Multimodal Embedding Generator

Q: What is a Claude Code skill and how does the Multimodal Embedding Generator skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Multimodal Embedding Generator is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Dev Tools category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Dev Tools · Sub-category: scaffolders · Last updated: 2026-06-08

ai:rag type:generator

Generate cross-modal embeddings with CLIP, SigLIP, and ImageBind for text-image-audio search. Activate on: multimodal search, text-to-image search, cross-modal embeddings, CLIP embeddings, visual search. NOT for: text-only embeddings (ai-engineer), image classification (computer-vision-pipeline).

About this skill (catalog notes)

Multimodal Embedding Generator includes pricing or quota commentary; at least one code block. The SKILL.md runs to about 695 words, in the catalog's typical mid-range.

Original author: curiositech
Indexed lastmod: 2026-06-08
Catalog position: Dev Tools · scaffolders
Indexed related skills: 10

How Multimodal Embedding Generator fits the catalog

Multimodal Embedding Generator sits in the Dev Tools category under the scaffolders sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

Generate unified embeddings across text, images, and audio using CLIP, SigLIP, and ImageBind for cross-modal retrieval and search.

What this skill does

Multimodal Embedding Generator is a community-contributed Claude Code skill in the scaffolders sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/multimodal-embedding-generator/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Multimodal Embedding Generator Claude Code skill is built for developers, power users, and teams automating repetitive workflows and improving developer experience. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 116,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/multimodal-embedding-generator
curl -L https://claudskills.com/skills/multimodal-embedding-generator/SKILL.md \
  -o ~/.claude/skills/multimodal-embedding-generator/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/multimodal-embedding-generator/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/multimodal-embedding-generator/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\multimodal-embedding-generator\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Multimodal Embedding Generator Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/multimodal-embedding-generator/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Multimodal Embedding Generator skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Multimodal Embedding Generator skill?

Use Multimodal Embedding Generator when your Claude Code task falls under the Dev Tools category — specifically in the scaffolders area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Multimodal Embedding Generator" or describe the task and let Claude pick). Browse related skills at /category/tools/.

What is a Claude Code skill and how does the Multimodal Embedding Generator skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Multimodal Embedding Generator is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Dev Tools category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/curiositech/windags-skills/blob/HEAD/skills/multimodal-embedding-generator/SKILL.md
Author: curiositech

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

curiositech. (2026). Multimodal Embedding Generator [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/multimodal-embedding-generator/

BibTeX

@misc{multimodal-embedding-generator-2026,
  author    = {curiositech},
  title     = {Multimodal Embedding Generator [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/multimodal-embedding-generator/}
}

Embed this skill

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Badge

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

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