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PubMed Author Strategy Analysis

Fetches a researcher's PubMed record, classifies study types and author position, then charts the patterns and writes a strategy report.

Data & AnalyticsIntermediate★ 334⑂ 78AI score 9/10Last updated: Oct 5, 2026

What it does

  • Pulls an author's publication list from PubMed into a CSV via NCBI E-utilities.
  • Classifies study type (SR/MA, NHIS/claims, biobank, AI/ML, clinical trial, case report, etc.) and author position (first / last / middle) with keyword rules.
  • Produces 7 PNG charts (yearly stacked, type pie, author position, journal heatmap, topic distribution, growth curve, strategy ROI) plus analysis_report.md.
  • Optional trajectory-archetype classification (A1–A6 + composite) as an explainable, multi-label, confidence-scored heuristic with evidence PMIDs.
  • Anything PubMed metadata cannot prove (citations, venue tier, h-index, corresponding-author role) is marked [VERIFY] instead of guessed.

Who it's for

  • Grad students and postdocs sizing up a lab or advisor's publication strategy.
  • Researchers auditing their own publication portfolio with objective numbers.
  • Clinical/public-health researchers hunting for feasible meta-analysis gaps.
  • Anyone automating lightweight bibliometric reporting.

Example uses

  1. "Analyze the publication strategy of Kim DK" → CSV, 7 charts, and a strategy report.
  2. "Which meta-analysis topics are feasible with this professor?" → cross-references topic clusters and returns a prioritized MA proposal list.
  3. For common surnames, supply ORCID/initials/affiliation/year range, review candidate clusters, approve the corpus, then run the archetype classifier.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/Aperivue/medsci-skills/HEAD/skills/author-strategy/SKILL.md

What I want: (describe your task here)

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↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the skills/author-strategy folder from the GitHub repo Aperivue/medsci-skills into my ~/.claude/skills/author-strategy/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/Aperivue/medsci-skills.git && mkdir -p ~/.claude/skills && cp -r medsci-skills/skills/author-strategy ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Confirm Python 3.10+ is installed: python --version
  2. Install the dependencies: pip install biopython pandas matplotlib seaborn pyyaml
  3. Clone the repository: git clone https://github.com/Aperivue/medsci-skills.git
  4. Copy the skill into your Claude skills folder: mkdir -p ~/.claude/skills && cp -r medsci-skills/skills/author-strategy ~/.claude/skills/
  5. Restart Claude Code and ask: "use author-strategy to analyze author Kim DK".
  6. Provide your email when prompted — NCBI E-utilities requires it.
  7. Find results under ~/.local/cache/author-strategy/{AuthorName}/ in the data/ and report/ folders.
View source on GitHub ↗License: MIT