ClaudSkills / Science & Research / research-methods

Doc Research Improvements

Q: What is a Claude Code skill and how does the Doc Research Improvements 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. Doc Research Improvements 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

ai:openai

Research-driven critique and enhancement of Amelia architecture or ideas docs. Use with GPT-5.2 when given a design/architecture doc to analyze concepts, find sources, and propose improvements plus OSS candidates.

From the source SKILL.md

Use this skill to analyze a single doc (architecture or idea), research its referenced concepts, and propose improvements with external sources and implementation candidates.

What this skill does

Doc Research Improvements 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/doc-research-improvements/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Doc Research Improvements 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 117,000+ 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/doc-research-improvements
curl -L https://claudskills.com/skills/doc-research-improvements/SKILL.md \
  -o ~/.claude/skills/doc-research-improvements/SKILL.md

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

Skills live at ~/.claude/skills/doc-research-improvements/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\doc-research-improvements\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 Doc Research Improvements Claude Code skill?

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

What does the Doc Research Improvements 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 Doc Research Improvements skill?

Use Doc Research Improvements 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 Doc Research Improvements" or describe the task and let Claude pick). Browse related skills at /category/science/.

What is a Claude Code skill and how does the Doc Research Improvements 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. Doc Research Improvements 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/.

Cite this skill

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

APA

ClaudSkills. (2026). Doc Research Improvements [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/doc-research-improvements/

BibTeX

@misc{doc-research-improvements-2026,
  author    = {ClaudSkills},
  title     = {Doc Research Improvements [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/doc-research-improvements/}
}

Embed this skill

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Badge

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

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