practitioner-hat

$npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/practitioner-hat

Engineer perspective: assess buildability.

SKILL.md

.github/skills/practitioner-hatView on GitHub ↗
---
name: practitioner-hat
description: Engineer perspective — assess buildability, cost, timeline, and integration challenges.
execution: subagent
prompt: ./prompt.md
input: solution (string)
used-by: perspective-forcing, role-based-ideation, perspective-rotation
---

# Practitioner Hat

Engineer perspective: assess buildability.

## Execution

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

## Why Subagent

Engineering assessment requires systematic evaluation of implementation details that benefits from focused, uninterrupted analysis.

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.