citation-network-analysis
$
npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/citation-network-analysisAnalyzes patent citation networks to identify key trends and relationships
- Solves the task of mapping innovation flows through patent citations
- Uses graph algorithms and network analysis techniques
- Applies main path analysis, PageRank, and clustering to detect patterns
- Generates structured insights and network visualizations for downstream use
SKILL.md
.github/skills/citation-network-analysisView on GitHub ↗
--- name: citation-network-analysis description: Build and analyze patent citation networks — main path analysis, PageRank, cluster detection execution: subagent prompt: ./prompt.md input: patent_citation_pairs used-by: patent-mining --- # Citation Network Analysis Builds patent citation networks from citation pair data and performs structural analysis including main path identification, PageRank computation, and cluster detection.
More from yogsoth-ai/de-anthropocentric-research-engine
- abductive-hypothesis-generationStrategy: 面对异常的最佳解释推理
- ablation-brainstormRemove components one by one, observe system changes to reveal hidden dependencies and generate ideas from structural gaps.
- ablation-component-mappingMap system architecture to ablatable units for ablation studies
- ablation-designDesign ablation studies to isolate component contributions in ML systems
- ablation-executionRemove components one by one from a system, record the response/impact of each removal.
- abp-vulnerability-classificationClassify assumptions on 2 axes — load-bearing (how much conclusion depends on it) × vulnerable (how likely to be false). Focuses attention on High-Load × High-Vulnerable quadrant.
- abstraction-extractionExtract abstract principles from concrete domain cases. Strips domain-specific details to reveal transferable mechanisms.
- abstraction-ladderPerform bisociation at multiple abstraction levels
- abstraction-ladderingMove between concrete and abstract framings — 3 levels up (Why?) and 3 levels down (How?) to find the most productive research level.
- abstraction-to-designAbstract biological principle to design principle. Bridge from biology to engineering.