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literature-search

75 / 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 gaasher/Agent-Loop-Skills (GitHub) · research · 181 stars · scanned at commit f1169e6

Use when a loop needs scholarly literature — paper discovery, novelty checks, full-text snippet search, citation-graph traversal, single-paper reads, or experimental-result extraction. A shared, stdlib-only CLI (`tools/lit_search.py`) over Semantic Scholar + arXiv (plus optional OpenAlex, Perplexity Sonar, bgpt.pro), all JSON. Not a loop itself: install it alongside the loops and let any of them call it instead of vendoring their own copy. Degrades to the caller's WebSearch/WebFetch.

Works with any agent that supports SKILL.md skills.

What this skill can do

Changes files outside its own folder

The author does not mention this.

Found in 1 place.

Sends data to these websites: www.semanticscholar.org

The author does not mention this. Expected for a research skill.

Found in 13 places.

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Can call paid AI services billed to you

The author does not mention this.

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-search' ] || [ -L ~/.agents/skills/'literature-search' ]; then echo 'A skill folder named literature-search already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/gaasher/Agent-Loop-Skills' "$d" && git -C "$d" checkout --quiet 'f1169e6db0b0f8a83ced3a18562b7c57e14a748a' -- 'loops/literature-search' && mkdir -p ~/.agents/skills && cp -R "$d"/'loops/literature-search' ~/.agents/skills/'literature-search' && 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-search' ~/.claude/skills/'literature-search' (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
2026-11-07f1169e685