ClaudSkills / Science & Research / science-misc

Goldfish ML

Q: What is a Claude Code skill and how does the Goldfish ML 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. Goldfish ML is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Science & Research · Sub-category: science-misc · Last updated: 2026-06-13

This skill should be used when working with Goldfish ML, an MCP server for AI-driven machine learning experimentation. Use this skill for workspace management, pipeline execution, data registry operations, and provenance tracking. Goldfish provides a suite of master tools for efficient ML workflows.

From the source SKILL.md

This skill enables effective use of Goldfish ML, an MCP server that transforms Claude into an ML experimentation agent with full provenance tracking, reproducibility, and infrastructure abstraction.

What this skill does

Goldfish ML is a community-contributed Claude Code skill in the science-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/goldfish-ml/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Goldfish ML 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 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/goldfish-ml
curl -L https://claudskills.com/skills/goldfish-ml/SKILL.md \
  -o ~/.claude/skills/goldfish-ml/SKILL.md

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

Skills live at ~/.claude/skills/goldfish-ml/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\goldfish-ml\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 Goldfish ML Claude Code skill?

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

What does the Goldfish ML 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 Goldfish ML skill?

Use Goldfish ML when your Claude Code task falls under the Science & Research category — specifically in the science misc 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 Goldfish ML" or describe the task and let Claude pick). Browse related skills at /category/science/.

What is a Claude Code skill and how does the Goldfish ML 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. Goldfish ML 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

Source: https://github.com/lukacf/goldfish/blob/d7add77218dc42d20157b7e8d1f82a9796105a87/.claude/skills/goldfish-ml/SKILL.md
License: AGPL-3.0
Author: lukacf

Cite this skill

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

APA

lukacf. (2026). Goldfish ML [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/goldfish-ml/

BibTeX

@misc{goldfish-ml-2026,
  author    = {lukacf},
  title     = {Goldfish ML [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/goldfish-ml/}
}

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Badge

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