zby/llm-do/decomplect-py

Name: decomplect-py
Author: zby

Claude Code and agent skill by zby/llm-do

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community

By zby
AI/ML
zby/llm-do
arscontexta/skills/decomplect-py/SKILL.md
Updated 5 Oct 2026
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Architectural code analysis for Python design quality. Evaluates simplicity (Rich Hickey), functional core/imperative shell (Gary Bernhardt), and coupling (Constantine & Yourdon). Use for design review or architectural assessment of Python code.

Install

npx vskill@latest install zby/llm-do/decomplect-py

SKILL.md

The same SKILL.md was published earlier as majiayu000/claude-skill-registry-data/decomplect-py.

Decomplect-Py

Architectural analysis for Python design quality.

Usage

/decomplect-py                # Run all 3 analyzers in parallel
/decomplect-py --simplicity   # Specific analyzer
/decomplect-py --fcis         # Specific analyzer
/decomplect-py --coupling     # Specific analyzer

Analyzers

Analyzer	Question
simplicity-analyzer	Is this truly simple or just easy?
fcis-analyzer	Is pure logic separated from I/O?
coupling-analyzer	Are modules well-separated?

What It Checks

Pillar	Focus
Simplicity	Values over state, decomplected concerns
FCIS	Functional core (pure), imperative shell (I/O)
Coupling	High cohesion, low coupling

When to Use

Reviewing Python system design
Before major refactoring
Assessing architectural quality
Checking if code is "Rich Hickey approved"

Supported Languages

Python (.py files only)

Python-Specific Patterns

dataclasses(frozen=True) and NamedTuple for immutable values
Mutable default argument anti-patterns
Django/Flask view architecture
Circular import detection
Module-level state analysis

Reference Documentation

Security

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Source

SKILL.md in the repositoryCheckingarscontexta/skills/decomplect-py/SKILL.md

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