yogsoth-ai Factorial Ideation
Apply Design of Experiments (DOE) thinking to ideation: identify key factors, define their levels, and systematically explore combinations.
State Ledger
| Resource | Target | Current | % |
|---|---|---|---|
| web-search | 20 | 0 | 0% |
| web-research | 8 | 0 | 0% |
| paper-overview | 20 | 0 | 0% |
| paper-search | 12 | 0 | 0% |
| paper-research | 5 | 0 | 0% |
HARD-GATE
Cannot exit strategy until ≥80% of each budget line is consumed OR yield targets are met with justification for remaining budget.
Available Tactics
| Tactic | Role |
|---|---|
| gap-driven-generation | Generate ideas for uncovered factor combinations |
| evaluation-filtering | Score and filter factorial-derived ideas |
Available SOPs
| SOP | Role |
|---|---|
| factor-level-design | Identify factors, define levels, build experiment matrix |
| coverage-gap-detection | Find unexplored regions in factorial space |
| failure-driven-generation | Generate solutions for problematic combinations |
| enumeration-synthesis | Synthesize factorial exploration into idea report |
Execution Guidance
- Identify factors: Determine key dimensions that define the solution space
- Define levels: For each factor, enumerate possible values/states
- Design matrix: Run factor-level-design to build the experiment matrix
- Detect gaps: Run coverage-gap-detection on the factorial space
- Generate: Propose solutions for high-priority unexplored combinations
- Filter: Apply evaluation-filtering to rank generated ideas
- Synthesize: Produce structured report via enumeration-synthesis
Available Tactics
Optional, no fixed order; the final leaf is always a sop.
| Tactic | When to use |
|---|---|
| gap-driven-generation | Generate solutions targeting specific coverage gaps — detect gaps, generate failure-driven solutions, and design factor-level experiments. |
Available SOPs
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| coverage-gap-detection | Detect uncovered regions in the solution space, producing a prioritized gap list. |
| creative-ideation-factor-level-design | Identify factors and their levels for a problem, then design an experiment matrix for systematic exploration. |
| enumeration-synthesis | Synthesize all systematic enumeration outputs into a structured idea report with prioritized recommendations. |