frame before committing to video, route to soul_cinematic
via higgsfield:generate_image. This still-image model supports quality values 1.5k and 2k
(maximum quality is 2k — there is no 4k for this model). Aspect ratios: 1:1, 4:3, 3:4,
16:9, 9:16, 3:2, 2:3, 21:9. Optionally attach a soul_id to maintain character
identity across stills. After generating the still, pass it as a start_image reference to
cinematic_studio_video_v2 to carry the established composition into video. Full parameter
table: references/model-specs.md.
Prompt-building workflow
-
Gather intent — Confirm with the user: fashion category (luxury, streetwear, editorial, etc.), garment description (color, fabric, silhouette), model direction (walk type, attitude, expression), environment, lighting, target platform, aspect ratio, and desired duration.
-
Select model — Apply the routing table above. Choose
cinematic_studio_video_v2by default withgenre: intimatefor editorial/luxury orgenre: spectaclefor campaign launches; selectseedance_2_0only when a routing trigger applies; route still requests tosoul_cinematic. -
Build the prompt — Use the craft principles in the references below:
- Opening hook (2-second attention-capture technique) from references/hooks.md
- Fashion styling, wardrobe direction, model direction, lighting, movement language from references/styling.md
- Worked example prompts by category and platform from references/examples.md
-
Present for review — Show the assembled prompt and all parameters to the user for review and refinement before any generation call. The user must approve the prompt text, model, genre, aspect ratio, and duration.
Opt-in generation
Generation costs Higgsfield credits and requires explicit user confirmation before any generate call is made. This skill never auto-generates.
Full step-by-step flow (confirmation gate, balance/cost surface,
generate → poll → display):
../../shared/generation-flow.md
This skill's primary model: cinematic_studio_video_v2
Media upload: Conditional — only when the user supplies a start_image or end_image
reference for image-to-video. This skill is NOT a mandatory-I2V skill; T2V is the default
path. When the user provides a reference image, run the higgsfield:media_upload →
higgsfield:media_confirm atomic pair before generating.
Tool signatures: ../../shared/mcp-tools.md
Reference materials
| File | Contents |
|---|---|
| references/model-specs.md | Per-model parameter tables, aspect ratios, durations, routing rationale, and re-verify directive for cinematic_studio_video_v2 (3–12 s max), seedance_2_0, and soul_cinematic |
| references/styling.md | Fashion styling philosophy, model direction keywords, fabric showcase techniques, lighting library, location settings, outfit change transitions, and category guide |
| references/hooks.md | 2-second hook framework, 12 hook techniques with prompt phrasing templates, and hook stacking guidance |
| references/examples.md | Master template, 5 worked example prompts by fashion category and platform, and a soul_cinematic still-image workflow example |