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Use when creating, revising, validating, or repairing a research-paper outline before writing; turns experiment evidence into a clear paper idea, scoped claims, method abstraction, evaluation plan, analysis plan, and evidence boundaries without copying run logs into the manuscript.
Use this before write when the outline feels like a run log, result dump, engineering note, or group-meeting report instead of a paper plan.
Keep one selected outline, but split two views:
paper_view: what the paper will say to readers.evidence_view: where the exact runs, paths, rows, settings, and reproducibility details live.The paper should be faithful to the actual evidence, but it should not repeat the agent workflow.
artifact.get_paper_contract(detail='full'), artifact.list_paper_outlines(...), and then artifact.validate_academic_outline(detail='full') if an outline exists.paper_view.npx skills add ResearAI/DeepScientist --skill paper-outlineHow clear and easy to understand the SKILL.md instructions are, rated from 1 to 5.
Clear and well structured, with only minor parts that might need a second read.
How directly an agent can act on the SKILL.md instructions, rated from 1 to 5.
Mostly actionable with clear steps; only a few small gaps remain.