ClaudSkills / Science & Research / research-methods

Research Refine

Quality score: 70/100  ·  Category: Science & Research  ·  Sub-category: research-methods
ai:openaitype:review
Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.4 review. Use when the user says \"refine my approach\", \"帮我细化方案\", \"decompose this problem\", \"打磨idea\", \"refine research plan\", \"细化研究方案\", or wants a concrete research method that stays simple, focused, and top-venue ready instead of a vague or overbuilt idea.

What this skill does

Research Refine is a production-ready Claude Code skill (quality score 70/100) in the research-methods sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/research-refine/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when the user says \"refine my approach\", \"帮我细化方案\", \"decompose this problem\", \"打磨idea\", \"refine research plan\", \"细化研究方案\", or wants a concrete research method that stays simple, focused, and top-venue ready instead of a vague or overbuilt idea.

Who uses this skill

The Research Refine 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/research-refine
curl -L https://claudskills.com/skills/research-refine/SKILL.md \
  -o ~/.claude/skills/research-refine/SKILL.md

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

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