execute

brycewang-stanford/Auto-Empirical-Research-Skills

SkillLoads cleanly

Executes all registered notebooks, strips noisy cell metadata, and syncs Jupytext pairs. Use when asked to re-run notebooks or refresh outputs.

Scores
out of 100 · grade A

2026-08-17

Works

40% of the score

100/100

Loads cleanly: valid frontmatter, required fields present, no dangling references.

Maintained

25% of the score

94/100

no commits in the last 12 weeks
no license file

Adopted

20% of the score

48/100

3,432 stars on the source repo.

Documented

15% of the score

56/100

176-word body.

Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit today.

Install

npx skills add brycewang-stanford/Auto-Empirical-Research-Skills/execute

What the check found

Every finding on this listing, and what each one means for whether it loads.
Finding	What it means
No license	The repository ships no license file, so the reuse terms are unclear.

Every number above came out of reading the file and its repository. Nothing is a judgement call, nothing is a model’s opinion, and nothing can be paid for. The full method is published. Source last committed 2026-08-17.

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architecture-designbrycewang-stanford/Auto-Empirical-Research-Skills	No license	Skill	3.4k stars	today
bug-detectivebrycewang-stanford/Auto-Empirical-Research-Skills	No license	Skill	3.4k stars	today
code-review-excellencebrycewang-stanford/Auto-Empirical-Research-Skills	No license	Skill	3.4k stars	today

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