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SunflowersLwtech
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polanyi-enhanced

Analyze code architecture and visual design for tacit knowledge and gestalt integration.

Updated Aug 23, 2026
Search Tags:#code review#design analysis#system architecture#tacit knowledge#gestalt#qualitative judgment
One-click install
npx skills add https://github.com/SunflowersLwtech/tacitknowledge --skill polanyi-enhanced
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: polanyi-enhanced
Source: https://github.com/SunflowersLwtech/tacitknowledge/tree/main/skill
Command: npx skills add https://github.com/SunflowersLwtech/tacitknowledge --skill polanyi-enhanced

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps software engineers and designers leverage tacit and implicit knowledge to make better qualitative judgments and improve system quality.

Core Features & Use Cases

  • Knowledge Layer Analysis: Extracts implicit and tacit insights from code and design, such as unspoken heuristics and gestalt principles.
  • Reasoning Lenses: Applies multiple perspectives like subsystem analysis, Gestalt integration, and indwelling to evaluate quality and coherence.
  • Use Case: Analyzing a complex UI layout that "feels off" by assessing gestalt failures and boundary violations, guiding iterative improvements.

Quick Start

Provide the code or design snippet and ask for an expert-level review focused on tacit insights and systemic coherence.

Frequently Asked Questions about polanyi-enhanced

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I perform expert-level code review using tacit knowledge and gestalt principles?▼

Expert code review using tacit knowledge analyzes architecture and interface flow for unspoken heuristics and gestalt integration. It evaluates holistic coherence and identifies subtle structural issues by applying multiple reasoning lenses like subsystem analysis and boundary clarity.

What is gestalt integration in system architecture and visual design analysis?▼

Gestalt integration in system architecture assesses the holistic coherence of code structure and interface flow. It helps developers evaluate how well subsystems connect and identifies subtle boundary violations that degrade overall design quality.

How do I analyze a complex UI layout that feels off using qualitative judgment?▼

Analyzing a UI layout that feels off requires applying qualitative judgment to assess gestalt failures and boundary violations. This approach surfaces implicit design heuristics, guiding iterative improvements for systemic coherence.

Do I need prerequisite knowledge of expert heuristics to analyze tacit knowledge in code?▼

Analyzing tacit knowledge in code requires understanding expert heuristics, gestalt principles, and knowledge boundaries. This foundational understanding is necessary to effectively evaluate qualitative judgments and systemic coherence in software design.

What is the best way to identify subtle boundary issues in software system structure?▼

Identifying subtle boundary issues in software structure is best achieved by analyzing code architecture for boundary clarity. This method evaluates subsystem integration and surfaces implicit knowledge layers to pinpoint systemic incoherence.

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