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Detect and validate emergent properties from combinations. Orchestrates emergent-property-identification → blend-elaboration.
Passed 19 of 22 test cases with the skill, and 18 of 22 without it.
and 1 more in the full report
4 fixed15 passed either way0 still failing3 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
We are studying how combining a hydrogel mesh with cultured cardiac myocytes yields synchronized beating tissue. We need to map the underlying structural, temporal, and causal relationships that make this synthesis possible before drawing final conclusions. Which specific technique or framework handles mapping these underlying relational structures?
| Checked | Without skill | With skill |
|---|---|---|
| Applies vital relation mapping to diagram and trace the foundational structural and causal relations enabling emergence. | Missed | Passed |
The instructions your model reads when the skill loads.
Detect and validate emergent properties from combinations — properties that exist in the combination but not in any individual component.
Use emergent-property-identification SOP to systematically scan combinations for non-additive properties. Compare predicted additive properties against actual combination properties.
Use blend-elaboration SOP to run the combination as a mental simulation, discovering additional emergent properties through dynamic interaction of combined elements.
| Metric | Floor |
|---|---|
| Emergent properties identified | ≥2 |
| Properties verified as non-additive | ≥2 |
| Emergence mechanism described | ≥1 per property |
| Verification direction proposed | ≥1 per property |
| SOP | Role |
|---|---|
| emergent-property-identification | Stage 1 — identify non-additive properties |
| blend-elaboration | Stage 2 — simulate combination dynamics |
| vital-relation-mapping | Supporting — map relations enabling emergence |
| combinatorial-synthesis | Post — synthesize emergence findings |
test cases passed, vs 18 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.