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paper-insight

100 / 100 · Low risk

Fine to try.

By franklee16/academic-research-skills (GitHub) · research · 234 stars · scanned at commit 9a4b2db

Structured scholarly paper reading and research ideation. Use when Codex needs to read or summarize papers/PDFs, judge innovations, score paper quality and reading priority, compare related work, draft related work sections, expand a literature map with backward/forward citation chaining, identify limitations, incubate research ideas, propose feasible future research directions, map papers into the user's project, check reproducibility/code availability, or apply a general domain checklist for …

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

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

if [ -e ~/.agents/skills/'paper-insight' ] || [ -L ~/.agents/skills/'paper-insight' ]; then echo 'A skill folder named paper-insight already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/franklee16/academic-research-skills' "$d" && git -C "$d" checkout --quiet '9a4b2db21fc4b217136ae4a0e6faad42d179ca03' -- 'lit-review/paper-insight' && mkdir -p ~/.agents/skills && cp -R "$d"/'lit-review/paper-insight' ~/.agents/skills/'paper-insight' && 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/'paper-insight' ~/.claude/skills/'paper-insight' (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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