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Skill389 repo starsupdated 19d ago

analogical-transfer

The analogical-transfer skill applies Gentner's structure-mapping theory to systematically identify relational correspondences between domains and transfer higher-order constraints from source to target problems. Use this when solving novel problems by discovering distant domains sharing similar abstract relational structures, extracting their deep structural patterns, and adapting those principles to new contexts while filtering for substantive rather than superficial analogies.

Install in Claude Code
Copy
git clone --depth 1 https://github.com/yogsoth-ai/de-anthropocentric-research-engine /tmp/analogical-transfer && cp -r /tmp/analogical-transfer/skills/analogical-transfer ~/.claude/skills/analogical-transfer
Then start a new Claude Code session; the skill loads automatically.

SKILL.md

# Analogical Transfer

Systematic structure-mapping from source to target domain following Gentner's structure-mapping theory. Prioritize relational similarity over surface similarity.

## State Ledger

| Resource | Target | Current | % |
|----------|--------|---------|---|
| web-search | 25 | 0 | 0% |
| web-research | 10 | 0 | 0% |
| paper-overview | 30 | 0 | 0% |
| paper-search | 20 | 0 | 0% |
| paper-research | 8 | 0 | 0% |

## 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

| Tactic | Role |
|--------|------|
| analogy-extraction | Core tactic — extract and validate structural analogies |
| domain-divergence | Find distant source domains with high structural similarity |
| bridge-validation | Validate mapping depth before transfer |

## Available SOPs

| SOP | Role |
|-----|------|
| domain-scanning | Find candidate source domains |
| abstraction-extraction | Extract abstract relational structure |
| structural-mapping | Map source→target correspondences |
| analogy-quality-assessment | Rate analogy depth (surface/structural/systemic) |
| transfer-adaptation | Adapt transferred principle to target constraints |
| cross-domain-synthesis | Synthesize transfer outputs |

## Execution Guidance

1. **Functionalize target**: Restate target problem in relational terms (not object terms)
2. **Source search**: Use domain-scanning to find domains with similar relational structure
3. **Abstract source**: Extract relational structure from source using abstraction-extraction
4. **Map structure**: Use structural-mapping to align source→target correspondences
5. **Assess depth**: Apply analogy-quality-assessment — only proceed with STRUCTURAL or SYSTEMIC matches
6. **Transfer**: Carry over higher-order relational constraints from source to target
7. **Adapt**: Use transfer-adaptation to fit transferred principles to target constraints
8. **Validate**: Confirm transferred solution respects target domain physics/logic

<!-- BEGIN available-tables (generated) -->

## Available Tactics

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

| Tactic | When to use |
| --- | --- |
| bridge-validation | Validate analogy depth and transfer viability. Ensures only deep structural analogies (not surface-level similarities) proceed to transfer. |
| domain-divergence | Scan and select maximally diverse source domains. Ensures creative search covers genuinely unrelated fields with high transfer potential. |

## Available SOPs

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

| SOP | When to use |
| --- | --- |
| abstraction-extraction | Extract abstract principles from concrete domain cases. Strips domain-specific details to reveal transferable mechanisms. |
| analogy-quality-assessment | Assess analogy depth (surface/structural/systemic). Determines whether an analogy warrants transfer investment. |
| cross-domain-synthesis | Synthesize all cross-domain findings into a structured idea report. Integrates outputs from all strategies and SOPs. |
| structural-mapping | Map source→target structural correspondences. Identifies corresponding, missing, and extra elements between domains. |
| transfer-adaptation | Adapt transferred principle to target problem constraints. Produces concrete adapted solutions from abstract principles. |

<!-- END available-tables (generated) -->