Muapi Ad Creative
- 1.5k installs
- 4k repo stars
- Updated August 4, 2026
- samuraigpt/generative-media-skills
muapi-ad-creative is a generative-media skill that calls MUAPI to produce hero images, ad copy variations, and platform crops for developers running paid campaigns on Meta, Google Display, and LinkedIn.
About
muapi-ad-creative is a generative-media skill at version 1.0.0 that generates a full ad creative set through the MUAPI service. Required inputs include product_or_service and target_audience text fields so the pipeline knows what to advertise and whom to reach. Outputs include a hero image, multiple ad copy variations, and platform-optimized crops sized for Meta, Google Display, and LinkedIn. Developers reach for it when they need rapid creative iteration for performance marketing without hand-designing every format. The skill accepts license terms and structures generation as a single callable workflow inside Claude Code agent sessions.
- Generates multiple ad creative variants from a single product prompt
- Optimized for Facebook, Google, and Instagram ad formats
- Returns ready-to-use headlines, body text, and image prompts
- Supports A/B testing sets in one API call
- Integrates directly with Claude, Cursor, and custom agents
Muapi Ad Creative by the numbers
- 1,549 all-time installs (skills.sh)
- +172 installs in the week ending Aug 5, 2026 (Skillselion tracking)
- Ranked #191 of 1,335 Generative Media skills by installs in the Skillselion catalog
- Data as of Aug 5, 2026 (Skillselion catalog sync)
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| Installs | 1.5k |
|---|---|
| repo stars | ★ 4k |
| Last updated | August 4, 2026 |
| Repository | samuraigpt/generative-media-skills ↗ |
How do you generate multi-platform ad creatives with AI?
Instantly generate high-converting ad creatives and marketing copy variations using the MUAPI service.
Who is it for?
Developers or marketers who need MUAPI-generated ad sets with platform-specific crops and copy variants from structured inputs.
Skip if: Organic SEO article drafting or codebase documentation where display ad formats and MUAPI image generation are irrelevant.
When should I use this skill?
User asks to generate ad creatives, marketing copy variations, or platform-specific ad images via MUAPI.
What you get
Hero ad image, ad copy variations, and platform-optimized crops for Meta, Google Display, and LinkedIn.
- hero ad image
- ad copy variations
- platform-specific image crops
By the numbers
- Skill version 1.0.0 targets 3 ad platforms: Meta, Google Display, and LinkedIn
Files
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:
1. Hero image — muapi image generate (model=nano-banana-pro) or muapi 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:
1. muapi image edit → 1:1 (Facebook/Instagram feed, 1080×1080) 2. muapi image edit → 9:16 (Story/Reels, 1080×1920) 3. muapi image edit → 1.91:1 (Facebook feed wide, 1200×628) 4. 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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Use muapi-ad-creative for paid display and social ad asset bundles rather than long-form SEO content generation.
FAQ
What inputs does muapi-ad-creative require?
muapi-ad-creative requires product_or_service and target_audience text fields describing what is advertised and who the campaign targets before MUAPI generates images and copy variations.
Which ad platforms does muapi-ad-creative support?
muapi-ad-creative generates platform-optimized crops for Meta, Google Display, and LinkedIn alongside a hero image and multiple ad copy variations through the MUAPI service.