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ai-test-generation

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Structured AI-assisted QA pipeline automation.

Software Engineering#automation#qa#ai#pipeline#test-generation#scenarios#oracles
Authorpetrkindlmann
Version1.0.0
Installs0

System Documentation

What problem does it solve?

AI-assisted test generation often suffers from disjoint artifacts, inconsistent naming, and weak traceability across the entire test pipeline. This Skill enforces a staged workflow that transforms a specification into structured requirements, risks, coverage, scenarios, oracles, and eventually code, with mandatory human review to maintain quality and maintainability.

Core Features & Use Cases

  • 7-step pipeline: Step-by-step process from Requirements Extraction to Human Review.
  • Guardrails enforce traceability, separation of concerns, and project conventions.
  • Generates artifacts: Requirements Document, Risk & Invariants, Coverage Matrix, Scenario Set, Oracle Definitions, and Test Code ready for review.
  • Applies to PRDs, user stories, API schemas, code diffs, and bug reports.
  • Suitable for teams that want repeatable, auditable QA test generation for complex systems.

Quick Start

To begin, provide a project spec or PRD and initiate the staged AI QA pipeline to produce the complete set of artifacts for review.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

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Please help me install this Skill:
Name: ai-test-generation
Download link: https://github.com/petrkindlmann/qa-skills/archive/main.zip#ai-test-generation

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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