use-case-triage

Classifies proposed AI use cases as approved, conditional, or not approved against a governance registry and red-line rules.

Updated May 26, 2026
One-click install
npx skills add https://github.com/yachela/claude-for-legal-ar --skill use-case-triage-yachela
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: use-case-triage
Source: https://github.com/yachela/claude-for-legal-ar/tree/main/ai-governance-legal/skills/use-case-triage
Command: npx skills add https://github.com/yachela/claude-for-legal-ar --skill use-case-triage-yachela

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It stops teams from escalating “can we use AI for this?” requests by rapidly classifying each proposed use case as approved, conditional, or not approved under your configured governance registry and red lines.

Core Features & Use Cases

  • Registry-based classification: Matches the requested AI use case against the configured use case registry and applies the corresponding governance tier.
  • Red-line screening & routing: Immediately flags any triggered red lines and directs the user to the correct next step (e.g., impact assessment).
  • Governance documentation outputs: Produces a clear output including reasoning, required conditions (when conditional), and any cross-plugin handoffs for privacy or product counsel.
  • Batch triage support: Summarizes multiple use cases in a table and expands non-approved or conditional items with required next steps.

Quick Start

Use the use-case-triage skill to classify a specific request against your registry by saying: triage this use case Sales team wants to score leads with AI automatically.

Frequently Asked Questions about use-case-triage

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

FAQPage Schema
How do I classify AI use cases against a legal compliance registry?

AI use case triage classifies proposed requests as approved, conditional, or not approved by matching AI task type, data handling, and human-in-the-loop posture against your governance registry. It automatically applies red-line rules to determine the compliance tier assignment.

What is AI use case triage for risk classification?

Use case triage is the process of screening proposed AI tasks against configured red lines and a legal registry to assign governance tiers. It stops teams from escalating requests by rapidly determining if a use case is approved, conditional, or not approved.

How do I handle privacy handoffs and compliance routing for AI governance?

AI use case triage surfaces cross-plugin handoffs for privacy or product counsel during classification. It flags triggered red lines and directs users to required next steps like impact assessments based on the governance tier assignment.

Can I batch triage multiple AI use cases for compliance approval?

Yes, use case triage supports batch requests by summarizing multiple AI use cases in a table. It expands non-approved or conditional items with required next steps and conditions based on your governance registry lookup.

What happens when an AI use case has no match in the legal registry?

When no registry match exists, use case triage proposes registry updates to capture the new AI task configuration. It still evaluates the affected parties, data handling, and vendor details against your red-line rules to recommend a conditional or not approved status.