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.
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…
What this skill can do
Runs commands on your computer
Downloads and installs other software
Sends data to these websites: parallel.ai
Can call paid AI services billed to you
Safer alternatives
- 80 Low riskliterature-review
- 80 Low riskalterlab-literature-review
- 100 Low riskrevedres-literature-synthesis
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.
Badge for your README
[](https://zalavijaysinh.github.io/skilltrust/repos/hashgraph-online/awesome-codex-plugins/)
Score history
| Date | Version | Score |
|---|---|---|
| 2026-11-14 | 70b6a3a | 72 |
| 2026-11-13 | 3e1e6b2 | 72 |
| 2026-11-12 | 6d2e63f | 72 |
| 2026-11-11 | 4070676 | 72 |
| 2026-11-10 | f620aba | 72 |
| 2026-11-09 | 3062ea3 | 72 |
| 2026-11-08 | 057d789 | 72 |
| 2026-11-06 | e012fe1 | 52 |