yogsoth-ai Method-Problem Matrix
Cross all known methods against all known problems to find unexplored intersections — combinations that nobody has tried yet.
State Ledger
| Resource | Target | Current | % |
|---|---|---|---|
| web-search | 25 | 0 | 0% |
| web-research | 8 | 0 | 0% |
| paper-overview | 25 | 0 | 0% |
| paper-search | 15 | 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 |
|---|---|
| coverage-analysis | Systematic coverage evaluation pipeline |
| evaluation-filtering | Score and filter intersection-derived ideas |
Available SOPs
| SOP | Role |
|---|---|
| benchmark-inventory | Gather method list and problem list |
| method-problem-crossing | Build the full cross-reference matrix |
| intersection-evaluation | Annotate each cell's exploration status |
| enumeration-synthesis | Synthesize matrix analysis into actionable report |
Execution Guidance
- Enumerate methods: Catalog all known methods in the domain
- Enumerate problems: Catalog all known problems/challenges
- Cross: Build M×P matrix via method-problem-crossing
- Annotate: Mark each cell explored/partial/unexplored
- Prioritize: Rank unexplored cells by potential impact
- Generate: Propose solutions for top-priority unexplored intersections
Available Tactics
Optional, no fixed order; the final leaf is always a sop.
| Tactic | When to use |
|---|---|
| coverage-analysis | Systematic coverage evaluation pipeline — benchmark inventory, method-problem crossing, and intersection evaluation to map explored vs unexplored solution space. |
Available SOPs
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| creative-ideation-benchmark-inventory | Catalog all known solutions/methods in a domain with performance, applicability, and limitations. |
| enumeration-synthesis | Synthesize all systematic enumeration outputs into a structured idea report with prioritized recommendations. |
| intersection-evaluation | Evaluate exploration status of each cell in a method×problem matrix, annotating as explored, partial, or unexplored. |
| method-problem-crossing | Build method×problem cross-reference matrix showing which methods have been applied to which problems. |