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
- Names: Person names, usernames
- Contact: Email, phone, address
- Financial: Credit cards, bank accounts
- Government IDs: SSN, passport, driver's license
- Medical: Health information
- 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