muapi-ad-creative
samuraigpt/generative-media-skills
Generate platform-optimized ad creatives with hero image, copy variations, and format-specific crops for Meta, Google, and LinkedIn.
What is muapi-ad-creative?
This skill generates a complete ad creative set for paid advertising campaigns. It produces a hero image, three ad copy variations, and platform-optimized crops (1:1, 9:16, 1.91:1 formats) tailored for Meta, Google Display, and LinkedIn, with user approval between phases.
- Generate hero image based on product, audience, campaign goal, and tone
- Create three ad copy variations (problem-aware, benefit-led, social proof) with headlines, body text, and CTAs
- Produce platform-specific image crops for Facebook/Instagram feed, Stories/Reels, and LinkedIn
- Optimize text overlay placement recommendations for each format
- Support optional product image input for edit-based generation
How to install muapi-ad-creative
npx skills add https://github.com/samuraigpt/generative-media-skills --skill muapi-ad-creative- MUAPI_API_KEY environment variable configured (run `muapi auth configure` if needed)
- Product or service description and target audience definition
- Optional: existing product or brand image URL
How to use muapi-ad-creative
- 1.Provide product/service description, target audience, campaign goal (awareness/consideration/conversion), and desired tone
- 2.Review the generated hero image and three ad copy variations in Phase A
- 3.Select which copy variation to use for Phase B
- 4.Receive platform-optimized crops (1:1, 9:16, 1.91:1) with text overlay placement recommendations for each format
Use cases
- Create a complete ad campaign asset set for a SaaS product launch targeting startup founders
- Generate multiple creative directions for A/B testing across Meta and Google Display networks
- Produce LinkedIn-specific ad creatives for B2B lead generation campaigns
- Develop awareness-focused visual ads with minimal text for brand campaigns
- Create conversion-optimized ads with urgency messaging for time-sensitive promotions
- Marketing managers running multi-platform paid ad campaigns
- Startup founders building initial ad creative without design resources
- Digital agencies producing ads for multiple client campaigns
- E-commerce teams launching product promotions
- B2B marketers targeting professional audiences on LinkedIn
muapi-ad-creative FAQ
Provide the product image URL in the `product_image` input. Phase A will use `muapi image edit` to adapt it rather than generating from scratch.
You must approve Phase A and select a copy variation before Phase B runs. This ensures the platform crops use your preferred messaging direction.
Three options: 'awareness' (prioritizes visual impact), 'consideration' (balanced approach), and 'conversion' (emphasizes urgency and direct CTAs).
Four crops: 1:1 (1080×1080) for Facebook/Instagram feed and LinkedIn, 9:16 (1080×1920) for Stories/Reels, and 1.91:1 (1200×628) for Facebook feed wide format.
Variation A uses a problem-aware hook, Variation B leads with benefits and outcomes, and Variation C leverages social proof or urgency messaging.
Full instructions (SKILL.md)
Source of truth, from samuraigpt/generative-media-skills.
slug: muapi-ad-creative name: muapi-ad-creative version: "1.0.0" description: Generate a high-converting ad creative set — hero image, ad copy variations, and platform-optimized crops for Meta, Google Display, and LinkedIn. acceptLicenseTerms: true
Ad Creative Set
Generate a high-converting ad creative set — hero image, ad copy variations, and platform-optimized crops for Meta, Google Display, and LinkedIn.
Inputs
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
product_or_service | text | yes | — | What is being advertised (e.g. "SaaS project management tool for remote teams"). |
target_audience | text | yes | — | Who the ad is for (e.g. "startup founders aged 25–40, tech-savvy"). |
campaign_goal | text | no | awareness | Campaign objective — "awareness", "consideration", or "conversion". |
tone | text | no | professional, clean, modern | Creative tone and visual style (e.g. "bold and disruptive", "luxury minimal", "friendly and approachable"). |
product_image | image_url | no | — | Optional product or brand image URL already in the session. |
Steps
This skill has TWO phases. Phase A creates the hero concept for approval; Phase B fans out to platform formats.
Phase A — Hero image + Ad copy
Submit ONE the plan with:
- Hero image —
muapi image generate(model=nano-banana-pro) ormuapi image edit(model=nano-banana-pro-edit) if{{product_image}}is provided:- Aspect ratio: 1:1 (universal starting point).
- Prompt must capture: product/service benefit, target audience lifestyle cue, campaign tone.
- Style:
{{tone}}, advertising photography, clean background, product focus, ultra detailed, commercial quality. - Tier: quality.
After the plan executes, present the hero asset and 3 ad copy variations:
- Variation A — Problem-aware hook: "Tired of X? [Product] fixes that."
- Variation B — Benefit-led: "[Feature] → [Outcome] for [Audience]."
- Variation C — Social proof / urgency: "X teams already use [Product]." Each variation includes: Headline (6 words max), Body (20–30 words), CTA button text.
Ask which copy variation to use for Phase B. Wait for user confirmation.
Phase B — Platform crops
Once the user picks a copy direction, submit a SECOND the plan with parallel crops:
muapi image edit→ 1:1 (Facebook/Instagram feed, 1080×1080)muapi image edit→ 9:16 (Story/Reels, 1080×1920)muapi image edit→ 1.91:1 (Facebook feed wide, 1200×628)muapi image edit→ 1:1 (LinkedIn feed, same as FB)
For each crop:
- Prompt: "Reframe for [platform] ad format. Keep product/subject centered and uncropped. Maintain original palette and tone. Leave headroom/footroom for text overlays."
- All crops run in parallel.
Return one asset per format with the recommended copy overlay placement for each.
Notes
- If
campaign_goalis "conversion", emphasize urgency and direct CTA in copy. - If
campaign_goalis "awareness", prioritize visual impact over text density. - Reference
product_imagevia$nX.urlsyntax in Phase B nodes to ensure consistency. - Do NOT auto-confirm Phase B without user picking a copy variation.
Trigger Keywords
ad creative, advertisement, facebook ad, meta ad, google ad, linkedin ad, paid ad, ad banner, display ad
Notes for the Executing Agent
- This recipe is LLM-orchestrated: read each phase, gather any missing inputs from the user, then call
muapiCLI commands. Usemuapi auth configurefirst ifMUAPI_API_KEYis unset. - For model IDs without a CLI alias yet, fall back to the raw endpoint via
curl -X POST https://api.muapi.ai/api/v1/<endpoint> -H "x-api-key: $MUAPI_API_KEY" -H 'content-type: application/json' -d '{...}'and poll withmuapi predict wait <request_id>. - Substitute
{{input_name}}placeholders with the user's actual inputs before issuing each call.
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