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Ms Spectra Inference With Neural Networks

Category: Science & Research  ·  Sub-category: ml-research  ·  Last updated:
lang:python
Use when you have MGF or native MS/MS arrays (mz_array, intensity_array, precursor_mz, adduct) and want to predict the most likely molecular formula. The input spectra must include required MGF fields (TITLE, PRECURSOR_MZ, PRECURSOR_TYPE, COLLISION_ENERGY) or equivalent Python API parameters.
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About this skill (catalog notes)

Ms Spectra Inference With Neural Networks 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 1,001 words, in the catalog's typical mid-range.

Source
holobiomicslab.cnrs.fr
License
Apache-2.0
Original author
HolobiomicsLab
Indexed lastmod
Catalog position
Science & Research · ml-research
Indexed related skills
10

How Ms Spectra Inference With Neural Networks fits the catalog

Ms Spectra Inference With Neural Networks sits in the Science & Research category under the ml-research 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

Ms Spectra Inference With Neural Networks is a community-contributed Claude Code skill in the ml-research sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/ms-spectra-inference-with-neural-networks/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when you have MGF or native MS/MS arrays (mz_array, intensity_array, precursor_mz, adduct) and want to predict the most likely molecular formula. The input spectra must include required MGF fields (TITLE, PRECURSOR_MZ, PRECURSOR_TYPE, COLLISION_ENERGY) or equivalent Python API parameters.

Who uses this skill

The Ms Spectra Inference With Neural Networks Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. 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/ms-spectra-inference-with-neural-networks
curl -L https://claudskills.com/skills/ms-spectra-inference-with-neural-networks/SKILL.md \
  -o ~/.claude/skills/ms-spectra-inference-with-neural-networks/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/ms-spectra-inference-with-neural-networks/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/ms-spectra-inference-with-neural-networks/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\ms-spectra-inference-with-neural-networks\SKILL.md on Windows. See the full install guide for step-by-step instructions.

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📱 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

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Frequently asked questions

How do I install the Ms Spectra Inference With Neural Networks Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/ms-spectra-inference-with-neural-networks/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Ms Spectra Inference With Neural Networks skill do?
Use when you have MGF or native MS/MS arrays (mz_array, intensity_array, precursor_mz, adduct) and want to predict the most likely molecular formula. The input spectra must include required MGF fields (TITLE, PRECURSOR_MZ, PRECURSOR_TYPE, COLLISION_ENERGY) or equivalent Python API parameters.
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 Ms Spectra Inference With Neural Networks skill?
Use Ms Spectra Inference With Neural Networks when your Claude Code task falls under the Science & Research category — specifically in the ml research 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 Ms Spectra Inference With Neural Networks" or describe the task and let Claude pick). Browse related skills at /category/science/.
What is a Claude Code skill and how does the Ms Spectra Inference With Neural Networks 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. Ms Spectra Inference With Neural Networks is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research 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). Ms Spectra Inference With Neural Networks [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/ms-spectra-inference-with-neural-networks/
BibTeX
@misc{ms-spectra-inference-with-neural-networks-2026,
  author    = {HolobiomicsLab},
  title     = {Ms Spectra Inference With Neural Networks [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/ms-spectra-inference-with-neural-networks/}
}

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