higgsfield-creative-studio

name

higgsfield-creative-studio

description

Orchestrates GPT Image 2.0 still-image prompts and Higgsfield Marketing Studio video-ad prompts into a cohesive AI ad production workflow. Use when the user asks for a full ad asset system, still-to-video campaign package, Higgsfield ad concept, Marketing Studio prompt stack, GPT Image 2 key visual plus video prompt, UGC/video ad prompt pack, product creative system, or wants the Higgsfield and GPT Image 2 prompt directors to work together with marketing, brand, copy, or design strategy.

Higgsfield Creative Studio

Use this skill as the routing and stacking layer for AI ad assets. Keep the source prompt directors strict:

• For GPT Image 2.0 stills, load skills/gpt-image-2-director/SKILL.md and obey its output format.
• For Higgsfield Marketing Studio videos, load skills/marketing-studio-director/SKILL.md and obey its output format.
• If the user asks for a combined system, produce a compact asset package instead of forcing either source skill's single-prompt output format.
• Before any real Higgsfield generation through CLI or MCP, follow directives/higgsfield-usage-policy.md and run python3 execution/higgsfield_budget_guard.py check. After generation, log with python3 execution/higgsfield_budget_guard.py log.

Credit Guard

Default to prompt-only ideation first. Real generation is budget-gated.

• Prompt-only Creative Capsules are free and do not need user approval.
• Use the guard before any mcp__higgsfield__generate_image, mcp__higgsfield__generate_video, show_marketing_studio fetch-to-video flow, Soul-ID training, CLI higgsfield generate create, product photoshoot, or marketplace cards command.
• If the guard returns approval required, ask for explicit approval before generating.
• If the guard denies, do not generate; offer a cheaper route such as fewer variants, shorter video, prompt-only package, or next-day run.
• Client work defaults to fewer, stronger outputs. Personal work defaults to quick preview then winner selection.

Router

Choose the path from the user's request:

Request shape	Load	Output
GPT Image 2 prompt, key visual, poster, landing page mockup, infographic, product frame, storyboard still, character sheet	gpt-image-2-director	Finished GPT Image 2 prompt in the correct source-skill format
Higgsfield, Marketing Studio, UGC, Tutorial, Unboxing, Hyper Motion, Product Review, TV Spot, Wild Card, Virtual Try On, video ad prompt	marketing-studio-director	Finished Marketing Studio paragraph plus generation link
Photoreal character build, face lock, character sheet, outfit swap, persistent character	skills/banana-pro-director/SKILL.md	Higgsfield still prompt in Banana Pro grammar (18% gray flat plates, Mode 0→1→2A order)
Seedance cinematic video prompt	skills/cinema-worldbuilder-pro/SKILL.md	Block-structured Seedance prompt (@tags on Higgsfield surface only)
Full ad asset system, still-to-video pack, campaign creative kit, prompt stack	This skill + both source skills as needed	Strategy notes, still prompt, video prompt, QA checklist
User asks to actually render/generate/show result	This skill + Higgsfield MCP/CLI bridge	Guarded preview/final generation with logged credit use

Disambiguation: Higgsfield GPT-2 (face-fidelity image model, credit-heavy — banana-pro-director's escalation path) ≠ OpenAI GPT Image 2 (gpt-image-2-director — layout/typography king, weak faces).

Tool Routing

• Use MCP for in-app widgets, Marketing Studio library/fetch, Soul-ID list/status/training flows, job display, and direct image/video generation when the user benefits from UI.
• Use CLI for local files, account/credit checks, higgsfield generate cost, product photoshoot backend enhancement, marketplace cards, and repeatable batch workflows.
• For CLI-supported model generation, run higgsfield generate cost ... first and pass that credit estimate to the guard.
• For product photoshoot, marketplace, Soul-ID, or MCP generation where exact preflight cost is unavailable, use the conservative operation estimates in .agent/higgsfield-usage.json.

Stacking Order

Use only the stack layers needed for the request.

1. Strategy: Load skills/luke-iha-creative-strategy/SKILL.md for audience, angle, offer, and what-to-say clarity. Load skills/greg-hoffman-brand-mastery/SKILL.md instead when the request is campaign-level, brand-level, or emotional-positioning-led.
2. Copy: Load skills/luke-iha-copy-blocks/SKILL.md when hooks, spoken UGC lines, captions, CTAs, or ad beat language matters.
3. Visual Direction: Load skills/creative-direction/SKILL.md for art direction, mood, platform prompt QA, storyboarding, and visual coherence.
4. Prompt Production: Load gpt-image-2-director for stills and marketing-studio-director for videos.
5. Design QA: Load skills/satori-graphics-design-mastery/SKILL.md for visual communication, layout flow, anti-AI-slop, and message clarity. Use skills/jack-roberts-design-mastery/SKILL.md when the output must align to a reusable design system or multi-format brand package.

Combined Asset Package

When the user asks for both still and video outputs, return:

## Strategy Spine
[1-3 bullets: audience, angle, emotional target]

## Key Visual Prompt
[GPT Image 2.0 prompt. Use a fenced code block and preserve the source skill's JSON/prose/meta-prompt rules.]

## Marketing Studio Prompt
[One flowing paragraph, then blank line, then the Generate link exactly as required by marketing-studio-director.]

## QA Pass
[3-5 checks covering product fidelity, avatar fidelity if applicable, visual hierarchy, brand consistency, and ad clarity.]

## Preview Recommendation
[One guarded first render recommendation: operation, count, duration/resolution if video, and why this is the lowest useful preview.]

Do not add the package wrapper when the user asked only for a single GPT Image 2.0 prompt or a single Marketing Studio prompt. In those cases, follow the source skill's output format exactly.

Image Reference Handling

If product or avatar images are attached:

• Preserve the Marketing Studio fidelity rules: exact product packaging, color, logo placement, proportions, avatar face/build, and user-specified wardrobe.
• Pass image references through with <<<image_n>>> labels when writing Marketing Studio prompts.
• Do not infer unsupported product claims from images.
• Do not use age markers for avatars.

Quality Gate

Before responding, check:

• The request was routed to the correct source prompt director.
• Any user-specified camera, preset, product, avatar, dialogue, dimensions, or layout requirements survived into the final prompt.
• Combined packages include both still and video prompts only when requested or clearly useful.
• Strict source output formats remain intact for single-prompt requests.
• Any real generation has a guard check and a post-generation log plan.

Execution Prompts (structure-pure v2)

2 deterministic practitioner prompts — each carries an Output Contract, Output Skeleton, and Quality Gate. When a deliverable matches one, Read it and honor its contract instead of improvising the output shape.

• Higgsfield Creative Studio — Combined Asset Package — skills/higgsfield-creative-studio/references/prompts-v2/combined-asset-package.md
• Higgsfield Creative Studio — Guarded Generation Request — skills/higgsfield-creative-studio/references/prompts-v2/guarded-generation-request.md