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aws avatar

Developing Applications On Managed Service For Apache Flink

aws/agent-toolkit-for-aws
2.3k installs2.3k stars
Summary

This is the skill you need loaded before Claude answers anything about Apache Flink or Amazon Managed Service for Apache Flink. It enforces a critical rule: always read the reference files instead of relying on training data, because MSF has service-specific constraints that contradict generic Flink knowledge. Things like the KPU resource model, the confusing v1/v2 API naming split (kinesisanalyticsv2 for CLI, kinesisanalytics for IAM), prohibited checkpoint configs in application code, and Flink 1.x to 2.x migration gotchas. The skill includes 20+ reference files covering connectors, KPU sizing, checkpoint tuning, IAM policy mistakes, Iceberg streaming, and restart loop diagnosis. If you're building real-time data pipelines on MSF or debugging why your Flink app won't start, this removes the guesswork.

Install to Claude Code

npx -y skills add aws/agent-toolkit-for-aws --skill developing-applications-on-managed-service-for-apache-flink --agent claude-code

Installs into .claude/skills of the current project.

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CodeRabbit
AI writes the code. CodeRabbit catches the slop.
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belt - the only tool your agent needs
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belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
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AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
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CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Lid closed, agents working
Lid closed, agents working
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
Block distraction from your iPhone for free
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
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Connect your Claude agent to live crypto prices and trading routes via 1inch
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Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Lid closed, agents working
Lid closed, agents working
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
Block distraction from your iPhone for free
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Categories
Testing & QAAI & Agent BuildingCloud & InfrastructureCLI & Terminal
First SeenJul 14, 2026
View on GitHub

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