An intelligent, cost-aware selector that routes user tasks to the optimal Openclaw Skills based on performance and token efficiency.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install skill-router-bzai
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install skill-router-bzai using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Skill Router (skill-router-bzai)?
Skill Router (skill-router-bzai) is a strategic orchestration utility designed to maximize the return on investment for AI operations by intelligently selecting the most efficient tool for any given task. It acts as a decision-making layer that evaluates both local installations and remote options from clawhub.com, ensuring that every request is handled by the best-suited capability. By routing requests through this system, users can leverage the full power of Openclaw Skills while balancing high-quality output with aggressive token cost management, ensuring sustainable and scalable AI workflows.
The tool is particularly effective for users who manage complex environments where multiple skills might overlap in functionality. It takes the guesswork out of tool selection by providing a data-driven approach to skill discovery and execution, ensuring that your AI agent always uses the most reliable and cost-effective path to completion.
Skill Router (skill-router-bzai) Use Cases
- Automatically identifying the best tool when multiple Openclaw Skills offer similar functionality.
- Minimizing API and token expenses by selecting lower-complexity skills for routine or simple tasks.
- Auditing and discovering new capabilities from clawhub.com without manual searching or vetting.
- Ensuring high security and reliability through automated code and permission checks before skill execution.
How Skill Router (skill-router-bzai) Works
- The router parses the user request to identify core requirements and decompose them into atomic subtasks.
- It scans the local environment and the remote repository to find candidate Openclaw Skills that match the task keywords.
- Each candidate is scored using a weighted algorithm: 35% Quality/Utility, 30% Token Cost, 20% Security/Reliability, and 15% Execution Speed.
- It generates a Top-3 recommendation list featuring final scores, cost estimates, and security reasoning.
- Upon user confirmation, the router handles the installation of the chosen skill if needed and executes the task.
- Actual performance metrics are recorded and compared against estimates to refine the scoring algorithm for future Openclaw Skills selection.
Skill Router (skill-router-bzai) Setup
To begin optimizing your workflows with Openclaw Skills, install the router using the following command:
openclaw skills install skill-router-bzai
Once installed, you can trigger the router by simply describing your task. The system will automatically initiate the search and evaluation process across your local library and clawhub.com.
Skill Router (skill-router-bzai) Data Schema & Taxonomy
The skill utilizes a structured evaluation framework to track performance and metadata for all processed Openclaw Skills:
| Component | Description |
|---|---|
| Scoring Rubric | A weighted matrix (references/evaluation-rubric.md) tracking quality, cost, and speed. |
| Security Checklist | A detailed audit log (references/security-checklist.md) for permissions and author trust. |
| Metric Database | Stores historical data comparing estimated vs. actual token usage for Openclaw Skills. |
| Candidate Metadata | Cached information from clawhub.com including versioning and community ratings. |
Skill Router (skill-router-bzai) Advanced Features
- Multi-dimensional scoring algorithm that balances performance against operational costs.
- Automated security auditing that flags suspicious network calls or excessive permission requests in Openclaw Skills.
- Real-time token estimation based on skill complexity and historical usage data.
- Seamless integration with clawhub.com for automated discovery and installation of new capabilities.
- Performance feedback loop that improves recommendation accuracy over time based on actual execution logs.
SKILL.md
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