ClaudSkills / Science & Research / research-methods

Paper Writing Bench

Quality score: 70/100 · Category: Science & Research · Sub-category: research-methods

Reverse-engineer raw materials (Sparse idea, Dense idea, experimental log) from an existing AI research paper to build a benchmark case for evaluating paper-writing pipelines. Replicates the PaperWritingBench dataset construction procedure from arXiv:2604.05018 §3 / App. C. TRIGGER when the user asks to "build a benchmark case from this paper", "reverse-engineer raw materials", or "evaluate my pipeline against PaperWritingBench".

What this skill does

Paper Writing Bench 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/paper-writing-bench/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Paper Writing Bench 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/paper-writing-bench
curl -L https://claudskills.com/skills/paper-writing-bench/SKILL.md \
  -o ~/.claude/skills/paper-writing-bench/SKILL.md

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

Skills live at ~/.claude/skills/paper-writing-bench/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\paper-writing-bench\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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