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BioTRIZ: biological 40 principles + bio contradiction matrix. Resolve technical contradictions using biological inventive principles.
Passed 9 of 19 test cases with the skill, and 7 of 19 without it.
3 fixed7 passed either way11 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
Perform BioTRIZ analysis for waterproof breathable fabrics, tracking budget but excluding academic paper overview metrics.
| Checked | Without skill | With skill |
|---|---|---|
| Includes paper-overview budget metrics in the state ledger. | Missed | Passed |
The instructions your model reads when the skill loads.
Apply BioTRIZ methodology: biological 40 principles + bio contradiction matrix to resolve technical contradictions.
| 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% |
Cannot exit strategy until ≥80% of each budget line is consumed OR yield targets are met with justification for remaining budget.
| Tactic | Role |
|---|---|
| biological-function-mapping | Map contradiction parameters to biological systems |
| analogy-extraction | Extract transferable principles from biological solutions |
| SOP | Role |
|---|---|
| biotriz-principle-selection | Select applicable BioTRIZ principles for the contradiction |
| biological-strategy-extraction | Extract detailed strategies from selected organisms |
| abstraction-to-design | Abstract biological principle to design principle |
| emulation-generation | Generate solutions emulating biological strategies |
| biomimicry-synthesis | Synthesize final output |
test cases passed, vs 7 / 19 without
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