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Spectral Peak Word Embedding Representation

Category: General  ·  Sub-category: ai-tooling  ·  Last updated:
ai:rag
Use when when you have MS/MS spectra (LC-MS or equivalent positive ionization mode data) that you intend to embed using Word2Vec or similar distributional semantic models, or when you need to prepare spectral data for training similarity models that learn peak co-occurrence patterns rather than.
Security AStatic scan found no risk patternsHow grading works ›

About this skill (catalog notes)

Spectral Peak Word Embedding Representation includes explicit scope boundaries (an explicit 'when not to use' or 'out of scope' section); worked examples; at least one code block. The SKILL.md runs to about 1,110 words, in the catalog's typical mid-range.

Source
holobiomicslab.cnrs.fr
License
Apache-2.0
Original author
HolobiomicsLab
Indexed lastmod
Catalog position
General · ai-tooling
Indexed related skills
10

How Spectral Peak Word Embedding Representation fits the catalog

Spectral Peak Word Embedding Representation sits in the General category under the ai-tooling 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.

What this skill does

Spectral Peak Word Embedding Representation is a community-contributed Claude Code skill in the ai-tooling sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/spectral-peak-word-embedding-representation/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when when you have MS/MS spectra (LC-MS or equivalent positive ionization mode data) that you intend to embed using Word2Vec or similar distributional semantic models, or when you need to prepare spectral data for training similarity models that learn peak co-occurrence patterns rather than.

Who uses this skill

The Spectral Peak Word Embedding Representation Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 146,000+ 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/spectral-peak-word-embedding-representation
curl -L https://claudskills.com/skills/spectral-peak-word-embedding-representation/SKILL.md \
  -o ~/.claude/skills/spectral-peak-word-embedding-representation/SKILL.md

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

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

Telegram

📱 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.

Frequently asked questions

How do I install the Spectral Peak Word Embedding Representation Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/spectral-peak-word-embedding-representation/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Spectral Peak Word Embedding Representation skill do?
Use when when you have MS/MS spectra (LC-MS or equivalent positive ionization mode data) that you intend to embed using Word2Vec or similar distributional semantic models, or when you need to prepare spectral data for training similarity models that learn peak co-occurrence patterns rather than.
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 Spectral Peak Word Embedding Representation skill?
Use Spectral Peak Word Embedding Representation when your Claude Code task falls under the General category — specifically in the ai tooling 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 Spectral Peak Word Embedding Representation" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Spectral Peak Word Embedding Representation 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. Spectral Peak Word Embedding Representation is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

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

APA
HolobiomicsLab. (2026). Spectral Peak Word Embedding Representation [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/spectral-peak-word-embedding-representation/
BibTeX
@misc{spectral-peak-word-embedding-representation-2026,
  author    = {HolobiomicsLab},
  title     = {Spectral Peak Word Embedding Representation [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/spectral-peak-word-embedding-representation/}
}

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Security scan

Grade A · scanned 2026-07-06 — free static scan against the OWASP Agentic Skills Top 10.

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