Python API Consistency Validator

SkillDev tools

Validate API consistency between two versions of Python libraries. Use when you need to compare API behavior, signatures, and exceptions between library versions to identify breaking changes, incompatible modifications, and behavior differences. The skill performs static analysis of Python code, compares function signatures, class definitions, parameter types, return types, and generates a detailed JSON report with breaking changes, warnings, and migration guidance. Supports Python libraries and packages.

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

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What this skill tells your AI

The instructions your AI receives, as published by arabelatso/skills-4-se in skills/python-api-consistency-validator/SKILL.md and read by ahel’s review.

Overview

This skill validates API consistency between two versions of Python libraries by comparing signatures, behavior, and exceptions. It identifies breaking changes, incompatible modifications, and provides detailed reports to guide safe API migration or upgrade.

Quick Start

# Compare two versions of a Python library
python scripts/validate.py /path/to/old_version /path/to/new_version

# Specify output file
python scripts/validate.py old_lib/ new_lib/ --output report.json

What Gets Validated

  1. Function Signatures - Parameters, return types, decorators
  2. Class Definitions - Methods, inheritance, attributes
  3. Parameter Changes - Added, removed, or modified parameters
  4. Return Type Changes - Modified return types
  5. Removed APIs - Deleted functions, classes, or methods

Validation Report

The tool generates a JSON report with:

  • Breaking Changes: API removals, incompatible modifications
  • Warnings: Type changes, signature modifications
  • Info: New additions, non-breaking changes
  • Summary: Total issues by severity

Example report:

{
  "summary": {
    "breaking_changes": 3,
    "warnings": 5,
    "info": 2
  },
  "breaking_changes": [
    {
      "type": "function_removed",
      "name": "deprecated_func",
      "severity": "breaking",
      "message": "Function 'deprecated_func' was removed"
    }
  ]
}

Usage

python scripts/validate.py <old_version_path> <new_version_path> [--output <report.json>]

The validator exits with code 1 if breaking changes are found, 0 otherwise.

Tips

  • Run validation before upgrading dependencies
  • Review breaking changes carefully
  • Check warnings for potential issues
  • Use in CI/CD pipelines to catch API changes
  • Compare against semantic versioning expectations

Signals

GitHub stars
252
Forks
23
Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
python-api-consistency-validator
Source
github.com/arabelatso/skills-4-se