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openclaw-qa-testing

Automates QA testing for OpenClaw across qa-lab and qa-channel scenarios with AI models.

4|Updated Apr 27, 2026
Search Tags:#test automation#ai integration#openclaw#qa testing#matrix testing
One-click install
npx skills add https://github.com/Agent-Pattern-Labs/sparse-kernel --skill openclaw-qa-testing-agent-pattern-labs
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: openclaw-qa-testing
Source: https://github.com/Agent-Pattern-Labs/sparse-kernel/tree/main/.agents/skills/openclaw-qa-testing
Command: npx skills add https://github.com/Agent-Pattern-Labs/sparse-kernel --skill openclaw-qa-testing-agent-pattern-labs

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires openclaw, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the need for a streamlined approach to automate, run, monitor, and extend QA tests for OpenClaw, ensuring a high-quality codebase and smooth operational workflows.

Core Features & Use Cases

  • Automated Testing: Execute and track QA tests within qa-lab and qa-channel scenarios.
  • Integration with OpenAI Models: Leverage powerful AI models like openai/gpt-5.4 for enhanced QA analysis.
  • Matrix Testing: Support for comprehensive test coverage with fast and full profiles for release validation.
  • Character Evaluations: Conduct in-depth character evaluation checks for style, persona, and vibe assessment.

Quick Start

To initiate OpenClaw QA testing using this skill, simply run the command:

openclaw-qa-testing qa suite --provider-mode live-frontier --model openai/gpt-5.4 --output-dir .artifacts/qa-e2e/run-all-live-frontier-<tag>

Frequently Asked Questions about openclaw-qa-testing

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

FAQPage Schema
How do I automate QA testing in the OpenClaw environment?▼

You can automate QA testing in OpenClaw by executing the qa suite command, which runs tests across qa-lab and qa-channel scenarios and outputs results to a specified directory.

What is matrix testing and how does it improve test coverage?▼

Matrix testing improves coverage by supporting fast and full profiles, allowing you to validate OpenClaw releases comprehensively across multiple scenarios and configurations simultaneously.

Can I use AI models to enhance automated QA analysis?▼

Yes, you can leverage AI models like openai/gpt-5.4 by specifying the provider-mode and model parameters in your test command to enhance QA analysis.

Does OpenClaw testing support character evaluation checks?▼

Yes, OpenClaw testing supports in-depth character evaluation checks to assess style, persona, and vibe, ensuring that character outputs meet specific behavioral and contextual standards.

Do I need OpenClaw installed to run these QA tests?▼

Yes, OpenClaw is a required dependency. You must have the OpenClaw environment set up to execute the qa-lab and qa-channel workflows and generate the necessary test artifacts.

What is the best way to validate a release using OpenClaw automation?▼

The best way to validate a release is running the full matrix testing profile in live-frontier provider mode, ensuring comprehensive coverage across all qa-lab and qa-channel scenarios.

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