analyze-patent-citation-network

SkillDev tools

Lets your agent analyze patent citations with a claude skill that maps prior art, lineage, and clusters.

Available today. Use it from your connected AI after setup.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the analyze-patent-citation-network skill

About this skill

Analyze patent citation/family relationships to identify central prior art, technological lineage, clusters, bridge patents, and citation anomalies.

What this skill tells your AI

The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/analyze-patent-citation-network/SKILL.md and read by ahel’s review.

Purpose

Analyze patent citation and family relationships to identify central prior art, lineages, clusters, bridge patents, and citation anomalies.

Input contract

required: [patent_records, citation_edges, family_keys]
optional: [classification_schema, assignee_keys, time_window]
constraints: [edge direction, source, jurisdiction, and date must be retained]

Procedure

  1. Deduplicate patents and family members while preserving jurisdictional edges.
  2. Build directed citation and priority/family graphs.
  3. Identify central, bridging, clustered, and anomalous records.
  4. Interpret technical lineage with classification and source evidence.

Output contract

produces: [citation_graph, lineage_map, cluster_summary, bridge_patents, anomaly_report]
delta_fields: [findings, evidence_updates, uncertainties, open_questions]

Quality gates

  • Centrality or cluster claims must state the graph universe and edge provenance.
  • Family membership must not be used as an independent citation event without evidence.

Failure and counterexamples

Do not equate citation count with technical importance, and do not infer absence of prior art from an incomplete graph.

Provenance map

  • resolved: citation-network-analysis

Signals

GitHub stars
501
Forks
41
Last commit
Sep 2026
Advanced
Catalog kind
skill
Key
analyze-patent-citation-network
Source
github.com/yogsoth-ai/de-anthropocentric-research-engine