new-experiment

Use when the user explicitly requests a deep read of one paper or technical report, or invokes read-paper on a literature hub that needs candidate triage.

Draft evidence-grounded academic peer reviews or mock reviews from a manuscript and available supplementary materials, adapting to the supplied venue form.

Use when checking a running experiment, diagnosing a stalled job, or reviewing failures in an `expNNx` run.

Use when an experiment has completed and its results need interpretation, comparison, or durable findings.

Set up a Labmate project skeleton when the user requests Labmate initialization for a specific project.

Review scientific prose for clarity, claim strength, reader understanding, and citation support when the user requests writing review or a substantive…

Assess a manuscript's submission readiness by checking important claims against paper text, code, results, and venue requirements when the user asks for a…

Check cross-references and figure/text consistency after a paper's sections, labels, or main/supplement split change, or when the user asks to check references.

Commit or synchronize a paper repository and its parent gitlink when the user explicitly requests paper synchronization.

Check a paper figure's readability, data integrity, and publication fit when it is created, materially changed, or explicitly reviewed.

Build a LaTeX paper or diagnose its build warnings, missing references, or layout defects.

Develop a visual direction or improve UI design when a frontend task needs decisions about layout, typography, color, content, or interaction.