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experiment-result-to-claim

100 / 100 · Low risk

Fine to try.

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

Use when experiments complete to judge what claims the results support, what they don't, and what evidence is still missing. A paper architect/reviewer evaluates results against intended claims and routes to next action (pivot, supplement, or confirm). Use after experiments finish — before writing the paper or running ablations.

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/'experiment-result-to-claim' ] || [ -L ~/.agents/skills/'experiment-result-to-claim' ]; then echo 'A skill folder named experiment-result-to-claim 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 "$d" checkout --quiet '9a4b2db21fc4b217136ae4a0e6faad42d179ca03' -- 'research-workflow/codex-paper-skills-main/paper_skills/experiment-result-to-claim' && mkdir -p ~/.agents/skills && cp -R "$d"/'research-workflow/codex-paper-skills-main/paper_skills/experiment-result-to-claim' ~/.agents/skills/'experiment-result-to-claim' && 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/'experiment-result-to-claim' ~/.claude/skills/'experiment-result-to-claim' (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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