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效率与协作 · SKILL.md

pii-redaction

pii-redaction

【效率与协作】PII detection and redaction utilities for privacy-compliant conversational AI

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技能说明

GitHub

name: pii-redaction description: PII detection and redaction utilities for privacy-compliant conversational AI allowed-tools:

  • Read
  • Write
  • Edit
  • Bash
  • Glob
  • Grep graph: domains: [domain:software-engineering] specializations: [specialization:ai-agents-conversational] skillAreas: [skill-area:data-protection-dlp, skill-area:natural-language-processing] roles: [role:ml-engineer, role:backend-engineer] workflows: [workflow:feature-development, workflow:ml-model-lifecycle]

PII Redaction Skill

Capabilities

  • Detect personally identifiable information
  • Implement redaction strategies
  • Configure detection for various PII types
  • Design reversible anonymization
  • Implement compliance logging
  • Create audit trails for PII handling

Target Processes

  • content-moderation-safety
  • system-prompt-guardrails

Implementation Details

PII Types

  1. Names: Person names, usernames
  2. Contact: Email, phone, address
  3. Financial: Credit cards, bank accounts
  4. Government IDs: SSN, passport, driver's license
  5. Medical: Health information
  6. Custom: Organization-specific PII

Redaction Methods

  • Masking ([REDACTED])
  • Pseudonymization (fake values)
  • Tokenization (reversible)
  • Encryption

Configuration Options

  • PII types to detect
  • Detection sensitivity
  • Redaction method
  • Language support
  • Custom patterns

Best Practices

  • Comprehensive PII coverage
  • Regular pattern updates
  • Audit logging
  • Compliance alignment
  • Testing with diverse data

Dependencies

  • presidio-analyzer
  • presidio-anonymizer
  • spacy
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