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avoid-leading-questions

100 / 100 · Low risk

Fine to try.

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

Use when the user is reviewing or drafting a survey question that may induce demand bias or social desirability. Triggers: "is this a leading question?" / "I'm worried about social desirability" / "respondents answer what they think I want" / "this question is sensitive" / "how do I ask about insider trading / drug use / cheating without people lying?" / "I have an evaluative framing in my question". Two distinct mechanisms: experimenter demand (strip the framing sentence) and social desirabili…

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/'avoid-leading-questions' ] || [ -L ~/.agents/skills/'avoid-leading-questions' ]; then echo 'A skill folder named avoid-leading-questions 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 "$d" checkout --quiet '9a4b2db21fc4b217136ae4a0e6faad42d179ca03' -- 'running-surveys-experiments/avoid-leading-questions' && mkdir -p ~/.agents/skills && cp -R "$d"/'running-surveys-experiments/avoid-leading-questions' ~/.agents/skills/'avoid-leading-questions' && 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/'avoid-leading-questions' ~/.claude/skills/'avoid-leading-questions' (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