has-anonymizerHaS (Hide and Seek) on-device text and image anonymization. Text: 8 languages (zh/en/fr/de/es/pt/ja/ko), open-set entity types. Image: 21 privacy categories...
Install via ClawdBot CLI:
clawdbot install XuanwuSkill/has-anonymizerGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://huggingface.co/xuanwulab/HaS_Text_0209_0.6B_Q8/resolve/main/has_text_modAudited Apr 16, 2026 · audit v1.0
Generated Mar 20, 2026
Anonymize sensitive text before sending to cloud-based large language models, then restore the response locally to maintain privacy while leveraging external AI services. This prevents data exposure to third-party providers, ideal for processing confidential documents or customer queries.
Anonymize contracts, resumes, emails, or code snippets before sharing with external partners or teams, ensuring sensitive information like names and addresses is masked. This facilitates safe collaboration without compromising privacy, useful for remote work environments.
Scan text files and images in a workspace or directory to detect sensitive content such as ID numbers, faces, or license plates, generating a consolidated report with risk levels. This helps organizations identify and mitigate privacy leaks proactively.
Mask sensitive data in system logs or error reports before handing them to operations or support teams, preventing exposure of user information or internal details. This ensures compliance with data protection regulations while enabling troubleshooting.
Automatically mask faces, IDs, license plates, and other privacy categories in photos before publishing on websites or sharing on social media. This protects individuals' identities and sensitive visual data in marketing or personal content.
Offer the anonymization tool as a cloud or on-premise service with tiered subscriptions based on usage volume, features like batch processing, and priority support. Revenue is generated through monthly or annual fees from businesses needing privacy compliance.
Provide a free version with basic text and image anonymization for individual users, while charging for advanced features such as custom entity types, high-volume batch scans, and API access. This attracts a broad user base and upsells to power users.
License the technology to other software companies for embedding into their products, such as document management systems, communication platforms, or security suites. Revenue comes from licensing fees and royalties based on integration scale.
💬 Integration Tip
Ensure proper model paths are set via environment variables and use batch operations for efficiency; always preserve original files to avoid data loss.
Scored Apr 19, 2026
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