Drop a single SKILL.md into your OpenClaw workspace and your AI agent can swap outfits on any photo — from either a garment image or a text prompt. Works across WhatsApp, Telegram, Discord, and Claude Code. Powered by the Looksy Clothes Swap API — 2 credits per call, flat pricing.
OpenClaw skills are channel-agnostic — install once, use everywhere your agent lives.
User sends a person photo + a garment photo → agent generates a try-on in ~30s. Best when the exact outfit image exists.
User sends a person photo + describes the outfit in words ("red floral summer dress") → same 30s result. Best for chat-first UX.
Skill prompts the user to set LOOKSY_API_KEY and handles 401 / 402 gracefully.
Both modes cost the same. Failed calls never charge. Your agent reports usage after each run.
The skill ships as a single SKILL.md — no binaries, no Docker, no hidden dependencies.
Save the manifest into your OpenClaw workspace skills folder, or drop it into any ClawHub-compatible agent.
Most OpenClaw setups resolve skills in this priority order: workspace → managed → bundled. Put it in ~/.openclaw/skills/looksy-clothes-swap/ so you have full control.
# option A: manual
mkdir -p ~/.openclaw/skills/looksy-clothes-swap
mv ~/Downloads/SKILL.md ~/.openclaw/skills/looksy-clothes-swap/
# option B: clawhub
clawhub install looksy-clothes-swap
Export LOOKSY_API_KEY in the environment your OpenClaw process sees. Keys live on the Monthly or Yearly plan — the Weekly plan does not include API access.
LOOKSY_API_KEY=sk_live_xxxxxxxxxxxxxxxx
Start a fresh OpenClaw session so the new skill loads. Then just describe what you want — the agent will discover the skill automatically.
# Any of these phrasings trigger the skill
# Mode A — image-to-image (with garment photo)
> try this saree on her [person.jpg] [saree.jpg]
> swap his shirt for this [person.jpg] [shirt.jpg]
# Mode B — image-to-prompt (described in words)
> put her in a red floral summer dress [person.jpg]
> show me in a navy blazer with jeans [me.jpg]
> make her wear a black cocktail dress [user.png]
Standard format. Works in OpenClaw, ClawHub, and Claude Code. Here's the header and opening instructions.
--- name: looksy-clothes-swap description: Generate photorealistic virtual try-on images by swapping outfits onto any person photo using the Looksy AI Clothes Swap API. Supports two modes — image-to-image (person + garment photo) and image-to-prompt (person + text description)... license: MIT version: 1.1.0 homepage: https://looksyai.in/openclaw/clothes-swap source: https://looksyai.in/api/clothes-swap --- # Looksy Clothes Swap Skill for OpenClaw ## Two modes (both cost 2 credits) ### Mode A — image-to-image person_image_url + clothing_image_url Use when the user sent a photo of the garment. ### Mode B — image-to-prompt person_image_url + prompt Use when the user described the outfit in words. Example: "red floral summer dress with white sneakers". ## When to trigger this skill - "Try this [dress / saree / bikini] on me" - "Put her in a [red dress / blue blazer / suit]" - "Swap / change / replace the clothes in this photo" - "Show me wearing this [outfit from URL]" - "Virtual try-on", "outfit changer", "see myself" ## Authentication - LOOKSY_API_KEY — required. Obtain from the user's **Looksy Monthly or Yearly** plan dashboard. ...
Full file covers intents, error codes, rate limits, async mode, safety policy, and attribution.
Here's what happens after you install the skill and your user asks for a try-on.
Skills live above the channel — install once, ship to all your surfaces at the same time.
Give your bot instant virtual try-on. Users send two photos, get a result back in the same chat.
Run a styling channel where community members can drop outfits and see them on model references.
Developers building agents can call the same skill directly from Claude Code or any OpenClaw-compatible runtime.
OpenClaw is an open-source gateway for AI agents. Skills are modular capability add-ons described in a SKILL.md file — install one and your agent learns a new ability, available across every channel OpenClaw connects to (WhatsApp, Telegram, Discord, Slack, Claude Code). This skill adds virtual try-on.
Download the SKILL.md from this page, drop it in ~/.openclaw/skills/looksy-clothes-swap/ (or run clawhub install looksy-clothes-swap), export LOOKSY_API_KEY, then restart your OpenClaw session.
Image-to-image sends clothing_image_url — best when the user or your app already has a photo of the exact outfit (product shot, supplier image, flat-lay). Image-to-prompt sends prompt — best for chat-first UX where users describe the outfit in words like "red floral summer dress". Both cost the same 2 credits and produce the same photorealistic result. The skill picks the right mode automatically based on whether the user sent a garment image or just text.
Yes. The SKILL.md format (YAML frontmatter + Markdown body with name and description fields) is the same across OpenClaw, ClawHub, and Claude Code, so the same file works in all three without modification.
The skill is free (MIT licensed). The underlying Looksy Clothes Swap API costs 2 credits per successful request, drawn from your Monthly or Yearly plan. Failed calls (auth errors, safety blocks, unreadable input) never charge credits.
Only the Monthly ($9.99/mo) and Yearly ($89.99/yr) plans include API access. The Weekly plan is app-only. Upgrade from the Looksy dashboard to receive an API key.
Yes. The skill expects public URLs for person_image_url and clothing_image_url — your OpenClaw connector should upload WhatsApp attachments to your media host and pass the resulting URL.
The API returns HTTP 403 with content_blocked. The skill instructs the agent to apologize politely and ask for a different image. No credits are charged.
Re-download the latest SKILL.md from this page (or run clawhub update looksy-clothes-swap). Version metadata in the frontmatter helps OpenClaw detect changes.
Yes — it's MIT-licensed. Fork the SKILL.md, tweak the instructions for your brand voice or locale, and re-publish. You can also add bonus sections (e.g. region-specific outfit templates).
See looksyai.in/api/clothes-swap — the SKILL.md links to it and your agent will follow those pointers when the user asks for documentation.
One file. MIT license. Works in every OpenClaw channel. Pay only for what your users actually try on — 2 credits per call on the Monthly or Yearly plan.