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ClaudSkills / Science & Research / math-stats

Learn Style

Category: Science & Research  ·  Sub-category: math-stats  ·  Last updated:
Style pack from a rotoscoped clip: measure its traces and drawings into knob values and statistic bands, prove the bands against adversarial controls, and check new scenes against the pack. Use when: 'learn this style', 'make a style pack', 'extract the style from this clip', 'does my film match the style', 'check this scene against the woodcut pack', 'which statistics separate styles'. Needs a rotoscope work dir; not for copying a clip one to one.
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

Turn a rotoscoped clip into a style pack: the numbers that make the style what it is, and a check that tells whether a new film shares them. The pack holds statistics only; never copy traced geometry, source frames or the clip into it. Read [reference/statistics.md](reference/statistics.md) first: what each statistic measures, how a band is set, which statistics separate the woodcut style from a filtered near miss and from other styles, and what the check still cannot separate.

What this skill does

Learn Style is a community-contributed Claude Code skill in the math-stats sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/learn-style/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when: 'learn this style', 'make a style pack', 'extract the style from this clip', 'does my film match the style', 'check this scene against the woodcut pack', 'which statistics separate styles'. Needs a rotoscope work dir; not for copying a clip one to one.

Who uses this skill

The Learn Style 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 213,000+ 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/learn-style
curl -L https://claudskills.com/skills/learn-style/SKILL.md \
  -o ~/.claude/skills/learn-style/SKILL.md

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

Skills live at ~/.claude/skills/learn-style/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\learn-style\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.

See pricing → Download desktop app

Frequently asked questions

How do I install the Learn Style Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/learn-style/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Learn Style skill do?
Style pack from a rotoscoped clip: measure its traces and drawings into knob values and statistic bands, prove the bands against adversarial controls, and check new scenes against the pack. Use when: 'learn this style', 'make a style pack', 'extract the style from this clip', 'does my film match the style', 'check this scene against the woodcut pack', 'which statistics separate styles'. Needs a rotoscope work dir; not for copying a clip one to one.
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 Learn Style skill?
Use Learn Style when your Claude Code task falls under the Science & Research category — specifically in the math stats 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 Learn Style" or describe the task and let Claude pick). Browse related skills at /category/science/.
What is a Claude Code skill and how does the Learn Style 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. Learn Style 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
melodic-software. (2026). Learn Style [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/learn-style/
BibTeX
@misc{learn-style-2026,
  author    = {melodic-software},
  title     = {Learn Style [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/learn-style/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge
[![ClaudSkills](https://claudskills.com/badge/learn-style.svg)](https://claudskills.com/skills/learn-style/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)
<script>
<script src="https://claudskills.com/embed/learn-style.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/learn-style.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Learn Style"></iframe>

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Grade A · scanned 2026-11-01 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

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More Science & Research skills

Browse all Science & Research skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Science & Research skills → Top 100 skills
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