shuyan-data-classification数安云智数据分类分级同步接口 - 用于批量处理字段信息的分类分级。支持敏感数据识别、数据分类、数据分级等功能。使用前需配置API地址和认证密钥。
Install via ClawdBot CLI:
clawdbot install jianmo1997/shuyan-data-classificationGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → http://localhost:8080/api/llm_infer_zh_and_cls_and_type_v2_batchdata_syncCalls external URL not in known-safe list
https://localhost:8080AI Analysis
The skill sends data to a localhost endpoint (127.0.0.1:8080) which suggests it's designed for local deployment rather than external data exfiltration. While the documentation mentions external API configuration, the default endpoint is local, reducing immediate risk. However, users could potentially misconfigure it to send sensitive data to external servers.
Audited Apr 17, 2026 · audit v1.0
Generated Mar 22, 2026
This scenario involves classifying and grading sensitive data fields in user management databases, such as names, ID numbers, and phone numbers. It helps organizations comply with data protection regulations by identifying personal information and assigning sensitivity levels, ensuring proper handling and security measures are implemented.
In financial institutions, this skill is used to audit and classify data fields like bank account numbers and transaction amounts. It supports compliance with financial regulations by automatically detecting sensitive information, assigning risk levels, and generating reports for regulatory bodies to ensure data governance standards are met.
Healthcare providers utilize this skill to classify patient data fields, such as medical history and personal identifiers, for sensitivity grading. It aids in protecting patient privacy under laws like HIPAA by identifying high-risk data and implementing appropriate access controls and encryption strategies.
E-commerce platforms apply this skill to classify customer data fields, including addresses and payment details, to enhance data security. It helps in preventing data breaches by identifying sensitive information, assigning protection levels, and optimizing data storage and processing workflows.
Government agencies use this skill to classify and grade data fields in public records and administrative systems. It supports data governance frameworks by identifying confidential information, ensuring compliance with public data laws, and improving transparency and security in data handling processes.
Offer this skill as a cloud-based service with tiered subscription plans based on usage volume and features. Revenue is generated through monthly or annual fees, targeting businesses needing scalable data classification solutions without upfront infrastructure costs.
Sell perpetual licenses for on-premise installation, including customization and support services. This model appeals to large organizations with strict data sovereignty requirements, generating revenue from one-time license sales and ongoing maintenance contracts.
Provide professional services for integrating this skill into existing systems, along with training and compliance consulting. Revenue comes from project-based fees, helping clients implement and optimize data classification workflows tailored to their specific needs.
💬 Integration Tip
Ensure API keys and URLs are securely configured via environment variables or OpenClaw settings to avoid hardcoding sensitive information in scripts.
Scored Jun 19, 2026
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