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Biomimicry Design Spiral: Define→Biologize→Discover→Abstract→Emulate. Translate technical challenges into biological questions and find nature's solutions.
Passed 12 of 19 test cases with the skill, and 6 of 19 without it.
and 7 more in the full report
7 fixed7 passed either way9 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
We need a new passive cooling microchannel heat sink for high-power electronics. Most engineers jump straight to modeling fluid dynamics in CAD software. We want a full natural design process—show us how natural heat dissipation mechanisms can be translated into engineering designs.
| Checked | Without skill | With skill |
|---|---|---|
| The response restates the thermal management challenge into a biological functional question before searching for organisms. | Missed | Passed |
| The response abstracts biological mechanisms into design principles prior to generating engineering solutions. | Passed | Passed |
The instructions your model reads when the skill loads.
Apply the Biomimicry Design Spiral: Define→Biologize→Discover→Abstract→Emulate.
| Resource | Target | Current | % |
|---|---|---|---|
| web-search | 30 | 0 | 0% |
| web-research | 10 | 0 | 0% |
| paper-overview | 30 | 0 | 0% |
| paper-search | 20 | 0 | 0% |
| paper-research | 8 | 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 technical functions to biological systems |
| analogy-extraction | Extract transferable principles from biological domains |
| SOP | Role |
|---|---|
| problem-biologization | Define → Biologize: restate problem as biological question |
| organism-discovery | Discover: find organisms solving the biological question |
| biological-strategy-extraction | Abstract: extract mechanism-level strategies |
| emulation-generation | Emulate: generate technical solutions from strategies |
| biomimicry-synthesis | Synthesize final output |
test cases passed, vs 6 / 19 without
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