Higgsfield Generate

Submit jobs to any Higgsfield model. Wraps the higgsfield CLI. Covers generic image/video gen and Marketing Studio (branded ads, avatars, products).

Prerequisites

higgsfield CLI installed: curl -fsSL https://raw.githubusercontent.com/higgsfield-ai/cli/main/install.sh | sh
Authenticated: higgsfield auth login

UX Rules

Be concise. No raw IDs, no JSON dumps in chat. Print result URL when ready.
No internal jargon. Don't narrate "calling higgsfield cost", "polling job".
Detect the user's language from the first message and reply in it. Technical args (--aspect_ratio 16:9) stay English.
Don't batch-ask. Pick a sane default model and ask one thing at a time only if genuinely missing.
Don't pre-estimate cost. Just submit unless the user asks.
Pass --wait to generate create so the command blocks until done and prints the result URL itself. Avoid the two-step create → wait pattern.

Workflow — generic generation

Pick a model. Practical defaults from production use:

Image:
- Brand product visual (Pinterest pin, lifestyle, hero banner, ad pack, virtual try-on) → use higgsfield-product-photoshoot instead. NOT this skill.
- Branded ad image with avatar + product (Marketing Studio shape) → Marketing Studio Image (see Marketing Studio below)
- Aesthetic UGC / fashion editorial / lifestyle character → Soul 2.0
- Cinematic still frame → Soul Cinema
- Highly characterful creative persona (text-only, distinctive) → Soul Cast
- Locations / environments / no-people scenes → Soul Location (best in class)
- Vector illustrations OR face edit + complex scene swap → Seedream 4.5
- Soul Character (reference id from higgsfield-soul) → Soul 2.0 for stills, Soul Cinema for cinematic
- Fast and cheap iteration → Z Image
- Character or cartoon-style work → Nano Banana 2; step up to Nano Banana Pro on hard cases
- Default for everything else → GPT Image 2. Graphic design, UI, banners, typography, and high-fidelity general generation.
Video:
- All advertising / commercial / branded ad video → Marketing Studio (see Marketing Studio below)
- Default all-purpose serious video (multi-shot, consistent identity, motion-heavy) → Seedance 2.0. SOTA.
- Single-plane scene without strong dynamics, cheaper than Seedance 2.0 → Kling 3.0
- Cheap clean shot without cuts → Seedance 1.5 Pro
- Cinema-grade highest fidelity → Cinema Studio Video 3.0
- Cheap with strong physics, no audio needed → Minimax Hailuo
- Fast batch / volume → Veo 3.1 Lite
For the actual --model ID to pass to higgsfield generate create, run higgsfield model list --json | jq to map display names to IDs. See references/model-catalog.md for the full table.
Pass media inputs straight to flags. Media flags accept a local file path or a UUID. CLI auto-uploads paths and auto-detects job vs upload for UUIDs. No need to pre-upload. Each model declares accepted roles (image, start_image, end_image, video, audio) — see references/media-inputs.md.
Validate quickly. If unsure of params, run higgsfield model get <jst> --json once and pass only what's needed. Use schema defaults otherwise. The server returns adjustments for non-fatal coercions (e.g. aspect_ratio=99:99 → closest match) and a structured error for invalid declared-param values.
Submit and wait in one shot. higgsfield generate create <jst> --prompt "..." [media flags] [param flags] --wait. Blocks until terminal status and prints the result URL on stdout. Tunables: --wait-timeout 20m (default 10m), --wait-interval 5s (default 3s).
Deliver. Send the URL plus a one-line summary (model, duration if video).

To inspect or rerun later, higgsfield generate list --json and higgsfield generate get <id> --json work for retrospection. higgsfield generate wait <id> is still available if you ever need to rejoin a job started without --wait.

Media flags

Flag	Use for	Models that accept it
`--image <path-or-id>`	reference image	most image models, `seedance_2_0`, `veo3`, `marketing_studio_video`
`--start-image <path-or-id>`	first frame for image-to-video transitions	`kling3_0`, `kling2_6`, `veo3_1`, `seedance_2_0`, `marketing_studio_video`
`--end-image <path-or-id>`	last frame for transitions	`kling3_0`, `seedance_2_0`, `marketing_studio_video`
`--video <path-or-id>`	reference video	`seedance_2_0`
`--audio <path-or-id>`	reference audio (lipsync, soundtrack match)	`seedance_2_0` (use this, NOT `--generate-audio`)

Each flag accepts either a local file path (auto-uploaded) or a UUID (upload id from higgsfield upload create, or a previous job id). Each model declares its own role set via MEDIA_ROLES. See references/media-inputs.md for the full table.

Common params

Flags pass through to model schema. Use higgsfield model get <jst> to discover.

higgsfield generate create gpt_image_2 --prompt "neon city at dusk" --aspect_ratio 16:9 --resolution 2k --wait
higgsfield generate create nano_banana_2 --prompt "anime character concept, expressive pose" --image ./ref.png --wait
higgsfield generate create seedance_2_0 --prompt "camera dollies in" --start-image ./first.png --duration 8 --wait
higgsfield generate create text2image_soul_v2 --prompt "..." --soul-id <soul_ref_id> --wait

For machine-readable output (chained pipelines, agent context), add --json. With --wait --json you get the final job object array. Without --wait, you get the job IDs.

Stdin prompt: echo "..." | higgsfield generate create z_image --wait.

Marketing Studio

Branded image/video gen: avatars + products + ad-style modes. Use models marketing_studio_video and marketing_studio_image.

Concepts

Avatar — presenter face. Curated preset (browse higgsfield marketing-studio avatars list) or custom (uploaded photos via higgsfield marketing-studio avatars create).
Product — brand item with title + reference images. Imported from URL (higgsfield marketing-studio products fetch --url ...) or created from uploaded images (higgsfield marketing-studio products create).
Webproduct — App Store / web page version. Auto-routes when fetching App Store URLs.

UX rules (additional)

One question per phase. Don't ask product+avatar+mode upfront.

Workflow — quick ad video

Get product.
- URL → higgsfield marketing-studio products fetch --url <url> --wait (polls until import done)
- Local images → higgsfield upload create <photo>... then higgsfield marketing-studio products create --title "..." --image <id>... Capture product id.
Pick avatar.
- Default: higgsfield marketing-studio avatars list and pick a preset matching the brand voice.
- Custom: higgsfield marketing-studio avatars create --name "..." --image <upload_id>.
Pick mode. Default ugc. Other slugs (canonical from MCP): ugc_how_to, ugc_unboxing, product_showcase, product_review, tv_spot, wild_card, ugc_virtual_try_on, virtual_try_on. See references/marketing-modes.md.

Generate (one-shot).

higgsfield generate create marketing_studio_video \
  --prompt "..." \
  --avatars '[{"id":"<avatar_id>","type":"preset"}]' \
  --product_ids '[<product_id>]' \
  --mode ugc \
  --duration 15 \
  --resolution 720p \
  --aspect_ratio 9:16 \
  --wait

Resolution is 480p or 720p. Aspect ratio is one of auto/21:9/16:9/4:3/1:1/3:4/9:16. --generate-audio true is supported here (unlike seedance_2_0). --wait blocks until done; bump --wait-timeout 30m for longer ad runs.

Deliver. URL + one-line summary (mode, duration).

Click-to-Ad shortcut (URL-driven)

When the user gives a product URL and wants a marketing video in one go:

# 1. Trigger fetch (returns the product id and starts background scrape)
higgsfield marketing-studio products fetch --url https://shop.example.com/sneakers --wait

# 2. Generate the marketing video against the same URL — backend reuses the entity
higgsfield generate create marketing_studio_video \
  --url https://shop.example.com/sneakers \
  --mode ugc \
  --duration 15 \
  --aspect_ratio 9:16 \
  --wait

Backend dedupes by URL, so repeated runs reuse the existing entity instead of re-fetching.

Workflow — marketing image

Same as above but use marketing_studio_image model:

higgsfield generate create marketing_studio_image \
  --prompt "..." \
  --aspect_ratio 1:1 \
  --resolution 2k \
  --wait

Errors

Missing required params: prompt → user gave no prompt; ask for it.
Invalid values: aspect_ratio=99:99 (allowed: ...) → bad enum; pick from allowed.
Unknown params: foo → schema doesn't accept that flag; check higgsfield model get <jst>.
Session expired → higgsfield auth login.

See references/troubleshooting.md for more.

Reference docs

Load on demand:

references/model-catalog.md — picking the right model for the task
references/prompt-engineering.md — writing prompts that work
references/media-inputs.md — image/video reference flows
references/troubleshooting.md — common errors and fixes
references/marketing-avatars.md — preset vs custom avatars
references/marketing-products.md — URL fetch vs manual product create
references/marketing-modes.md — every Marketing Studio mode

higgsfield-generate