yogsoth-ai Dimension Discovery
Identify the fundamental axes of variation that define the design space. Each dimension should be independent and meaningful.
Guiding Focus
Look for the axes that practitioners implicitly use when comparing approaches. "Fast vs accurate", "local vs global", "supervised vs unsupervised" — these are dimensions. Find the ones specific to your domain.
Available Tactics
- axis-extraction — systematically extract axes from literature
- matrix-generation — test independence of candidate dimensions
Budget Slice
| Metric | S | M | L |
|---|---|---|---|
| Candidate dimensions | 5 | 10 | 15 |
| Validated dimensions | 3 | 6 | 10 |
| Sources analyzed | 8 | 20 | 40 |
State Ledger Template
| Metric | Target | Current | Status |
|---------------------|--------|---------|--------|
| Candidate dimensions| X | 0 | ⬜ |
| Validated dimensions| X | 0 | ⬜ |
| Sources analyzed | X | 0 | ⬜ |
Available Tactics
Optional, no fixed order; the final leaf is always a sop.
| Tactic | When to use |
|---|---|
| axis-extraction | Tactic for systematically extracting axes of variation from literature — identify how practitioners compare approaches. |
| matrix-generation | Tactic for generating and populating combination matrices — cross dimensions to enumerate the design space. |
Available SOPs
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| dimension-page-creation | SOP for creating a dimension page — documents an axis of variation with its values and semantics. |