ClaudSkills / Science & Research / science-misc

Topic

Quality score: 80/100  ·  Category: Science & Research  ·  Sub-category: science-misc
Research State of the Art (SOTA) literature for an Artificial Intelligence / Machine Learning (AI/ML) topic, method, or architecture. Finds relevant papers, builds a comparison table, recommends the best implementation strategy for the current codebase, and optionally produces a phased implementation plan mapped to the codebase. Delegates deep analysis to the research:scientist agent and codebase mapping to foundry:solution-architect.

What this skill does

Topic is a well-rated Claude Code skill (quality score 80/100) in the science-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/topic/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Topic skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. 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/topic
curl -L https://claudskills.com/skills/topic/SKILL.md \
  -o ~/.claude/skills/topic/SKILL.md

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

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

More Science & Research skills

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