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muapi-ugc-ads-workflow

Create a User-Generated Content (UGC) video ad by combining a human selfie and a product image, then generating a video script and an animated ad.

Install / Use

npx skills add SamurAIGPT/Generative-Media-Skills --skill ugc-ads-workflow

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

82/100

Category

Automation

Supported Platforms

Universal

Our assessment of muapi-ugc-ads-workflow

muapi-ugc-ads-workflow scores 82/100 on our quality scale, 1476th of 2,035 Automation skills we index.

Its SKILL.md is 3.7 KB long, split into 7 sections and no code examples: a solid amount of guidance for an agent.

With 4,329 GitHub stars, it is one of the more widely adopted skills in the catalogue.

Substance
26/30
Structure
11/20
Description
15/15
Adoption
15/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated 19 days ago, so muapi-ugc-ads-workflow is actively maintained.
  • It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

Safety scan

Review

Our scan of the whole file found 1 pattern worth reviewing before you install muapi-ugc-ads-workflow.

  • mediumSends the output of a local command to a remote serverline 69
    …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 'con…

Automated pattern scan on 2026-09-28. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.

muapi-ugc-ads-workflow compared with similar skills

All 4 of these similar skills score higher than muapi-ugc-ads-workflow; compare them before choosing.

SkillScoreStarsUpdatedFormat
muapi-ugc-ads-workflow (this skill)by SamurAIGPT824.3k19d agoSKILL.md
Agent-Reachby Panniantong10085.9k13d agoCLAUDE.md
headroomby headroomlabs-ai10074.0k1d agoCLAUDE.md
rufloby ruvnet10073.4ktodayCLAUDE.md
crawl4aiby unclecode10084.4k3d agoMCP Server

Frequently asked questions

How do I install muapi-ugc-ads-workflow?
Run npx skills add SamurAIGPT/Generative-Media-Skills --skill muapi-ugc-ads-workflow. The install tabs above show the steps for each supported agent.
Which AI agents does muapi-ugc-ads-workflow work with?
It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
Is muapi-ugc-ads-workflow safe to use?
Our scan of the whole file found 1 pattern worth reviewing before you install muapi-ugc-ads-workflow. It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is muapi-ugc-ads-workflow still maintained?
The repository was last updated 19 days ago, so muapi-ugc-ads-workflow is actively maintained.

slug: muapi-ugc-ads-workflow name: muapi-ugc-ads-workflow version: "1.0.0" description: Create a User-Generated Content (UGC) video ad by combining a human selfie and a product image, then generating a video script and an animated ad. acceptLicenseTerms: true

UGC Ads Workflow

Create a User-Generated Content (UGC) video ad by combining a human selfie and a product image, then generating a video script and an animated ad.

Inputs

| Name | Type | Required | Default | Description | |:---|:---|:---|:---|:---| | product_name | text | yes | — | The name of the product being advertised (e.g. "Blume SuperBalm in plum"). | | human_image | image_url | no | — | A selfie or photo of the human influencer. | | product_image | image_url | no | — | A clear photo of the product. |

Steps

Phase A — Image Combination

If {{human_image}} or {{product_image}} is not provided, ask the user to upload them or offer to generate them.

Once both images are available, submit the plan with ONE step to combine them:

  1. Image Generation — muapi image edit (model=gpt-image-2-text-to-image):
    • Reference Images: Use both {{human_image}} and {{product_image}}.
    • Prompt: A natural, candid UGC-style photo of the influencer from the first reference image holding and showcasing the product from the second reference image. The influencer is smiling genuinely at the camera, holding the product up. Natural indoor lighting, lifestyle aesthetic, high quality.
    • Aspect ratio: 9:16 (vertical for TikTok/Reels/Shorts).

Present the combined image to the user for approval.

Phase B — Script & Video Generation

  1. Research & Scripting: Use your web search tools to find details about {{product_name}} to understand its key benefits.

  2. Based on the research, craft a UGC-style video script with timestamps, similar to this format:

    (0-2s) Influencer is holding the {{product_name}}, smiling genuinely to the camera. "Okay, so you know how I'm always looking for that perfect everyday product?" (2-7s) Influencer shows the product closer to the camera... "Well, I found it! This {{product_name}} is seriously so good." (7-12s) Influencer uses/applies the product. "It feels amazing and actually works." (12-15s) Influencer smiles, slightly pouts, and casually shrugs or nods in approval. "It’s totally become my go-to. You have to try it!"

  3. Video Generation: Submit the plan using an image-to-video model (e.g. sd-2-omni-reference or veo3.1-image-to-video).

    • Reference Image: The combined image from Phase A.
    • Prompt: Use the visual actions from the script you generated. For example: A UGC-style video. The influencer holds the {{product_name}}, smiling genuinely. She brings it closer to the camera to show the label, then applies it smoothly. She nods in approval and smiles. Natural movements, talking to the camera, lifestyle vlog style.
    • Aspect ratio: 9:16

After generating the video, present it along with the written script so the user can record their own voiceover or use a lipsync tool later.

Trigger Keywords

ugc ad, ugc video, influencer ad, product ad video, combine product and human


Notes for the Executing Agent

  • This recipe is LLM-orchestrated: read each phase, gather any missing inputs from the user, then call muapi CLI commands. Use muapi auth configure first if MUAPI_API_KEY is 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 with muapi predict wait <request_id>.
  • Substitute {{input_name}} placeholders with the user's actual inputs before issuing each call.

Related Skills

View on GitHub
GitHub Stars4.3k
CategoryAutomation
Updated19d ago
Forks496

Languages

Shell

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions