A professional evaluation tool for analyzing, comparing, and auditing AI agent skills before installation or publication.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install skill-analyst-zh
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-analyst-zh 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 Analyst?
Skill Analyst is a specialized utility designed to manage the lifecycle of Openclaw Skills by providing deep technical insights and competitive analysis. It acts as a gatekeeper for developers, ensuring that every skill added to an environment or published to the hub is unique, secure, and high-quality. By leveraging the clawhub CLI, it scans for functional overlaps and evaluates the unique value proposition of any given skill.
Whether you are a user deciding if a new tool is worth the disk space or a developer looking to stand out in the marketplace, this skill provides structured reports that drive better decision-making. It transforms the often-opaque process of skill discovery into a data-driven workflow, ensuring your Openclaw Skills ecosystem remains lean and efficient.
Skill Analyst Use Cases
- Evaluating whether a specific skill is worth installing based on your current local setup.
- Comparing a target skill against existing versions available on ClawHub.
- Auditing local skills to ensure they meet the quality and documentation standards for public release.
- Identifying functional overlaps to prevent redundant tool installations.
- Conducting security checks on third-party skills before deployment.
How Skill Analyst Works
- The skill initiates a search using the clawhub CLI to fetch metadata such as author, version, and license from the hub.
- It scans the local environment, specifically the ~/.openclaw/skills/ directory, to identify currently installed capabilities.
- It performs a comparison analysis, tagging overlaps as High, Medium, Low, or None based on functional keywords.
- If the optional skill-vetter is present, it runs a security audit on the target skill's codebase.
- It generates a structured Markdown report containing an overview, risk assessment, and a clear final recommendation (Recommend, Consider, or Do Not Install).
Skill Analyst Setup
To use this skill, ensure you have the required CLI tools installed and configured in your path.
# Ensure clawhub CLI is installed
npm install -g @openclaw/clawhub
# Optional: Install skill-vetter for security auditing
clawhub install skill-vetter
Skill Analyst Data Schema & Taxonomy
The skill processes and organizes information into structured comparison tables. It primarily interacts with the following data points:
| Data Category | Fields Extracted |
|---|---|
| Skill Metadata | Name, Author, Version, License, Last Updated |
| Functional Audit | Keywords, Description, File List, Unique Value |
| Analysis Result | Overlap Level, Risk Factors, Improvement Suggestions |
| Local State | Local SKILL.md paths, Installed tool versions |
Skill Analyst Advanced Features
- Multi-keyword competitive search: Uses multiple semantic variations to find similar skills on the hub.
- Automated Security Hook: Integrates with skill-vetter to provide automated risk assessments during the analysis phase.
- Publishing Readiness Score: Evaluates local workspaces against ClawHub standards to provide actionable improvement suggestions before you push code.
SKILL.md
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