Agent skill · design visual · samuraigpt
muapi-ugc-lifestyle-try-on
Generate UGC-style (User Generated Content) lifestyle photos of a person wearing or using your product — authentic, relatable, social-media-native imagery.
Why this skill is useful
Adds specific commands and workflows for generating UGC-style lifestyle photos that the AI wouldn't reliably generate on its own.
What it needs
Requires muapi installed locally. Requires muapi account access. About 2k tokens when loaded. Last updated 2026-08-04. 3,990 stars on the source repository.
What this skill does
UGC Lifestyle Try-On Generate UGC-style (User Generated Content) lifestyle photos of a person wearing or using your product — authentic, relatable, social-media-native imagery. Inputs Name Type Required Default Description :--- :--- :--- :--- :--- productname text yes — The product to feature (e.g. "white oversized hoodie", "blue light blocking glasses", "leather crossbody bag"). productimage imageurl yes — Product image or photo URL to use as reference for the try-on. modeldescription text no woman, 25-30 years old, natural look, diverse Description of the model (e.g. "man, athletic build, 20s", "woman, curvy, 30s, warm skin tone"). setting text no casual lifestyle, natural lighting Scene and mood (e.g. "urban street style", "cozy home morning routine", "gym workout", "coffee shop"). platform text no instagram Target platform — "instagram", "tiktok", "pinterest", "amazon". Steps Submit the plan with TWO steps: Step 1 — Outfit/Product Try-On 1. Try-on generation — muapi image edit (model=ai-dress-change) if product is wearable clothing, otherwise muapi image edit (model=flux-kontext-pro-i2i): For clothing/wearables with ai-dress-change: Product: {{productimage}} Prompt: {{modeldescription}} wearing the product naturally in a {{setting}} environment. Authentic UGC-style photo, candid pose, natural expression. For accessories/non-clothing with flux-kontext-pro-i2i: Prompt: {{modeldescription}} using/wearing {{productname}} in a {{setting}}. The product from the reference image is clearly visible and featured. Natural UGC-style lifestyle photography, authentic candid feel. Aspect ratio: 4:5 for Instagram, 9:16 for TikTok, 2:3 for Pinterest Step 2 — UGC Lifestyle Variant 2. Lifestyle context shot — muapi image edit (model=gpt4o-edit) using the output from Step 1: Prompt: Make this look like authentic UGC content — add realistic environment context for {{setting}}, adjust lighting to feel natural and unposed, subtle film grain, candid photography style. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills samuraigpt/ugc-lifestyle-try-on