skill-router-bzai
Cost-effective skill selector for maximizing ROI on AI operations (增收降本版 v1.0.0). Use when the user needs to accomplish a task and wants the optimal skill chosen automatically to minimize costs while maximizing quality. Evaluates skills based on quality (35%), token cost (30%), security/reliability (20%), and speed (15%). Searches both local skills and clawhub.com, presents top recommendations for user confirmation before execution.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/binziai7996/skill-router-bzaiWhat This Skill Does
The skill-router-bzai is an advanced AI orchestration tool designed to optimize the selection of OpenClaw skills for any given task. Rather than forcing users to manually research or trial different skills, this agent automatically evaluates available tools from both the local repository and the expansive clawhub.com marketplace. It employs a multi-dimensional scoring algorithm that balances Quality (35%), Token Cost (30%), Security (20%), and Speed (15%) to ensure the most cost-effective and efficient solution is deployed. By decomposing user requests into atomic subtasks, it identifies the best-fit tools, estimates their resource consumption, and verifies their safety profile before requesting user confirmation to install and execute.
Installation
To install this skill, run the following command in your terminal:
clawhub install openclaw/skills/skills/binziai7996/skill-router-bzai
Use Cases
This tool is ideal for users looking to maximize the ROI on their AI operations. Use cases include:
- Optimizing automation workflows to reduce monthly token spending.
- Selecting the best-performing skill among multiple competing options for data processing.
- Ensuring enterprise-grade security by automatically vetting third-party skills before installation.
- Simplifying the selection process when a task could be solved by several different utility tools.
Example Prompts
- "I need to summarize this 50-page PDF and translate it into Japanese. Which combination of skills is the most cost-effective for this?"
- "Find me the best tool to perform sentiment analysis on my Twitter mentions, prioritizing security and low latency."
- "I need to automate my daily spreadsheet report. Search ClawHub for an affordable and reliable CSV-to-Chart tool and recommend the top three."
Tips & Limitations
- Tips: Always provide context in your prompt, such as your priority (speed vs. cost). This helps the router weight the final score according to your specific business needs.
- Limitations: The router's token estimation is based on historical averages and metadata; actual usage may vary slightly depending on your specific input data. The tool requires an active internet connection to query
clawhub.comfor the latest skill rankings and security audit data.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-binziai7996-skill-router-bzai": {
"enabled": true,
"auto_update": true
}
}
}Tags(AI)
Flags: network-access, code-execution