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ClaudSkills / Science & Research / science-misc

Skillify Decision Guide

Category: Science & Research  ·  Sub-category: science-misc  ·  Last updated:
Decision criteria for when to extract content into skills vs keep inline, and when to amplify terse instructions via research. Use this skill when running /skillify, when deciding what makes a good extraction candidate, or when evaluating amplification opportunities. Triggers: "should I extract", "extraction criteria", "amplification criteria", "what to keep inline", "skillify decision", "good extraction candidate".

From the source SKILL.md

Criteria for extraction, amplification, and inline retention decisions.

What this skill does

Skillify Decision Guide 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/skillify-decision-guide/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Skillify Decision Guide 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 69,000+ 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/skillify-decision-guide
curl -L https://claudskills.com/skills/skillify-decision-guide/SKILL.md \
  -o ~/.claude/skills/skillify-decision-guide/SKILL.md

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

Skills live at ~/.claude/skills/skillify-decision-guide/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\skillify-decision-guide\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.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Attribution & license

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

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