transfer-adaptation

$npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/transfer-adaptation

Adapts abstract principles to solve target problem constraints

  • Solves problems by applying abstract principles to new domains
  • Uses subagent execution for focused reasoning
  • Analyzes constraints to identify suitable adaptations
  • Returns concrete solutions ready for implementation

SKILL.md

.github/skills/transfer-adaptationView on GitHub ↗
---
name: transfer-adaptation
description: Adapt transferred principle to target problem constraints. Produces concrete adapted solutions from abstract principles.
execution: subagent
prompt: ./prompt.md
input: abstract_principle (string), target_problem (string)
used-by: cross-domain-discovery, analogical-transfer, design-by-analogy, bridge-validation, forced-bridge-construction
---

# Transfer Adaptation

Adapt transferred principle to target problem constraints.

## Execution

Subagent — spawned via subagent-spawning/spawn-agent skill.

## Why Subagent

Transfer adaptation requires careful reasoning about how abstract mechanisms instantiate in a new domain. Benefits from dedicated attention to constraint satisfaction and risk identification without being distracted by the broader creative process.

More from yogsoth-ai/de-anthropocentric-research-engine

SkillDescription
abductive-hypothesis-generationStrategy: 面对异常的最佳解释推理
ablation-brainstormRemove components one by one, observe system changes to reveal hidden dependencies and generate ideas from structural gaps.
ablation-component-mappingMap system architecture to ablatable units for ablation studies
ablation-designDesign ablation studies to isolate component contributions in ML systems
ablation-executionRemove components one by one from a system, record the response/impact of each removal.
abp-vulnerability-classificationClassify assumptions on 2 axes — load-bearing (how much conclusion depends on it) × vulnerable (how likely to be false). Focuses attention on High-Load × High-Vulnerable quadrant.
abstraction-extractionExtract abstract principles from concrete domain cases. Strips domain-specific details to reveal transferable mechanisms.
abstraction-ladderPerform bisociation at multiple abstraction levels
abstraction-ladderingMove between concrete and abstract framings — 3 levels up (Why?) and 3 levels down (How?) to find the most productive research level.
abstraction-to-designAbstract biological principle to design principle. Bridge from biology to engineering.