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Research Quality Audit

Category: Science & Research  ·  Sub-category: research-methods  ·  Last updated:
type:audit
Audit research corpus for shallow stubs, incomplete sections, missing source files, and doc depth issues. Detects docs written from abstracts rather than full papers and optionally auto-dispatches expansion agents.

From the source SKILL.md

Audit the research corpus for shallow stubs, incomplete documentation, and missing source files. Detects analysis docs written from abstracts alone (the root cause of the 88-stub incident) and reports doc depth metrics across the corpus.

What this skill does

Research Quality Audit is a community-contributed Claude Code skill in the research-methods sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/research-quality-audit/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Research Quality Audit 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 70,000+ 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/research-quality-audit
curl -L https://claudskills.com/skills/research-quality-audit/SKILL.md \
  -o ~/.claude/skills/research-quality-audit/SKILL.md

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

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

See pricing → Download desktop app

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
ClaudSkills. (2026). Research Quality Audit [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/research-quality-audit/
BibTeX
@misc{research-quality-audit-2026,
  author    = {ClaudSkills},
  title     = {Research Quality Audit [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/research-quality-audit/}
}

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Browse all Science & Research skills in the ClaudSkills registry, or explore these other picks from the same category:

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