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Map technical functions to biological functions, find organisms solving equivalent problems. Deep functional matching across domains.
Passed 17 of 19 test cases with the skill, and 7 of 19 without it.
and 13 more in the full report
13 fixed7 passed either way1 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
In a bio-inspired acoustic dampening project, paper-search budget is only at 50% (10 out of 20), but the team claims they have already found sufficient champion organisms. Under the strategy hard-gate rule, what mandatory condition is required if they wish to exit early without reaching 80% budget consumption across all lines?
| Checked | Without skill | With skill |
|---|---|---|
| Specifies that written justification for the remaining unconsumed budget must be provided alongside meeting yield targets. | Missed | Passed |
The instructions your model reads when the skill loads.
Map technical functions to biological functions and find organisms that solve equivalent problems.
| 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 | 10 | 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 | Core tactic: map technical→biological functions |
| analogy-extraction | Extract transferable structural principles |
| SOP | Role |
|---|---|
| problem-biologization | Translate technical function to biological function |
| organism-discovery | Find organisms performing the biological function |
| functional-model-biology | Build functional model of biological system |
| biological-strategy-extraction | Extract mechanism-level strategies |
| abstraction-to-design | Abstract to design principles |
| emulation-generation | Generate technical solutions |
| biomimicry-synthesis | Synthesize final output |
test cases passed, vs 7 / 19 without
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