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Managed Service For Apache Flink Agent Steering Files — DevOps skill for Claude Code

DevOps community

Comprehensive guidance for developing, optimizing, and operating Apache Flink applications on AWS Managed Service for Apache Flink.

How to install Managed Service For Apache Flink Agent Steering Files

This entry records only its repository, not the path inside it, so there is no exact command to give. Open awslabs/managed-service-for-apache-flink-agent-steering-files and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Managed Service For Apache Flink Agent Steering Files does

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README

Amazon Managed Service for Apache Flink — Kiro Power / Agent Skill

Comprehensive guidance for developing, optimizing, and operating Apache Flink applications on AWS Managed Service for Apache Flink. Works as a **Kiro Power** and an **Agent Skill** (compatible with Cursor, Claude Code, and other [Agent Skills](https://agentskills.io/)-compatible agents).

Overview

New Customer Onboarding — Overcome the steep learning curve for Flink's Java-centric development model
Best Practices — Application design, serialization, state management, and configuration separation
Dependency Management — Maven pom.xml setup for Flink projects
Resource Optimization — KPU sizing, operator parallelism tuning, checkpointing
Job Graph Architecture — Optimization patterns, anti-patterns, operator-to-task-slot mapping
Monitoring & Logging — CloudWatch metrics, alarms, Log4j2 configuration for Managed Service for Apache Flink
Flink 2.x Migration — Upgrading from Flink 1.x to 2.x with state compatibility guidance
Connector Guides — Kinesis source/sink development

Installation

Kiro Power

Install from [kiro.dev/powers](https://kiro.dev/powers), from the IDE, or directly from the GitHub URL. See the [documentation](https://kiro.dev/docs/powers/installation/) for detailed instructions.

Agent Skill (Cursor, Claude Code, and other compatible agents)

The `SKILL.md` file follows the open [Agent Skills](https://agentskills.io/) standard, which is supported by Cursor, Claude Code, and a growing number of agent products.

**Per-project** (available in one project):

# From your project root — pick the directory your agent discovers:

# Cursor
git clone https://github.com/awslabs/managed-service-for-apache-flink-agent-steering-files .cursor/skills/flink

# Claude Code
git clone https://github.com/awslabs/managed-service-for-apache-flink-agent-steering-files .claude/skills/flink

# Agent Skills standard (works with any compatible