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RyanZhou168RyanZhou168Community·1 Agent Skills Included

baseline-selector

Select reproducible, reviewer-proof research baselines for papers

Selects defensible experimental baselines for research ideas, benchmarks, and paper drafts. Rejects methods without runnable GitHub code and records strong but unreproducible papers as exclusions. Splits recommendations into minimal, standard, and defensive sets matched to your compute budget and target venue. Runs reviewer-risk audits and self-checks before finalizing the list.
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npx skills add RyanZhou168/baseline-selector --all -g -y

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baseline-selector

Select GitHub-reproducible research baselines with venue-aware and reviewer-risk filtering.

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Frequently Asked Questions

FAQPage Schema
How to install baseline-selector?▼

Run `npx skills add RyanZhou168/baseline-selector --all -g -y` in your terminal to install it globally, then start a new session.

How to choose baselines for a research paper?▼

Give it your task, dataset, metric, target venue, and compute budget, and it returns classic, recent, and reviewer-expected baselines with verified venues and years.

Does baseline-selector require open-source code?▼

Yes. A method only enters the selected set if its GitHub repository is accessible, non-empty, and plausibly reproducible; others are logged as exclusions with reasons.

Can it work with a limited GPU budget?▼

Yes. It splits baselines into must-run, nice-to-run, and too-expensive groups based on your stated compute and time limits.

Does baseline-selector support Chinese users?▼

Yes. It automatically answers in the language you use, including full Chinese reports with localized labels and section titles.

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