Agent skill

mesh-terms-guide

Navigate MeSH vocabulary for precise PubMed and MEDLINE searches

brycew6m4,252★ · +31/wk · 3 repos on radarProfile →
claude-codeNOASSERTION
Install
npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill mesh-terms-guide --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 1
SKILL.md size: 5 KB
Bundled scripts: none
Path: skills/43-wentorai-research-plugins/skills/literature/search/mesh-terms-guide/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 3,244
Language: Stata
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# MeSH Terms Guide A skill for using Medical Subject Headings (MeSH) to construct precise and comprehensive biomedical literature searches. Covers MeSH tree structure, subheadings, explosion, major topics, and strategies for combining MeSH with free-text terms. ## Understanding MeSH Vocabulary ### What Is MeSH? MeSH is a hierarchical controlled vocabulary maintained by the National Library of Medicine. Every article indexed in MEDLINE/PubMed is assigned MeSH terms by trained indexers. Using MeSH ensures you capture articles that discuss a concept even when authors use different terminology. ### Tree Structure and Hierarchy ``` MeSH terms are organized in a tree with up to 13 hierarchical levels. Example tree path for "Breast Neoplasms": Neoplasms [C04] Neoplasms by Site [C04.588] Breast Neoplasms [C04.588.180] Breast Neoplasms, Male [C04.588.180.260] Inflammatory Breast Neoplasms [C04.588.180.390] Phyllodes Tumor [C04.588.180.610] A term can appear in multiple tree branches. "Diabetes Mellitus, Type 2" appears under both: - Endocrine System Diseases - Metabolic Diseases ``` ### Explosion vs. Non-Explosion ``` # Exploded search (default in PubMed): "Breast Neoplasms"[MeSH] -> Retrie

What's inside
Steps it walks through
  1. Understanding MeSH Vocabulary
  2. What Is MeSH?
  3. Tree Structure and Hierarchy
  4. Explosion vs. Non-Explosion
  5. Working with MeSH in PubMed
  6. Finding the Right MeSH Term
  7. Subheadings (Qualifiers)
  8. Common Subheadings by Research Purpose
  9. Combining MeSH with Free Text
  10. Comprehensive Search Strategy
  11. Handling Unindexed Articles
  12. Validating Your MeSH Strategy
  13. Recall and Precision Check
  14. Documenting MeSH Searches for Systematic Reviews
More from Auto-Empirical-Research-Skills
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About this skill
What does the mesh-terms-guide skill do?

Navigate MeSH vocabulary for precise PubMed and MEDLINE searches

How do I install it?

Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill mesh-terms-guide --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From brycewang-stanford/Auto-Empirical-Research-Skills, a repository with 3,244 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going