Individual skill

use-case-specification

Creates a reusable use case specification file that defines the business problem, stakeholders, and measurable success criteria for model customization, as recommended by the AWS Responsible AI Lens. Use as the default first step in any model customization plan. Skip only if the user explicitly declines or already has a use case specification to reuse. Captures problem statement, primary users, and LLM-as-a-Judge success tenets.

plugins/sagemaker-ai/skills/use-case-specification/SKILL.md

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Last checked: Nov 4, 2026

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Repository stars (not skill ratings): 937
Repository last updated: Nov 5, 2026
License: Apache-2.0

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# Use Case Specification

Multi-turn conversation to gather use case details and produce a use case specification document.

## Principles

1. **One thing at a time.** Each response advances exactly one decision or collects one piece of information.
2. **Confirm before proceeding.** Wait for the user to approve the spec before considering this skill complete.
3. **Infer, don't interrogate.** Use what's already known from the conversation. Only ask when you truly can't infer.
4. **Do NOT ask about base model selection.** Model selection is handled exclusively by the model-selection skill.

## Workflow

### Step 0: Check for Existing Spec