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literature-review

72 / 100 · Review before installing

Check before installing. Some of what it can do is expected: a research skill usually looks things up on the internet.

By hashgraph-online/awesome-codex-plugins (GitHub) · research · 1,573 stars · scanned at commit 70b6a3a

Runs systematic literature reviews by searching PubMed, arXiv, bioRxiv, and Semantic Scholar (plus web search via parallel-cli), screening studies, extracting data, synthesizing themes, and verifying citations with verify_citations.py. Produces a markdown and PDF review with a PRISMA-style flow diagram and a bibliography in APA, Nature, or Vancouver style. Use when conducting a systematic or scoping review, synthesizing research on a topic, writing the literature review section of a paper or th…

Works with any agent that supports SKILL.md skills.

What this skill can do

Runs commands on your computer

The author does not mention this.

Found in 13 places.

Show 10 more

Downloads and installs other software

The author does not mention this.

Found in 10 places.

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Sends data to these websites: parallel.ai

This is disclosed by the author in the skill's SKILL.md or README. Expected for a research skill.

Found in 3 places.

Can call paid AI services billed to you

This is disclosed by the author in the skill's SKILL.md or README.

Found in 1 place.

Safer alternatives

Low-risk skills in the same category (research) that look related. Check that one does what you need.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'literature-review' ] || [ -L ~/.agents/skills/'literature-review' ]; then echo 'A skill folder named literature-review already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/hashgraph-online/awesome-codex-plugins' "$d" && git -C "$d" checkout --quiet '70b6a3a3a7c774671e45af646306e1448baf0511' -- 'plugins/KalarisLabs/research-agent-skills/skills/literature-review' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/KalarisLabs/research-agent-skills/skills/literature-review' ~/.agents/skills/'literature-review' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'literature-review' ~/.claude/skills/'literature-review' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history

DateVersionScore
2026-11-1470b6a3a72
2026-11-133e1e6b272
2026-11-126d2e63f72
2026-11-11407067672
2026-11-10f620aba72
2026-11-093062ea372
2026-11-08057d78972
2026-11-06e012fe152