dict-deps

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

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

Analyzes dependencies of dictionaries to recommend optimal configurations

Identifies and manages context-specific dictionary dependencies efficiently.
Uses subagent-spawning techniques to leverage external services for deeper analysis.
Decides on the best configuration by analyzing multiple dependency sources simultaneously.
Delivers recommended settings directly to the user or integrates them into existing systems.

.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.