dict-deps

Name: dict-deps
Author: yogsoth-ai/de-anthropocentric-research-engine

$npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/dict-deps

.github/skills/dict-depsView on GitHub ↗

---
name: dict-deps
execution: strategy
dependencies:
  skills:
    - context-management
    - subagent-spawning
  mcp:
    - brave-search
---
# body

Skill	Description
abductive-hypothesis-generation	Strategy: 面对异常的最佳解释推理
ablation-brainstorm	Remove components one by one, observe system changes to reveal hidden dependencies and generate ideas from structural gaps.
ablation-component-mapping	Map system architecture to ablatable units for ablation studies
ablation-design	Design ablation studies to isolate component contributions in ML systems
ablation-execution	Remove components one by one from a system, record the response/impact of each removal.
abp-vulnerability-classification	Classify 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-extraction	Extract abstract principles from concrete domain cases. Strips domain-specific details to reveal transferable mechanisms.
abstraction-ladder	Perform bisociation at multiple abstraction levels
abstraction-laddering	Move between concrete and abstract framings — 3 levels up (Why?) and 3 levels down (How?) to find the most productive research level.
abstraction-to-design	Abstract biological principle to design principle. Bridge from biology to engineering.