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Ab Test
by
jpengcheng523-netizen
· GitHub ↗
· v1.0.0
· MIT-0
192
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0
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Active Installs
1
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Install in OpenClaw
/install ab-test
Description
Manage A/B tests
README (SKILL.md)
A/B Test Manager
Manage A/B tests
When to Use
- User needs testing related functionality
- Automating ab tasks
- Marketing operations
Usage
python3 scripts/ab_test.py --input \x3Cinput> --output \x3Coutput>
Configuration
Set required environment variables:
export AB_API_KEY="your-api-key"
Output
Returns JSON with results:
{
"success": true,
"data": {}
}
Usage Guidance
Do not install or provide secrets to this skill yet. The SKILL.md tells the agent to run scripts/ab_test.py and to export AB_API_KEY, but the package contains no code and the registry metadata lists no required env vars. Ask the publisher for the missing script or a link to the source repository, and require that they update the skill metadata to declare any required credentials. Only supply an API key after you have (1) inspected the script/source code, (2) verified the endpoint/service the key is used with, and (3) limited the key's permissions or used a test key. If you must test now, run it in an isolated sandbox with a scoped test key and monitor outbound network traffic.
Capability Analysis
Type: OpenClaw Skill
Name: ab-test
Version: 1.0.0
The provided files (_meta.json and SKILL.md) contain standard metadata and documentation for an A/B testing management tool. The instructions in SKILL.md are clear and align with the stated purpose, with no evidence of prompt injection, malicious execution, or data exfiltration. Although the primary execution script (scripts/ab_test.py) is referenced but not included in the provided content, the documentation itself contains no harmful indicators.
Capability Assessment
Purpose & Capability
The name/description (A/B test manager) matches the SKILL.md intent, but the skill asks the agent to run python3 scripts/ab_test.py (which is not included) and to set AB_API_KEY. The registry metadata declares no env vars and no code files, so the declared capabilities do not align with the artifacts provided.
Instruction Scope
The SKILL.md instructs the agent to execute an external script (python3 scripts/ab_test.py --input ... --output ...) and to read AB_API_KEY, but no script or code is bundled and the environment variable is not declared in the skill metadata. Instructions that rely on missing external files grant the agent broad discretion and are ambiguous — it's unclear what will actually run or what data would be sent.
Install Mechanism
There is no install spec (instruction-only), which is low risk in itself. However, the instructions expect a local 'scripts/ab_test.py' that is not present. That mismatch suggests either the skill is incomplete or it expects the agent/system to already have third-party code installed, which is a deployment risk and a sign of poor packaging.
Credentials
SKILL.md requires AB_API_KEY (sensible for an A/B test service), but the skill metadata declares no required environment variables and no primary credential. Requiring an API key in runtime instructions but not declaring it is an incoherence and a red flag — users shouldn't provide secrets to an unclear/undocumented skill.
Persistence & Privilege
The skill does not request persistent/always-on presence (always: false) and doesn't claim system-wide config changes. Autonomous invocation is allowed by default (not flagged on its own).
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install ab-test - After installation, invoke the skill by name or use
/ab-test - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of jpeng-ab-test.
- Manage and automate A/B tests for marketing and testing operations.
- Command-line interface for running tests and exporting results.
- Requires API key configuration via environment variable.
- Outputs results in JSON format.
Metadata
Frequently Asked Questions
What is Ab Test?
Manage A/B tests. It is an AI Agent Skill for Claude Code / OpenClaw, with 192 downloads so far.
How do I install Ab Test?
Run "/install ab-test" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Ab Test free?
Yes, Ab Test is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Ab Test support?
Ab Test is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Ab Test?
It is built and maintained by jpengcheng523-netizen (@jpengcheng523-netizen); the current version is v1.0.0.
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