โ† All skills
Tencent SkillHub ยท Developer Tools

AB Test Framework

Compare models with A/B testing for selection

skill openclawclawhub Free
0 Downloads
0 Stars
0 Installs
0 Score
High Signal

Compare models with A/B testing for selection

โฌ‡ 0 downloads โ˜… 0 stars Unverified but indexed

Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
SKILL.md, index.js, package.json, tests/test.js

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 11 sections Open source page

Description

Compare models with A/B testing for selection

Source Reference

This skill is derived from 20. Testing & Quality Assurance of the OpenClaw Agent Mastery Index v4.1. Sub-heading: A/B Testing Frameworks for Model Selection Complexity: high

Input Parameters

NameTypeRequiredDescriptionmodel_astringYesFirst modelmodel_bstringYesSecond modeltest_promptsarrayYesTest prompts

Output Format

{ "status": <string>, "details": <object>, "winner": <string>, "confidence": <number> }

Example 1: Basic Usage

const result = await openclaw.skill.run('ab-test-framework', { model_a: "value", model_b: "value", test_prompts: 123 });

Example 2: With Optional Parameters

const result = await openclaw.skill.run('ab-test-framework', { model_a: "value", model_b: "value", test_prompts: [] });

Security Considerations

A/B test security per Category 8; prevent test manipulation

Additional Security Measures

Input Validation: All inputs are validated before processing Least Privilege: Operations run with minimal required permissions Audit Logging: All actions are logged for security review Error Handling: Errors are sanitized before returning to caller

Common Issues

IssueCauseSolutionPermission deniedInsufficient privilegesCheck file/directory permissionsInvalid inputMalformed parametersValidate input formatDependency missingRequired module not installedRun npm install

Debug Mode

Enable debug logging: openclaw.logger.setLevel('debug'); const result = await openclaw.skill.run('ab-test-framework', { ... });

Related Skills

model-routing-manager performance-benchmarker @param {string} params.model_a - First model @param {string} params.model_b - Second model @param {Array} params.test_prompts - Test prompts

Category context

Code helpers, APIs, CLIs, browser automation, testing, and developer operations.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
2 Scripts1 Docs1 Config
  • SKILL.md Primary doc
  • index.js Scripts
  • tests/test.js Scripts
  • package.json Config