bedrock-prompts
Amazon Bedrock Prompt Management for creating, versioning, and managing prompt templates with variables, multi-variant A/B testing, and flow integration. Use when creating reusable prompt templates, managing prompt versions, implementing A/B testing for prompts, integrating prompts with Bedrock Flows, optimizing prompt engineering, or building production prompt catalogs.
npx skills add majiayu000/claude-skill-registry --skill bedrock-prompts-adaptationio-skrillz --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
What it does
Implements enterprise-grade management for Amazon Bedrock prompts: creating reusable prompt templates with variable substitution, versioning, multi-variant testing, and flow/agent integration. It covers building a centralized prompt catalog, supporting cross-model usage, and guiding production deployment through version control and testing.
How it works
- Defines prompt templates with variable inputs and associated inference configurations.
- Supports creating prompts and versions, including immutable production versions.
- Enables retrieval of prompts to inspect templates, variables, and configurations.
- Lists prompts to build a centralized catalog and audit usage.
- Allows updating prompts with new variants, optimizations, and changed inference settings.
- Provides deletion of prompts (permanent, with warning).
- Demonstrates handling of various variable types (String, Number, Array, JSON Object) and substitution patterns.
- Includes practical code examples for creating prompts, creating versions, retrieving prompts, listing, updating, and deleting.
When to use it
- When creating reusable prompt templates across applications
- When managing prompt versions for rollback and staged deployment
- When implementing A/B testing for prompt optimization
- When building centralized prompt catalogs and integrating prompts with Bedrock Flows or Agents
- When standardizing prompt engineering practices and testing variations before production
What it can touch
- Tools listed include: Bash, Read, Write, Edit, Glob, Grep
- Code samples use the Bedrock client via boto3 (bedrock-agent) to perform operations like create_prompt, create_prompt_version, get_prompt, list_prompts, update_prompt, delete_prompt
Caveats
- Deletion is permanent and affects all versions; ensure prompts are not used in Flows or Agents before deleting
- Requires AWS Bedrock access, appropriate IAM permissions, and boto3 >= 1.34.0
- Descriptions and examples imply production deployment practices and may require alignment with organizational policies
# Amazon Bedrock Prompt Management ## Overview Amazon Bedrock Prompt Management provides enterprise-grade capabilities for creating, versioning, testing, and deploying prompt templates. It enables teams to centralize prompt engineering, implement A/B testing, and integrate prompts across Bedrock Flows, Agents, and applications. **Purpose**: Centralized prompt template management with version control, variable substitution, and multi-variant testing **Pattern**: Task-based (independent operations for different prompt management tasks) **Key Capabilities**: 1. **Prompt Templates** - Reusable templates with variable substitution 2. **Version Management** - Track changes, rollback, and staged deployment 3. **Multi-Variant Testing** - A/B test different prompt variations 4. **Flow Integration** - Use prompts in Bedrock Flows and Agents 5. **Variable Types** - String, number, array, and JSON object variables 6. **Prompt Catalog** - Centralized library for team collaboration 7. **Cross-Model Support** - Works with all Bedrock foundation models **Quality Targets**: - Reusability: 80%+ prompt template reuse across applications - Version Control: 100% prompt changes tracked - Testing: A/B te
- Overview
- When to Use
- Prerequisites
- Required
- Recommended
- Installation
- IAM Permissions
- Quick Start
- 1. Create Prompt Template
- 2. Create Prompt Version
- 3. Get and Use Prompt
- Operations
- Operation 1: create-prompt
- Operation 2: create-prompt-version
pip install boto3 botocore
What does the bedrock-prompts skill do?
Amazon Bedrock Prompt Management for creating, versioning, and managing prompt templates with variables, multi-variant A/B testing, and flow integration. Use when creating reusable prompt templates, managing prompt versions, implementing A/B testing for prompts, integrating prompts with Bedrock Flows, optimizing prompt engineering, or building production prompt catalogs.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill bedrock-prompts-adaptationio-skrillz --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.