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Get Started Free →Resolve technical and physical contradictions via TRIZ 40 inventive principles and separation methods.
.claude/skills/yogsoth-ai-triz-contradiction-resolution/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-03 | ✗→✓ | ▲ Improved | 278% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 172% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 223% | 0% |
| case-24 | ✗→✓ | ▲ Improved | 110% | 0% |
| case-01 | ✓→✓ | ＝ Same ✓ | 107% | 0% |
Identify contradictions in the system and resolve them using the 40 inventive principles and separation methods.
| Resource | Target | Current | % | |----------|--------|---------|---| | web-search | 30 | 0 | 0% | | web-research | 10 | 0 | 0% | | paper-overview | 25 | 0 | 0% | | paper-search | 15 | 0 | 0% | | paper-research | 5 | 0 | 0% |
Cannot exit strategy until ≥80% of each budget line is consumed OR yield targets are met with justification for remaining budget.
| Tactic | Role | |--------|------| | contradiction-identification | Identify technical and physical contradictions | | combination-mapping | Map principle × contradiction combinations |
| SOP | Role | |-----|------| | function-model-construction | Build functional model to expose contradictions | | contradiction-matrix-lookup | Query 39×39 matrix for applicable principles | | triz-principle-application | Apply selected principles to generate solutions | | separation-principle | Resolve physical contradictions via separation | | structural-synthesis | Synthesize resolution outcomes |
<!-- BEGIN available-tables (generated) -->
Optional, no fixed order; the final leaf is always a sop.
| Tactic | When to use | | --- | --- | | contradiction-identification | Identify technical and physical contradictions in a system through functional modeling and matrix analysis. |
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use | | --- | --- | | contradiction-matrix-lookup | Query the 39x39 TRIZ contradiction matrix to find recommended inventive principles for a given technical contradiction. | | separation-principle | Apply time/space/condition/scale separation to resolve physical contradictions where the same parameter must satisfy opposing requirements. | | structural-synthesis | Synthesize all structural transformation outputs into a coherent, ranked idea report with lineage tracking. | | triz-principle-application | Select inventive principles from the contradiction matrix and generate concrete solutions for identified contradictions. |
<!-- END available-tables (generated) -->
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | pass→pass | 17,062 | 26,894 | +58% | 1 | 1 | 0% | 1,950 | 4,038 | +107% | 0 | 0 | — |
case-02 | pass→pass | 18,431 | 16,490 | -11% | 1 | 1 | 0% | 2,255 | 3,287 | +46% | 0 | 0 | — |
case-03 | fail→pass | 18,929 | 47,284 | +150% | 1 | 1 | 0% | 2,259 | 8,536 | +278% | 0 | 0 | — |
case-04 | pass→pass | 12,517 | 21,653 | +73% | 1 | 1 | 0% | 1,327 | 4,446 | +235% | 0 | 0 | — |
case-05 | pass→pass | 17,780 | 35,896 | +102% | 1 | 1 | 0% | 1,688 | 4,696 | +178% | 0 | 0 | — |
case-06 | pass→pass | 10,703 | 24,448 | +128% | 1 | 1 | 0% | 983 | 4,017 | +309% | 0 | 0 | — |
case-07 | fail→pass | 9,574 | 27,045 | +182% | 1 | 1 | 0% | 1,523 | 4,148 | +172% | 0 | 0 | — |
case-08 | fail→pass | 14,681 | 32,363 | +120% | 1 | 1 | 0% | 1,586 | 5,118 | +223% | 0 | 0 | — |
case-09 | pass→pass | 16,420 | 28,319 | +72% | 1 | 1 | 0% | 1,755 | 5,134 | +193% | 0 | 0 | — |
case-10 | pass→pass | 17,448 | 42,641 | +144% | 1 | 1 | 0% | 1,965 | 5,059 | +157% | 0 | 0 | — |
case-11 | pass→pass | 17,884 | 49,768 | +178% | 1 | 1 | 0% | 1,771 | 6,912 | +290% | 0 | 0 | — |
case-12 | pass→pass | 18,839 | 30,428 | +62% | 1 | 1 | 0% | 1,956 | 6,471 | +231% | 0 | 0 | — |
case-13 | pass→pass | 19,974 | 30,353 | +52% | 1 | 1 | 0% | 2,279 | 5,058 | +122% | 0 | 0 | — |
case-14 | pass→pass | 18,455 | 28,761 | +56% | 1 | 1 | 0% | 2,183 | 4,352 | +99% | 0 | 0 | — |
case-15 | pass→pass | 15,776 | 40,046 | +154% | 1 | 1 | 0% | 1,696 | 7,255 | +328% | 0 | 0 | — |
case-16 | pass→pass | 15,618 | 29,722 | +90% | 1 | 1 | 0% | 2,382 | 4,498 | +89% | 0 | 0 | — |
case-17 | pass→pass | 19,455 | 29,343 | +51% | 1 | 1 | 0% | 2,226 | 5,589 | +151% | 0 | 0 | — |
case-18 | pass→pass | 19,212 | 97,170 | +406% | 1 | 1 | 0% | 2,331 | 6,690 | +187% | 0 | 0 | — |
case-19 | pass→pass | 19,687 | 26,039 | +32% | 1 | 1 | 0% | 2,147 | 4,781 | +123% | 0 | 0 | — |
case-20 | pass→pass | 16,276 | 39,907 | +145% | 1 | 1 | 0% | 2,249 | 4,935 | +119% | 0 | 0 | — |
case-21 | pass→pass | 18,034 | 41,442 | +130% | 1 | 1 | 0% | 2,110 | 6,337 | +200% | 0 | 0 | — |
case-22 | pass→pass | 18,991 | 32,519 | +71% | 1 | 1 | 0% | 2,057 | 4,901 | +138% | 0 | 0 | — |
case-23 | pass→pass | 14,039 | 20,736 | +48% | 1 | 1 | 0% | 2,244 | 3,990 | +78% | 0 | 0 | — |
case-24 | fail→pass | 11,319 | 26,980 | +138% | 1 | 1 | 0% | 1,881 | 3,947 | +110% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 24 cases were attempted. The headline lift of +17 percentage points is the difference between those two pass rates over the 24 comparable cases.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.