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sr-screener

Protocol-driven study screening for systematic, scoping and rapid reviews.

Skill by sanjeevafk

IndexedNOASSERTION
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/sanjeevafk-sr-screener

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Protocol-driven study screening for systematic, scoping and rapid reviews. Turns a proposal or PROSPERO protocol into confirmed eligibility rules, then screens titles/abstracts and full texts with two blinded AI reviewers and a third-reviewer adjudicator: ordered exclusion codes, no silent defaults, resumable batch runs, QC (seed studies, near-miss rechecks, kappa and PABAK), PRISMA 2020 counts, EndNote/Zotero RIS groups, an Excel log, a methods draft and a literature_corpus handoff to academic-paper. Reads RIS, PubMed .nbib, Web of Science and CSV exports; removes duplicates. 8 modes: protocol, quick, pilot, ta-screen, ft-screen, adjudicate, audit, report. Use it to screen records against eligibility criteria, pilot screening, resolve screening conflicts, audit exclusions or report the selection process. Triggers on: screen these papers, title/abstract screening, full-text screening, screening conflicts, inclusion criteria, PRISMA flow, غربالگری مقالات, اسکرینینگ عنوان و چکیده, معیارهای ورود و خروج.

Use cases: documents, spreadsheets, security, research

Reviews

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/sr-screener

What's inside

Skill name
sr-screener
Description
Protocol-driven study screening for systematic, scoping and rapid reviews. Turns a proposal or PROSPERO protocol into confirmed eligibility rules, then screens titles/abstracts and full texts with two blinded AI reviewers and a third-reviewer adjudicator: ordered exclusion codes, no silent defaults, resumable batch runs, QC (seed studies, near-miss rechecks, kappa and PABAK), PRISMA 2020 counts, EndNote/Zotero RIS groups, an Excel log, a methods draft and a literature_corpus handoff to academic-paper. Reads RIS, PubMed .nbib, Web of Science and CSV exports; removes duplicates. 8 modes: protocol, quick, pilot, ta-screen, ft-screen, adjudicate, audit, report. Use it to screen records against eligibility criteria, pilot screening, resolve screening conflicts, audit exclusions or report the selection process. Triggers on: screen these papers, title/abstract screening, full-text screening, screening conflicts, inclusion criteria, PRISMA flow, غربالگری مقالات, اسکرینینگ عنوان و چکیده, معیارهای ورود و خروج.
License
NOASSERTION
Metadata
status: active · version: 1.0.0 · task_type: open-ended · last_updated: 2026-09-29 · data_access_level: raw
Instructions
503 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Agent Skills spec issues

  • body: 503 lines (spec recommends under 500)

Files (25)

  • SKILL.md
  • protocol_architect_agent.md · agents/
  • qc_auditor_agent.md · agents/
  • reporter_agent.md · agents/
  • screening_reviewer_agent.md · agents/
  • example_config_dta.json · examples/
  • example_protocol_dta.md · examples/
  • quick_screen_example.md · examples/
  • decision_rules.md · references/
  • failure_paths.md · references/
  • orchestration.md · references/
  • protocol_template.md · references/
  • quality_control.md · references/
  • reporting_and_handoff.md · references/
  • reviewer_roles.md · references/
  • build_outputs.py · scripts/
  • build_workflow.py · scripts/
  • merge_decisions.py · scripts/
  • prepare_fulltext.py · scripts/
  • prepare_records.py · scripts/
  • srlib.py · scripts/
  • prompts.md · templates/
  • screening_config.template.json · templates/
  • ft_screening.template.js · templates/workflows/
  • ta_screening.template.js · templates/workflows/

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

More from sanjeevafk/agent-skills

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Forks
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Last commit (this folder)
Oct 7, 2026 (21 days ago)

From GitHub (fetched Oct 24, 2026).

Details

Version
1.0.0
License
NOASSERTION
Repository
github.com/sanjeevafk/agent-skills
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

More from sanjeevafk

Cite this page

sr-screener skill. Agent Mart. https://agentmart.dev/skills/sanjeevafk-sr-screener (last updated 2026-10-24)