Metamorphic Property Extractor

SkillDev tools

Automatically identify metamorphic properties (symmetry, linearity, additivity, input invariances) from programs or functions. Use when generating metamorphic tests, discovering program properties, validating transformations, or creating test oracles without explicit specifications. Analyzes control flow, data flow, and sample executions to output structured properties for metamorphic test generation and verification.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Metamorphic Property Extractor skill

What this skill tells your AI

The instructions your AI receives, as published by arabelatso/skills-4-se in skills/metamorphic-property-extractor/SKILL.md and read by ahel’s review.

Overview

Automatically identify metamorphic properties from programs to enable metamorphic testing without explicit test oracles.

Core Workflow

1. Extract Properties

python scripts/property_extractor.py --program function.py --output properties.json

2. Verify Properties

python scripts/verify_properties.py --program function.py --properties properties.json

Metamorphic Properties

Symmetry

f(x, y) == f(y, x)

Linearity

f(a*x) == a*f(x)

Additivity

f(x + y) == f(x) + f(y)

Idempotence

f(f(x)) == f(x)

Permutation Invariance

f(permute(x)) == f(x)

Resources

Signals

GitHub stars
252
Forks
23
Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
metamorphic-property-extractor
Source
github.com/arabelatso/skills-4-se