categorize-papers

$npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/categorize-papers

Clusters papers by theme/method/timeline for context-based analysis

  • Identifies patterns and groupings within a collection of papers.
  • Depends on APIs for paper data retrieval and subagent execution environment.
  • Uses clustering algorithms to identify natural groupings based on themes, methods, or timelines.
  • Delivers categorized paper groups directly to the user or further analysis tools.

SKILL.md

.github/skills/categorize-papersView on GitHub ↗
---
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)
used-by: literature-survey, meta-analysis, baseline-establishment
---

# 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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