testing

Plan and execute deterministic unit, integration, and acceptance tests for Go and Python.

Updated Mar 5, 2026
One-click install
npx skills add https://github.com/Nathanto-ai/liza-private --skill testing-nathanto-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: testing
Source: https://github.com/Nathanto-ai/liza-private/tree/main/skills/testing
Command: npx skills add https://github.com/Nathanto-ai/liza-private --skill testing-nathanto-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Testing discipline is essential to prevent regressions and ensure software quality. This Skill codifies a robust protocol for writing, organizing, and validating tests with clear guardrails, structure, and documentation.

Core Features & Use Cases

  • Guided test design: Provides a framework for deterministic tests, given-when-then patterns, and strict assertions.
  • Quality guardrails: Encourages anti-pattern avoidance and a paired-coverage mindset.
  • Documentation standard: Outlines how to document testing standards in SKILL.md for onboarding and audits.

Quick Start

Execute a deterministic test run using Given/When/Then structure and strict assertions to validate core functionality.

Frequently Asked Questions about testing

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

FAQPage Schema
How do I write deterministic unit tests using pytest in Python?

Deterministic pytest unit tests require strict assertions and given-when-then patterns to validate core functionality. This framework provides guided test design to ensure your Python tests yield consistent results and clear failure signals.

What is the best way to structure integration tests for Go and Python stacks?

The best way to structure integration tests for Go and Python stacks is applying given-when-then patterns with strict assertions. This enforces deterministic test design, edge-case coverage, and clear failure signals across both languages.

Does this testing approach support both unit and acceptance testing workflows?

Yes, this testing approach supports unit, integration, and acceptance testing workflows. It automates rigorous test planning and execution across Go and Python stacks while emphasizing deterministic results and clear failure signals.

How do I document testing standards for onboarding and audits?

To document testing standards for onboarding and audits, outline your deterministic test design and assertion guidelines in a SKILL.md file. This establishes a robust protocol for writing, organizing, and validating tests with clear guardrails.

Why do my unit tests produce flaky results and how can I avoid these anti-patterns?

Flaky unit tests often stem from anti-patterns and non-deterministic execution. Avoid them by applying a paired-coverage mindset, strict assertions, and guided test design protocols that enforce clear failure signals and edge-case coverage.