privacy-guardrail

Name: privacy-guardrail
Availability: InStock
Author: jac007x

Detect re-identification vectors, small cell risk, and sensitive language in people analytics outputs.

Updated Mar 18, 2026

Search Tags:#guardrail #privacy #data-governance #re-identification #small-cell #language-risk

Ready to run

npx skills add https://github.com/jac007x/CheatCodes-Skill-Library --skill privacy-guardrail

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: privacy-guardrail
Source: https://github.com/jac007x/CheatCodes-Skill-Library/tree/main/privacy-guardrail
Command: npx skills add https://github.com/jac007x/CheatCodes-Skill-Library --skill privacy-guardrail

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Privacy risk in people analytics is often cognitive and easy to overlook; this guardrail scans outputs for small cells, potential re-identification, and sensitive language before distribution, helping teams avoid inadvertent disclosures.

Core Features & Use Cases

Pre-distribution privacy checks: small cell risk detection, re-identification risk assessment, language risk review.
Go/No-Go governance: provides remediation guidance and accountable ownership for distribution decisions.
Applicability to reports, dashboards, and narrative analyses across HR, analytics, and governance teams.

Quick Start

Run the privacy guardrail on your analytics output before distribution and address any flagged findings.

Frequently Asked Questions about privacy-guardrail

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I check people analytics reports for re-identification risk before distribution?▼

To check people analytics reports for re-identification risk, run a pre-distribution privacy guardrail scan. It detects potential re-identification vectors, small cell risks, and sensitive language, providing remediation guidance to ensure safe stakeholder sharing.

What is small cell risk in data governance and how is it detected?▼

Small cell risk in data governance occurs when data segments are small enough to expose individual identities. It is detected by running multi-phase privacy checks that scan analytics outputs for small cell sizes and flag them before distribution.

How do I identify sensitive language in narrative HR analytics outputs?▼

To identify sensitive language in narrative HR analytics outputs, apply a language risk review during a pre-distribution privacy scan. This process flags unsafe phrasing and provides remediation guidance to support safe sharing across teams.

Can I use a privacy guardrail for Go/No-Go governance decisions on dashboards?▼

Yes, you can use a privacy guardrail for Go/No-Go governance decisions on dashboards. It enforces intake validation and multi-phase privacy checks, providing accountable ownership and remediation guidance to determine safe distribution.

What are the limitations of automated privacy checks for inadvertent disclosures?▼

Automated privacy checks for inadvertent disclosures focus on small cells, re-identification vectors, and sensitive language, but cognitive privacy risks can be complex. Teams must still review flagged findings and apply remediation guidance to ensure safe sharing.