Classification Navigation
SkillDev toolsIPC/CPC hierarchy drill-down and lateral expansion for patent discovery
Available today. Use it from your connected AI after setup.
No other account needed.
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
| 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)
Available SOPs
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| knowledge-acquisition-saturation-detection | Determine 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-categorization | Classify patents by tech subdomain, application scenario, and value chain position |
| patent-query-formulation | Construct 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