What IAM permissions are required?

You need permissions for bedrock:CreatePrompt, GetPrompt, UpdatePrompt, ListPrompts, and CreatePromptVersion, among others, typically within the Bedrock Agent service context.

How does versioning work in Bedrock prompts?

You can create immutable versions of your prompts, which are essential for production stability, allowing you to reference specific versions in your code and perform rollbacks if needed.

What is Amazon Bedrock Prompt Management?

It is an AWS service that provides centralized capabilities for creating, versioning, testing, and deploying prompt templates for use with foundation models.

Does this skill support A/B testing for prompts?

Yes, it supports multi-variant testing, allowing you to compare different prompt variations to determine which yields the best model performance.

Can I use variables in my prompts?

Yes, the skill supports various input variable types including strings, numbers, arrays, and JSON objects for dynamic content substitution.

Amazon Bedrock Prompt Manager

Name: Amazon Bedrock Prompt Manager
Author: adaptationio

byadaptationio

0•

Data Science & ML

Manages, versions, and tests Amazon Bedrock prompt templates to streamline enterprise-grade prompt engineering workflows.

Amazon Bedrock Prompt Management provides a centralized hub for the entire prompt lifecycle, enabling developers to create reusable templates with dynamic variable substitution. This skill allows you to implement robust version control for safe rollbacks, conduct multi-variant A/B testing to optimize model performance, and seamlessly integrate prompts with Bedrock Flows and Agents. It is designed to bridge the gap between ad-hoc prompt experimentation and production-ready AI application deployment by providing a standardized catalog for team collaboration across all Bedrock-supported foundation models.

Key Features

01Immutable versioning for production deployment and rollbacks

02Cross-model support for all Amazon Bedrock foundation models

03Multi-variant A/B testing for prompt optimization

040 GitHub stars

05Template creation with dynamic variable substitution

06Integration with Bedrock Flows, Agents, and applications

Use Cases

01Managing prompt versions to ensure staged rollouts and reliable production environments

02Optimizing LLM responses through data-driven A/B testing of prompt variations

03Standardizing prompt engineering practices across large development teams

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add adaptationio/skrillz bedrock-prompts

For use in Claude.ai and ChatGPT

Download Skill