Feature Engineer

Quality score: 70/100 · Category: Product · Sub-category: product-misc

type:integration

Comprehensive feature engineering for ML pipelines: data quality assessment, feature creation, selection, transformation, and encoding. Activates for "feature engineering", "create features", "feature selection", "data preprocessing", "handle missing values", "encode categorical", "scale features", "feature importance". Ensures features are production-ready with automated validation, documentation, and integration with SpecWeave increments.

What this skill does

Feature Engineer is a production-ready Claude Code skill (quality score 70/100) in the product-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/feature-engineer/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Feature Engineer skill is built for product managers, product designers, and cross-functional teams planning, shipping, and measuring product features. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/feature-engineer
curl -L https://claudskills.com/skills/feature-engineer/SKILL.md \
  -o ~/.claude/skills/feature-engineer/SKILL.md

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

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

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.

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Part of ClaudSkills — the open registry for Claude Code skills. · What's New · Install guide · About · llms.txt

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