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emergent-property-hunting

Research
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Seek properties that emerge from combination (non-additive)

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Source SKILL.md: https://github.com/yogsoth-ai/de-anthropocentric-research-engine/blob/HEAD/skills/emergent-property-hunting/SKILL.md

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Emergent Property Hunting

Seek properties that emerge from combination (non-additive). Focus specifically on identifying and validating properties that exist in the combination but not in any individual component — the hallmark of genuine creative novelty.

State Ledger

ResourceTargetCurrent%
web-search2500%
web-research1000%
paper-overview2500%
paper-search1500%
paper-research800%

HARD-GATE

Cannot exit strategy until ≥80% of each budget line is consumed OR yield targets are met with justification for remaining budget.

Available Tactics

TacticRole
combination-mappingEnumerate combinations to test for emergence
emergence-detectionDetect and validate emergent properties
blend-constructionConstruct blends to test for emergent structure

Available SOPs

SOPRole
emergent-property-identificationIdentify non-additive properties
blend-elaborationRun combinations as mental simulations
vital-relation-mappingMap relations that enable emergence
combinatorial-synthesisSynthesize emergence findings

Execution Guidance

  1. Generate Combinations: Use combination-mapping to produce candidate combinations
  2. Predict Properties: For each combination, predict what properties should exist if combination is merely additive
  3. Simulate: Use blend-elaboration to run the combination as a mental simulation
  4. Detect Emergence: Identify properties that appear in simulation but weren't predicted from additive model
  5. Validate: Confirm emergent properties are genuine (not just overlooked additive properties)
  6. Characterize: Describe the mechanism by which emergence occurs (interaction effects, threshold effects, structural effects)
  7. Rank: Prioritize emergent properties by novelty and utility

Available Tactics

Optional, no fixed order; the final leaf is always a sop.

TacticWhen to use
blend-constructionConstruct complete 4-space blends with emergent structure. Orchestrates input-space-construction → generic-space-extraction → blend-composition.
emergence-detectionDetect and validate emergent properties from combinations. Orchestrates emergent-property-identification → blend-elaboration.

Available SOPs

Optional, no fixed order; the final leaf is always a sop.

SOPWhen to use
blend-elaborationRun blend as mental simulation
combinatorial-synthesisSynthesize all combinatorial creativity outputs
emergent-property-identificationIdentify non-additive properties from combinations
vital-relation-mappingMap 15 vital relations between concepts