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llm-replication-disclosure

100 / 100 · Low risk

Fine to try.

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

Replication-package assembly and disclosure checklist for research that uses LLM-generated data, measures, or code, based on Table A.3 and Sections 3.3.2-3.3.3 of Ferrara (2026, NBER WP 35374). Use this skill whenever the user is preparing a replication package, responding to a journal data editor, writing a generative-AI disclosure statement, drafting the methods or appendix section describing LLM use, submitting or revising a paper that used any LLM anywhere in the pipeline, or asks "what do …

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/'llm-replication-disclosure' ] || [ -L ~/.agents/skills/'llm-replication-disclosure' ]; then echo 'A skill folder named llm-replication-disclosure 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 "$d" checkout --quiet '9a4b2db21fc4b217136ae4a0e6faad42d179ca03' -- 'output-tools/llm-replication-disclosure' && mkdir -p ~/.agents/skills && cp -R "$d"/'output-tools/llm-replication-disclosure' ~/.agents/skills/'llm-replication-disclosure' && 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/'llm-replication-disclosure' ~/.claude/skills/'llm-replication-disclosure' (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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