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Cross-Domain Discovery Campaign — find transferable mechanisms from unrelated fields via bisociation, analogical transfer, random stimulus, and forced bridging
Passed 14 of 19 test cases with the skill, and 12 of 19 without it.
and 6 more in the full report
6 fixed11 passed either way3 still failing3 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
A researcher is running the random-stimulus-entry strategy to find creative lateral inputs for wastewater treatment filter design. What are the budget caps for web-search and web-research under this strategy?
| Checked | Without skill | With skill |
|---|---|---|
| Limits web-search budget to 20. | Missed | Passed |
| Limits web-research budget to 5. | Missed | Passed |
The instructions your model reads when the skill loads.
Find transferable mechanisms from unrelated fields via bisociation, analogical transfer, random stimulus, and forced bridging.
| Strategy | Signal Keywords |
|---|---|
| facet-bisociation | bisociation, two matrices, Koestler, collision, unrelated frames |
| analogical-transfer | analogy, structure-mapping, Gentner, source domain, relational similarity |
| random-stimulus-entry | random, stimulus, serendipity, unexpected entry, lateral input |
| forced-bridge-construction | force connection, bridge, unrelated technologies, deliberate link |
| design-by-analogy | DBA, problem reframe, analogical design, bio-inspired, nature-inspired |
| Strategy | Description |
|---|---|
| facet-bisociation | Bridge two unrelated thinking matrices via Koestler bisociation |
| analogical-transfer | Systematic structure-mapping from source to target domain (Gentner) |
| random-stimulus-entry | Random word/paper/concept as thinking entry point |
| forced-bridge-construction | Force connections between unrelated technologies |
| design-by-analogy | Complete DBA process: problem reframe → source search → map → transfer → adapt |
| Tactic | Description |
|---|---|
| analogy-extraction | Extract transferable structural principles from source domains (shared) |
| domain-divergence | Scan and select maximally diverse source domains |
| bridge-validation | Validate analogy depth and transfer viability |
| SOP | Description |
|---|---|
| abstraction-extraction | Extract abstract principles from concrete domain cases |
| structural-mapping | Map source→target structural correspondences |
test cases passed, vs 12 / 19 without
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