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ClaudSkills / Science & Research / science-misc

reference-findings-summarize

Category: Science & Research  ·  Sub-category: science-misc  ·  Last updated:
type:review
Use this agent when you need to extract and summarize key findings from scientific references that are relevant to a gene's function. This agent should be used after references have been identified in a gene review to provide detailed supporting evidence from the literature. The agent will look up cached publications and extract only the most relevant findings related to the gene's direct function, excluding irrelevant experimental details unless they directly inform gene function.
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From the source SKILL.md

You are an expert scientific literature analyst specializing in summarizing gene function-relevant findings from research publications. Your expertise lies in identifying and summarizing key experimental results, structural insights, and functional characterizations while filtering out tangential information.

What this skill does

reference-findings-summarize is a community-contributed Claude Code skill in the science-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/reference-findings-summarizer/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The reference-findings-summarize 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 115,000+ 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/reference-findings-summarizer
curl -L https://claudskills.com/skills/reference-findings-summarizer/SKILL.md \
  -o ~/.claude/skills/reference-findings-summarizer/SKILL.md

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

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

Telegram

📱 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 reference-findings-summarize Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/reference-findings-summarizer/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the reference-findings-summarize skill do?
Use this agent when you need to extract and summarize key findings from scientific references that are relevant to a gene's function. This agent should be used after references have been identified in a gene review to provide detailed supporting evidence from the literature. The agent will look up cached publications and extract only the most relevant findings related to the gene's direct function, excluding irrelevant experimental details unless they directly inform gene function.
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 reference-findings-summarize skill?
Use reference-findings-summarize when your Claude Code task falls under the Science & Research category — specifically in the science misc 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 reference-findings-summarize" or describe the task and let Claude pick). Browse related skills at /category/science/.
What is a Claude Code skill and how does the reference-findings-summarize 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. reference-findings-summarize 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

Cite this skill

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

APA
ai4curation. (2026). reference-findings-summarize [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/reference-findings-summarizer/
BibTeX
@misc{reference-findings-summarizer-2026,
  author    = {ai4curation},
  title     = {reference-findings-summarize [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/reference-findings-summarizer/}
}

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Security scan

Grade A · scanned 2026-06-13 — free static scan against the OWASP Agentic Skills Top 10.

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More Science & Research skills

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

Browse all Science & Research skills → Top 100 skills
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