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Biomimicry Campaign — discover transferable solutions from biological systems via Design Spiral, BioTRIZ, functional analogy, ecosystem patterns, and evolution strategies.
Passed 19 of 22 test cases with the skill, and 16 of 22 without it.
and 4 more in the full report
6 fixed15 passed either way1 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
We need to search broad academic biomimicry literature across Semantic Scholar for bio-inspired thermal regulation mechanisms. Which specific tool should be called?
| Checked | Without skill | With skill |
|---|---|---|
| Selects relevanceSearch from semantic-scholar for academic literature searching. | Missed | Passed |
The instructions your model reads when the skill loads.
Discover transferable solutions from biological systems via Design Spiral, BioTRIZ, functional analogy, ecosystem patterns, and evolution strategies.
| Strategy | Signal Keywords |
|---|---|
| biologize-and-discover | biologize, design spiral, nature solves, organism, biomimicry design |
| biotriz-resolution | contradiction, bio-principle, biological TRIZ, trade-off, bio conflict |
| functional-analogy | function, biological function, organism mapping, how nature does X |
| ecosystem-pattern | ecosystem, symbiosis, emergence, resilience, cycles, network |
| evolution-strategy | evolution, selection, mutation, adaptation, radiation, speciation |
| Strategy | Description |
|---|---|
| biologize-and-discover | Biomimicry Design Spiral: Define→Biologize→Discover→Abstract→Emulate |
| biotriz-resolution | BioTRIZ: biological 40 principles + bio contradiction matrix |
| functional-analogy | Map technical functions to biological functions, find organisms |
| ecosystem-pattern | Extract ecosystem-level organization patterns (symbiosis, emergence, resilience) |
| evolution-strategy | Use evolution mechanisms (selection, mutation, radiation) as design operators |
| Tactic | Description |
|---|---|
| analogy-extraction | Extract transferable structural principles from source domains (shared) |
| biological-function-mapping | Map technical functions to biological systems via biologize→discover→model |
| life-principles-application | Apply life's principles as design constraints via ecosystem→evolution→abstraction |
| SOP | Description |
|---|---|
| problem-biologization | Restate technical problem as biological question |
| organism-discovery | Find organisms solving similar problems |
test cases passed, vs 16 / 22 without
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