classification-navigation
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npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/classification-navigationNavigates IPC/CPC classification to discover relevant patents
- Helps identify relevant patents by exploring classification hierarchies
- Uses IPC/CPC codes and cross-references for structured navigation
- Analyzes subclass drill-downs and lateral expansions for patent density
- Provides validated classification paths for targeted patent searches
SKILL.md
.github/skills/classification-navigationView on GitHub ↗
--- name: classification-navigation description: IPC/CPC hierarchy drill-down and lateral expansion for patent discovery execution: tactic used-by: patent-mining --- # Classification Navigation 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 | SOP | Role | |-----|------| | patent-query-formulation | Generate IPC/CPC-based search queries | | patent-categorization | Validate classification relevance of found patents | | saturation-detection | Determine 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)