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sr-screener — Claude Code skill: what it does, how to install

Applies protocol-driven screening to study records for reviews. It manages double-blind screening of titles, abstracts, and full texts.

Install into Claude Code · Skills CLI (Vercel) All methods and platforms ↓ 
npx skills add Imbad0202/academic-research-skills --skill sr-screener -a claude-code
Open on GitHub

What sr-screener does

The skill converts an initial proposal or a PROSPERO protocol into fixed eligibility rules. It screens candidate papers using two independent AI reviewers and passes conflicting evaluations to a third adjudicator. The workflow parses input records from RIS, Web of Science, CSV, and PubMed .nbib exports, removes duplicates, and logs exclusion codes for PRISMA 2020 flows.

Under the hood, deterministic steps rely on Python 3.9+ scripts. They function with the standard library alone, while installing openpyxl enables logging to an Excel spreadsheet. The workflow offers 8 execution modes covering protocol formulation, pilot testing, title-abstract screening, adjudication, and audit.

External research pipelines will not hand over tasks to this tool silently. You must initiate screening explicitly because every exclusion code and statistic requires confirmation before writing the final methods section.

What it helps with

  • extract eligibility rules from a study proposal
  • screen article titles and abstracts with two blind reviewers
  • resolve screening disagreements with an adjudicator
  • deduplicate record exports from PubMed and Web of Science
  • generate selection metrics for PRISMA 2020 reporting

Example prompts for the agent

  • Convert proposal.docx into eligibility rules for title and abstract screening
  • Run a pilot screening on the exports inside EndNote_Import using screening_protocol.md
  • Calculate the PRISMA selection counts and generate the methods section draft

How to install sr-screener

1Skills CLI (Vercel)

npx skills add Imbad0202/academic-research-skills --skill sr-screener -a claude-code

2Manually: put the files in place

~/.claude/skills/sr-screener/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/sr-screener/

From the same set4

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Questions about sr-screener

How to install sr-screener in Claude Code?

Run npx skills add Imbad0202/academic-research-skills --skill sr-screener -a claude-code in your terminal.

What files does sr-screener accept?

The tool reads RIS files, CSV tables, Web of Science collections, and PubMed .nbib exports.

Does sr-screener require third-party Python packages?

The scripts run on Python 3.9+ using standard library modules. The openpyxl package is optional if you want an Excel log.

See also

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