# Send AB Test Framework to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
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

```text
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.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "ab-test-framework",
    "name": "AB Test Framework",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/nidalghETF/ab-test-framework",
    "canonicalUrl": "https://clawhub.ai/nidalghETF/ab-test-framework",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/ab-test-framework",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=ab-test-framework",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md",
      "index.js",
      "package.json",
      "tests/test.js"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "ab-test-framework",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-29T01:42:31.369Z",
      "expiresAt": "2026-05-06T01:42:31.369Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=ab-test-framework",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=ab-test-framework",
        "contentDisposition": "attachment; filename=\"ab-test-framework-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "ab-test-framework"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/ab-test-framework"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/ab-test-framework",
    "downloadUrl": "https://openagent3.xyz/downloads/ab-test-framework",
    "agentUrl": "https://openagent3.xyz/skills/ab-test-framework/agent",
    "manifestUrl": "https://openagent3.xyz/skills/ab-test-framework/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/ab-test-framework/agent.md"
  }
}
```
## Documentation

### 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
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: nidalghETF
- Version: 1.0.0
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-04-29T01:42:31.369Z
- Expires at: 2026-05-06T01:42:31.369Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/ab-test-framework)
- [Send to Agent page](https://openagent3.xyz/skills/ab-test-framework/agent)
- [JSON manifest](https://openagent3.xyz/skills/ab-test-framework/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/ab-test-framework/agent.md)
- [Download page](https://openagent3.xyz/downloads/ab-test-framework)