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Muapi Ugc Ads Workflow

  • 568 installs
  • 4k repo stars
  • Updated August 4, 2026
  • samuraigpt/generative-media-skills

muapi-ugc-ads-workflow is a MuAPI generative-media agent skill that merges selfie and product photos into a scripted 9:16 UGC video ad for developers who need short-form influencer-style product creatives via muapi.ai.

About

muapi-ugc-ads-workflow is a version 1.0.0 recipe in Generative-Media-Skills for TikTok, Reels, and Shorts-style product ads. Phase A uses muapi image edit with gpt-image-2-text-to-image to fuse human_image and product_image into a candid 9:16 UGC still for user approval. Phase B researches product_name benefits, drafts a timestamped influencer script, then submits an image-to-video plan with sd-2-omni-reference or veo3.1-image-to-video using lifestyle vlog prompts. The skill returns the final vertical video plus the written script for optional voiceover or lipsync follow-up. Developers reach for muapi-ugc-ads-workflow when automating UGC ad pipelines inside coding agents rather than manual CapCut or agency production workflows.

  • muapi-ugc-ads-workflow

Muapi Ugc Ads Workflow by the numbers

  • 568 all-time installs (skills.sh)
  • +47 installs in the week ending Aug 5, 2026 (Skillselion tracking)
  • Ranked #735 of 4,347 Backend & APIs skills by installs in the Skillselion catalog
  • Data as of Aug 5, 2026 (Skillselion catalog sync)
npx skills add https://github.com/samuraigpt/generative-media-skills --skill muapi-ugc-ads-workflow

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Listed on Skillselion
Installs568
repo stars4k
Last updatedAugust 4, 2026
Repositorysamuraigpt/generative-media-skills

How do you generate UGC product video ads with AI?

Use muapi-ugc-ads-workflow for development tasks

Who is it for?

Developers automating short-form ecommerce ad production who have influencer and product images and want scripted 9:16 UGC videos through muapi pipelines.

Skip if: Developers who need broadcast-quality long-form ads, licensed talent contracts, or video generation without human and product reference images.

When should I use this skill?

The user asks for a UGC ad, influencer product video, or combined selfie-plus-product short-form creative with muapi.

What you get

Combined UGC still image, timestamped video script, and 9:16 animated product ad video file.

  • UGC fusion still
  • Timestamped ad script
  • 9:16 video ad

By the numbers

  • Skill version 1.0.0
  • Produces 9:16 vertical UGC video ads with timestamped scripts
  • Generative-Media-Skills repo ships 41 workflow recipes

Files

SKILL.mdMarkdownGitHub ↗

✏️ MuAPI Media Editing & Enhancement

Advanced editing and enhancement operations for images and videos.

Apply AI-powered edits, enhancements, and effects to existing media. Supports prompt-based editing with Flux Kontext, GPT-4o, and Midjourney, plus one-click operations like upscaling and background removal.

Available Scripts

ScriptDescription
edit-image.shPrompt-based image editing (Flux Kontext, GPT-4o, Midjourney, Qwen, and more)
enhance-image.shOne-click operations: upscale, background removal, face swap, colorize, Ghibli style, product shots
lipsync.shSync video lip movement to audio (Sync Labs, LatentSync, Creatify, Veed)
video-effects.shVideo/image effects: Wan AI, face swap, dance, dress change, Luma modify/reframe

Quick Start

# Edit an image with a prompt
bash edit-image.sh --image-url "https://..." --prompt "add sunglasses" --model flux-kontext-pro

# Upscale an image
bash enhance-image.sh --op upscale --image-url "https://..."

# Remove background
bash enhance-image.sh --op background-remove --image-url "https://..."

# Lipsync a video
bash lipsync.sh --video-url "https://..." --audio-url "https://..." --model sync

# Apply dance effect
bash video-effects.sh --op dance --image-url "https://..." --audio-url "https://..."

Common Flags

All scripts support: --async, --json, --timeout N, --help

Requirements

  • MUAPI_KEY environment variable (set via core/platform/setup.sh)
  • curl, jq, python3

Related skills

How it compares

Choose muapi-ugc-ads-workflow for scripted selfie-plus-product short ads when full production crews or long-form commercial editing are unnecessary.

FAQ

What images does muapi-ugc-ads-workflow need?

muapi-ugc-ads-workflow expects product_name plus human_image and product_image URLs when available. If either image is missing, the agent should request uploads or offer generation before Phase A fusion runs.

What aspect ratio does muapi-ugc-ads-workflow target?

muapi-ugc-ads-workflow targets 9:16 vertical output for TikTok, Reels, and Shorts. Phase A fusion and Phase B image-to-video both keep the vertical UGC framing.

Backend & APIsbackendintegrations

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