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academic-paper-review

100 / 100 · Low risk

Fine to try.

By ljxpython/ai-agent-platform (GitHub) · research · 155 stars · scanned at commit 4d5c9ec

Use this skill when the user requests to review, analyze, critique, or summarize academic papers, research articles, preprints, or scientific publications. Supports comprehensive structured reviews covering methodology assessment, contribution evaluation, literature positioning, and constructive feedback generation. Trigger on queries involving paper URLs, uploaded PDFs, arXiv links, or requests like "review this paper", "analyze this research", "summarize this study", or "write a peer review".

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/'academic-paper-review' ] || [ -L ~/.agents/skills/'academic-paper-review' ]; then echo 'A skill folder named academic-paper-review already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/ljxpython/ai-agent-platform' "$d" && git -C "$d" checkout --quiet '4d5c9ec5e333f05687e17b1f9de57c64beb81676' -- 'apps/runtime-service/src/runtime_service/services/dearflow_agent/skills/academic-paper-review' && mkdir -p ~/.agents/skills && cp -R "$d"/'apps/runtime-service/src/runtime_service/services/dearflow_agent/skills/academic-paper-review' ~/.agents/skills/'academic-paper-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/'academic-paper-review' ~/.claude/skills/'academic-paper-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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