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Asreview Headless Automation

Category: General  ·  Sub-category: automation  ·  Last updated:
type:reviewtype:integration
Sử dụng ASReview CLI để tự động sàng lọc (Abstract Screening) số lượng lớn bài báo khoa học dựa trên Active Learning mà không cần mở GUI.

From the source SKILL.md

Kỹ năng này hướng dẫn AI Agent cách đóng vai trò một "Máy sàng lọc tự động" bằng cách sử dụng giao diện dòng lệnh (CLI) của ASReview để chạy giả lập (Simulation) và xếp hạng (Ranking) hàng ngàn bài báo khoa học, phục vụ cho quy trình Systematic Review (PRISMA).

What this skill does

Asreview Headless Automation is a community-contributed Claude Code skill in the automation sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/asreview-headless-automation/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Asreview Headless Automation Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 70,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/asreview-headless-automation
curl -L https://claudskills.com/skills/asreview-headless-automation/SKILL.md \
  -o ~/.claude/skills/asreview-headless-automation/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/asreview-headless-automation/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/asreview-headless-automation/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\asreview-headless-automation\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
ClaudSkills. (2026). Asreview Headless Automation [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/asreview-headless-automation/
BibTeX
@misc{asreview-headless-automation-2026,
  author    = {ClaudSkills},
  title     = {Asreview Headless Automation [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/asreview-headless-automation/}
}

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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