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holistic-testing-with-pact-principles

Design comprehensive test strategies using PACT principles for various system types.

436|78|Updated Sep 11, 2025

Search Tags:#test strategy #AI testing #holistic testing #agentic systems #PACT principles #whole-team quality #quality engineering

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npx skills add https://github.com/proffesor-for-testing/agentic-qe --skill holistic-testing-with-pact-principles

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: holistic-testing-with-pact-principles
Source: https://github.com/proffesor-for-testing/agentic-qe/tree/main/.claude/skills/holistic-testing-pact
Command: npx skills add https://github.com/proffesor-for-testing/agentic-qe --skill holistic-testing-with-pact-principles

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps teams design comprehensive test strategies that integrate quality throughout the entire development lifecycle, moving beyond traditional testing to embrace proactive, autonomous, collaborative, and targeted (PACT) principles.

Core Features & Use Cases

Holistic Testing Model: Applies a comprehensive model for quality across classical, AI-assisted, agent-based, and agentic systems.
PACT Principles: Emphasizes Proactive, Autonomous, Collaborative, and Targeted approaches to quality engineering.
Whole-Team Quality: Guides in implementing practices that embed quality responsibility across the entire development team.
Use Case: Use this Skill to design a new quality strategy for an AI-assisted system, ensuring that testing is proactive, automated, collaborative, and focused on high-risk areas.

Quick Start

Use the holistic-testing-pact skill to outline a comprehensive test strategy for a new agent-based system, integrating PACT principles.

Frequently Asked Questions about holistic-testing-with-pact-principles

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

FAQPage Schema

How do I design a test strategy for an AI-assisted or agentic system?▼

Design a test strategy by applying the Holistic Testing Model, which integrates PACT principles—Proactive, Autonomous, Collaborative, and Targeted—across classical, AI-assisted, agent-based, and agentic systems. This approach embeds quality throughout development, covering both technology-facing and business-facing test quadrants for comprehensive risk coverage.

What is the Holistic Testing Model and how does it differ from traditional testing?▼

The Holistic Testing Model moves beyond siloed testing by embedding quality responsibility across the entire development team using PACT principles. It enables proactive risk analysis, autonomous test ownership, collaborative planning, and targeted testing focused on high-risk areas, delivering measurable outcomes like fast feedback and reduced bug escape.

How do I implement whole-team quality and autonomous test ownership?▼

Implement whole-team quality by distributing testing responsibility across developers and QA using the PACT framework: establish proactive risk-based planning, enable autonomous test design at the unit and integration levels, facilitate collaborative strategy sessions, and execute targeted tests aligned with business and technology risks.

Can I apply holistic testing principles to classical systems, or only AI and agent-based systems?▼

Holistic testing applies to classical systems as well as AI-assisted, agent-based, and agentic systems. The model and PACT principles are designed for comprehensive quality strategies across all system types, adapting the approach to fit each technology's specific testing requirements and risk profiles.

What does risk-based planning mean in the context of holistic testing?▼

Risk-based planning identifies and prioritizes high-impact, high-probability failure modes early in development. Within holistic testing, it directs proactive test design across technology-facing and business-facing quadrants, ensuring targeted testing effort focuses on areas where failures pose the greatest risk to the system.

How do rapid feedback loops fit into a holistic testing strategy?▼

Rapid feedback loops are a measurable outcome of holistic testing, achieved through autonomous, collaborative test ownership and targeted execution. They enable teams to detect and fix quality issues immediately during development, reducing cycle time and supporting the PACT principle of continuous, whole-team quality.