ClaudSkills / Science & Research / research-methods

Quality Assessment

Q: What is a Claude Code skill and how does the Quality Assessment skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Quality Assessment is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Science & Research · Sub-category: research-methods · Last updated: 2026-05-21

type:review type:debug

Automates critical appraisal and quality assessment for research papers by analyzing text against established methodological standards (such as risk of bias tools, quality checklists, or reporting guidelines) and synthesizing a structured evaluation report. Use when you need to assess the methodological quality, internal validity, or reporting completeness of any type of study—including RCTs, observational studies, systematic reviews, qualitative research, or diagnostic accuracy studies.

About this skill (catalog notes)

Quality Assessment includes explicit scope boundaries (an explicit 'when not to use' or 'out of scope' section); worked examples; at least one code block. The SKILL.md runs to about 1,111 words, in the catalog's typical mid-range.

License: MIT
Original author: aipoch
Indexed lastmod: 2026-05-21
Catalog position: Science & Research · research-methods
Indexed related skills: 10

How Quality Assessment fits the catalog

Quality Assessment sits in the Science & Research category under the research-methods sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

This skill is developed based on the scales recommended by the Latitudes Network. The workflow is as follows: Identify Study Design: First, determine the study design of the literature (Query: Study design) Recommend Quality Assessment Tool: Based on the identified study design, query and select the appropriate quality assessment tool (Query: References - Quality Assessment Tool) Complete Quality Assessment: Use the selected tool to perform the final quality assessment of the literature

What this skill does

Quality Assessment 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/quality-assessment/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when you need to assess the methodological quality, internal validity, or reporting completeness of any type of study—including RCTs, observational studies, systematic reviews, qualitative research, or diagnostic accuracy studies.

Who uses this skill

The Quality Assessment 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 119,000+ 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/quality-assessment
curl -L https://claudskills.com/skills/quality-assessment/SKILL.md \
  -o ~/.claude/skills/quality-assessment/SKILL.md

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

Skills live at ~/.claude/skills/quality-assessment/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\quality-assessment\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

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

Frequently asked questions

How do I install the Quality Assessment Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/quality-assessment/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Quality Assessment skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Quality Assessment skill?

Use Quality Assessment when your Claude Code task falls under the Science & Research category — specifically in the research methods area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Quality Assessment" or describe the task and let Claude pick). Browse related skills at /category/science/.

What is a Claude Code skill and how does the Quality Assessment skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Quality Assessment is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/aipoch/medical-research-skills
License: MIT
Author: aipoch

Cite this skill

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

APA

aipoch. (2026). Quality Assessment [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/quality-assessment/

BibTeX

@misc{quality-assessment-2026,
  author    = {aipoch},
  title     = {Quality Assessment [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/quality-assessment/}
}

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