Results Back-fill

Use this skill after empirical-paper-writer has produced a draft with placeholders and the user has run experiments outside the AI session.

When to Use

• empirical-paper-writer has completed design + code + placeholder draft.
• The user has run experiments in their configured conda environment.
• paper/results/ contains new CSV / data files from completed experiments.

When NOT to Use

• The paper draft does not yet exist (use empirical-paper-writer first).
• Experiments have not been run yet.
• The user only wants experiment design without paper completion.