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paper-reading-field-map

100 / 100 · Low risk

Fine to try.

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

Use when the user is new to a research direction and wants to scan papers to understand branches, representative works, common methods, benchmarks, metrics, saturated areas, and unclear areas.

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-reading-field-map' ] || [ -L ~/.agents/skills/'paper-reading-field-map' ]; then echo 'A skill folder named paper-reading-field-map 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 "$d" checkout --quiet '9a4b2db21fc4b217136ae4a0e6faad42d179ca03' -- 'lit-review/Paper-Reading-Skills-main/skills/01-field-map' && mkdir -p ~/.agents/skills && cp -R "$d"/'lit-review/Paper-Reading-Skills-main/skills/01-field-map' ~/.agents/skills/'paper-reading-field-map' && 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-reading-field-map' ~/.claude/skills/'paper-reading-field-map' (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
2026-11-079a4b2db100