# Higgsfield Fashion Lookbook

> >-

- **Type:** Skill
- **Install:** `agentstack add skill-pixelab-ch-higgsfield-skills-13-fashion-lookbook`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [pixelab-ch](https://agentstack.voostack.com/s/pixelab-ch)
- **Installs:** 0
- **Category:** [AI & ML](https://agentstack.voostack.com/c/ai-and-ml)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [pixelab-ch](https://github.com/pixelab-ch)
- **Source:** https://github.com/pixelab-ch/higgsfield-skills/tree/main/skills/13-fashion-lookbook

## Install

```sh
agentstack add skill-pixelab-ch-higgsfield-skills-13-fashion-lookbook
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# 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](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](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](references/model-specs.md).

---

## Prompt-building workflow

1. **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.

2. **Select model** — Apply the routing table above. Choose `cinematic_studio_video_v2` by
   default with `genre: intimate` for editorial/luxury or `genre: spectacle` for campaign
   launches; select `seedance_2_0` only when a routing trigger applies; route still requests
   to `soul_cinematic`.

3. **Build the prompt** — Use the craft principles in the references below:
   - Opening hook (2-second attention-capture technique) from
     [references/hooks.md](references/hooks.md)
   - Fashion styling, wardrobe direction, model direction, lighting, movement language from
     [references/styling.md](references/styling.md)
   - Worked example prompts by category and platform from
     [references/examples.md](references/examples.md)

4. **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`](../../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`](../../shared/mcp-tools.md)

---

## Reference materials

| File | Contents |
|---|---|
| [references/model-specs.md](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](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](references/hooks.md) | 2-second hook framework, 12 hook techniques with prompt phrasing templates, and hook stacking guidance |
| [references/examples.md](references/examples.md) | Master template, 5 worked example prompts by fashion category and platform, and a soul_cinematic still-image workflow example |

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [pixelab-ch](https://github.com/pixelab-ch)
- **Source:** [pixelab-ch/higgsfield-skills](https://github.com/pixelab-ch/higgsfield-skills)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-pixelab-ch-higgsfield-skills-13-fashion-lookbook
- Seller: https://agentstack.voostack.com/s/pixelab-ch
- Browse the marketplace: https://agentstack.voostack.com/browse

---
Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.