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categorize-papers

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UpdatedMay 16, 2026 at 08:18

Cluster papers by theme, method, or timeline. Produces natural groupings from a paper collection. Used by scoping-survey and narrative-review.

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yogsoth-ai

yogsoth-ai/literature-survey

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Data ScientistsComputer and Mathematical Occupations·SOC 15-2051

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SKILL.md

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name	categorize-papers
description	Cluster papers by theme, method, or timeline. Produces natural groupings from a paper collection. Used by scoping-survey and narrative-review.
execution	subagent
prompt	./prompt.md
input	paper_list (string)

Categorize Papers

Cluster papers by theme/method/timeline into natural groupings.

Execution

Subagent — spawned via subagent-spawning/spawn-agent skill.

Why Subagent

Categorization requires holding the entire paper collection in context simultaneously to identify patterns and groupings. Subagent provides dedicated space for this comparative analysis.

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