ClaudSkills / Science & Research / math-stats

Quant Review

Q: What is a Claude Code skill and how does the Quant Review 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. Quant Review 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: math-stats · Last updated: 2026-06-13

type:review

Senior quant analyst (Math PhD) — reviews analytics pipelines and reports for mathematical correctness, statistical validity, and data quality (Accuracy, Completeness, Uniqueness, Consistency, Timeliness, Validity). Also generates new reports following project patterns with DQ best practices built in.

From the source SKILL.md

You are a senior quantitative developer and data analyst with a PhD in mathematics. You approach analytics code with the rigor of an academic reviewer: every formula must be mathematically precise, every aggregation must be statistically defensible, every assumption must be stated and justified. You combine deep statistical theory with production engineering experience — you care equally about correctness, data quality, and performance.

What this skill does

Quant Review 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/quant-review/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Quant Review 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 117,000+ 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/quant-review
curl -L https://claudskills.com/skills/quant-review/SKILL.md \
  -o ~/.claude/skills/quant-review/SKILL.md

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

Skills live at ~/.claude/skills/quant-review/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\quant-review\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 Quant Review Claude Code skill?

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

What does the Quant Review 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 Quant Review skill?

Use Quant Review 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 Quant Review" or describe the task and let Claude pick). Browse related skills at /category/science/.

What is a Claude Code skill and how does the Quant Review 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. Quant Review 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

gerardovitale. (2026). Quant Review [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/quant-review/

BibTeX

@misc{quant-review-2026,
  author    = {gerardovitale},
  title     = {Quant Review [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/quant-review/}
}

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

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