Menu

Individual skill

reference-finder

0upvotes

Automatically finds and ranks PubMed references for each sentence in scientific text; use when you need titles, DOIs, and brief recommendation reasons from the PubMed E-utilities API.

scientific-skills/Evidence Insight/reference-finder/SKILL.md

Read pinned source

Source commit 686e09dfdb45d9fa1a08664f06bb93769b3c9d91

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
No
Repository scan complete
No
Skill scan complete
No
Observed behavior
Not checked yet
Last checked
Nov 9, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
2,043
Repository last updated
Sep 17, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt
> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)

## When to Use

- You have a scientific paragraph and want suggested PubMed papers for **each sentence**.
- You need **top-ranked references** with **title, DOI, PMID, year**, and a short **why recommended** explanation.
- You are drafting or reviewing a manuscript and want quick **literature grounding** for key claims.
- You want a lightweight reference matcher that uses **only the official PubMed E-utilities API** (no third-party services).
- You need a scriptable tool for batch or CLI workflows to generate candidate citations.

## Key Features

- Sentence-level reference matching for scientific text.
- Returns the **top N (default: 3)** most relevant PubMed records per sentence.
- Outputs structured fields: **title, DOI, PMID, year, recommendation reason**.
Back to top