Classification Navigation

SkillDev tools

IPC/CPC hierarchy drill-down and lateral expansion for patent discovery

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

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Classification Navigation skill

What this skill tells your AI

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

Navigates the IPC/CPC patent classification hierarchy to discover patents through structured taxonomy traversal — drilling down into subclasses and expanding laterally to related classes.

Stages

1. Top-Level Classification Identification

  • Determine relevant IPC/CPC sections and classes from seed patents or technology description
  • Map the technology domain to classification entry points
  • Identify primary and secondary classification codes

2. Subclass Drill-Down

  • For each identified class, drill into subclass, main group, and subgroup levels
  • Assess patent density at each level
  • Identify the most specific relevant classification codes

3. Lateral Expansion to Related Classes

  • From identified subclasses, explore sibling and cousin classes
  • Follow "see also" and "related" cross-references in classification schemes
  • Identify adjacent technology areas that may contain relevant patents

4. Cross-Reference Validation

  • Verify that lateral expansion yields relevant results
  • Check that discovered classes actually contain patents related to the target technology
  • Prune irrelevant branches and confirm final classification scope

Available SOPs

SOPRole
patent-query-formulationGenerate IPC/CPC-based search queries
patent-categorizationValidate classification relevance of found patents
saturation-detectionDetermine when classification space is fully explored

Execution Guidance

  • Start broad (section/class level) and narrow down based on relevance
  • IPC and CPC diverge at subgroup level — check both schemes
  • Pay attention to classification reform dates — codes may have changed
  • Cross-references in CPC scheme definitions reveal non-obvious connections
  • A single invention often spans 3-5 classification codes — always check secondary classifications

Yield Report

Report to calling strategy after each execution:

  • Classification codes explored (with depth level)
  • New relevant codes discovered
  • Patent count per classification code
  • Coverage assessment (% of relevant classification space explored)

Available SOPs

Optional, no fixed order; the final leaf is always a sop.

SOPWhen to use
knowledge-acquisition-saturation-detectionDetermine when additional searching yields diminishing returns. Analyzes the latest expansion batch against existing corpus to judge continue/near-saturation/saturated. Used by snowball and systematic-survey.
patent-categorizationClassify patents by tech subdomain, application scenario, and value chain position
patent-query-formulationConstruct keyword + IPC/CPC + assignee combination search strategies for patent databases

Signals

GitHub stars
469
Forks
37
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
classification-navigation
Source
github.com/yogsoth-ai/de-anthropocentric-research-engine