yogsoth-ai Axis Extraction
Systematically extract axes of variation from literature. Look for how authors compare methods, what trade-offs they discuss, what design choices they highlight.
Available SOPs
- dimension-page-creation — create pages for identified dimensions
- axis-validation — verify axes are independent and meaningful
- wiki-search — check for existing dimension coverage
Guiding Principles
- Comparison reveals axes. When authors say "method A is X while method B is Y", X-Y is likely a dimension.
- Trade-offs are dimensions. "You can have speed or accuracy" reveals the speed-accuracy dimension.
- Taxonomies are pre-built axes. Existing classifications in the field are validated dimensions.
- Independence test. If changing one axis always changes another, they're not independent.
Minimum Yield
Available SOPs
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| axis-validation | SOP for validating that candidate axes are independent and meaningful. |
| dimension-page-creation | SOP for creating a dimension page — documents an axis of variation with its values and semantics. |