run-source-model-baseline

Official

Generate live LLM baselines for migration evaluation

Authorawslabs
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill solves the problem of unreliable AI migration evaluations by generating real source-model responses instead of relying on agent-created baseline answers.

Core Features & Use Cases

  • Live Source Model Execution: Re-runs golden prompt datasets against OpenAI, Anthropic, or Gemini models to collect authentic source outputs.
  • Model Validation and Recovery: Resolves safe model variants, validates provider availability, handles partial resumes, and records failures without exposing credentials.
  • Migration Evaluation Support: Provides side-by-side source and Bedrock outputs for LLM migration quality comparisons and regression analysis.

Quick Start

Use the run-source-model-baseline skill to generate live source model responses from the golden dataset for migration evaluation.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: run-source-model-baseline
Download link: https://github.com/awslabs/startups/archive/main.zip#run-source-model-baseline

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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