Sr Screener — Agent Skill by Edward Cheng-I Wu

From the author

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.

— the description by Edward Cheng-I Wu

Install

Get the skill from its source (we cannot redistribute it):
https://github.com/Imbad0202/academic-research-skills/tree/6d9388674de1ad0437ad95db3d52f92b92204d84/sr-screener

Documentation by Edward Cheng-I Wu

The licence of this skill does not allow us to copy its documentation. Read it at the source

Files

SKILL.md(opens on GitHub)Not mirrored: opens on GitHub33.1 KiB
agents/protocol_architect_agent.md(opens on GitHub)Not mirrored: opens on GitHub5.8 KiB
agents/qc_auditor_agent.md(opens on GitHub)Not mirrored: opens on GitHub4.6 KiB
agents/reporter_agent.md(opens on GitHub)Not mirrored: opens on GitHub3.1 KiB
agents/screening_reviewer_agent.md(opens on GitHub)Not mirrored: opens on GitHub4.8 KiB
examples/example_config_dta.json(opens on GitHub)Not mirrored: opens on GitHub1.8 KiB
examples/example_protocol_dta.md(opens on GitHub)Not mirrored: opens on GitHub3.8 KiB
examples/quick_screen_example.md(opens on GitHub)Not mirrored: opens on GitHub3.0 KiB
references/decision_rules.md(opens on GitHub)Not mirrored: opens on GitHub6.0 KiB
references/failure_paths.md(opens on GitHub)Not mirrored: opens on GitHub3.4 KiB
references/orchestration.md(opens on GitHub)Not mirrored: opens on GitHub11.7 KiB
references/protocol_template.md(opens on GitHub)Not mirrored: opens on GitHub5.5 KiB
references/quality_control.md(opens on GitHub)Not mirrored: opens on GitHub5.4 KiB
references/reporting_and_handoff.md(opens on GitHub)Not mirrored: opens on GitHub5.2 KiB
references/reviewer_roles.md(opens on GitHub)Not mirrored: opens on GitHub3.4 KiB
scripts/build_outputs.py(opens on GitHub)ScriptNot mirrored: opens on GitHub33.0 KiB
scripts/build_workflow.py(opens on GitHub)ScriptNot mirrored: opens on GitHub20.0 KiB
scripts/merge_decisions.py(opens on GitHub)ScriptNot mirrored: opens on GitHub26.5 KiB
scripts/prepare_fulltext.py(opens on GitHub)ScriptNot mirrored: opens on GitHub6.0 KiB
scripts/prepare_records.py(opens on GitHub)ScriptNot mirrored: opens on GitHub12.1 KiB
scripts/srlib.py(opens on GitHub)ScriptNot mirrored: opens on GitHub35.6 KiB
templates/prompts.md(opens on GitHub)Not mirrored: opens on GitHub6.7 KiB
templates/screening_config.template.json(opens on GitHub)Not mirrored: opens on GitHub2.1 KiB
templates/workflows/ft_screening.template.js(opens on GitHub)ScriptNot mirrored: opens on GitHub5.4 KiB
templates/workflows/ta_screening.template.js(opens on GitHub)ScriptNot mirrored: opens on GitHub10.4 KiB

Requirements and compatibility

Written for: Claude Code

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Needs: Names Claude Code tools, Needs Python, Needs Node.js

Security

What our scanner noticed· Low risk

Instructions that use the network
Scripts that your agent may run

This skill includes scripts that your agent may run. Read them before you use it.

A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.

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