Loading skill
Install any skill in seconds. Free to start, no credit card required.
Get Started Free →yogsoth-ai/design-by-analogy
Complete DBA process: problem reframe → source search → map → transfer → adapt. Full Design-by-Analogy methodology for systematic analogical design.
Passed 6 of 14 test cases with the skill, and 3 of 14 without it.
and 13 more in the full report
10 fixed1 passed either way10 still failing4 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.
We have an aluminum pin-fin heat sink attached to a 100W CPU package. Calculate the convective heat transfer coefficient and exact steady-state junction temperature assuming a forced airflow of 2.5 m/s across a 50mm x 50mm base. Provide standard heat transfer equations and direct thermal resistance calculations.
| Checked | Without skill | With skill |
|---|---|---|
| The response calculates thermal resistance using direct engineering formulas. | Missed | Passed |
| The response omits cross-domain biological or architectural analogies. | Passed | Passed |
The instructions your model reads when the skill loads.
Complete Design-by-Analogy (DBA) process following the full methodology: problem reframe → source search → structural mapping → principle transfer → target adaptation.
| 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 |
|---|---|
| analogy-extraction | Core tactic — full analogy extraction pipeline |
| domain-divergence | Maximize source domain diversity |
| bridge-validation | Validate analogy quality before transfer |
| SOP | Role |
|---|---|
| domain-scanning | Search for analogous source domains |
| abstraction-extraction | Extract abstract design principles from source |
| structural-mapping | Map source→target structural correspondences |
| analogy-quality-assessment | Assess analogy depth and transfer viability |
| transfer-adaptation | Adapt transferred principle to target constraints |
| cross-domain-synthesis | Synthesize DBA outputs into design proposals |
test cases passed, vs 3 / 14 without
Published skills whose descriptions closely match this one, with their headline benchmark lift.
More skills from the same source and nearby in the registry, with their headline benchmark lift.