yogsoth-ai Failure Taxonomy
Catalog all failure modes, classify them into a taxonomy, and generate targeted solutions that address each specific failure type.
State Ledger
| Resource | Target | Current | % |
|---|---|---|---|
| web-search | 25 | 0 | 0% |
| web-research | 10 | 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 |
|---|---|
| gap-driven-generation | Generate solutions from identified failure gaps |
| evaluation-filtering | Score and filter failure-targeted ideas |
Available SOPs
| SOP | Role |
|---|---|
| failure-mode-cataloging | Systematically catalog all failure modes |
| failure-driven-generation | Generate targeted solution per failure mode |
| coverage-gap-detection | Detect failure modes without existing solutions |
| enumeration-synthesis | Synthesize failure analysis into idea report |
Execution Guidance
- Catalog: Run failure-mode-cataloging to enumerate all failure modes
- Classify: Organize failures into taxonomy (type, severity, frequency)
- Gap-check: Run coverage-gap-detection to find unaddressed failures
- Generate: Run failure-driven-generation for each unaddressed failure
- Filter: Apply evaluation-filtering to rank solutions
- 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-failure-mode-cataloging | Systematically catalog all failure modes in a domain or method, producing a classified failure taxonomy. |
| enumeration-synthesis | Synthesize all systematic enumeration outputs into a structured idea report with prioritized recommendations. |
| failure-driven-generation | Generate targeted solutions for each identified failure mode, ensuring every failure has at least one proposed mitigation. |