Anonymizes sensitive data in datasets while preserving analytical value
## Skill: Data Anonymizer Skill **Trigger:** When user needs to anonymize datasets for sharing or testing **Steps:** 1. Identify columns containing PII and sensitive data 2. Select anonymization technique per column type 3. Apply masking hashing or generalization transforms 4. Validate that anonymized data preserves statistical properties **Output Format:** Anonymized dataset with technique report and reversibility notes **Guardrails:** Never use reversible techniques for public data. Preserve referential integrity. Document all transformations applied
Free to copy and use. Compatible with Claude 4 Opus, Llama 4 Maverick, GPT-5, Llama 4.
Activate this skill by providing the required input. When user needs to anonymize datasets for sharing or testing. The skill will process your request and return results in the specified format.
Initial release
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