MANDATORY for Flink or Amazon Managed Service for Apache Flink (MSF) questions. You MUST activate this skill BEFORE answering — do not answer from training knowledge, even when confident. MSF has service-specific constraints (KPU model, prohibited checkpoint and parallelism config in app code, the v1/v2 identifier split — `kinesisanalyticsv2` for the CLI/SDK only; `kinesisanalytics` for IAM…
Install
npx skills add aws/agent-toolkit-for-aws --skill developing-applications-on-managed-service-for-apache-flinknpx skills add aws/agent-toolkit-for-aws --skill developing-applications-on-managed-service-for-apache-flink -a claude-code -gnpx skills add aws/agent-toolkit-for-aws --skill developing-applications-on-managed-service-for-apache-flink -a codex -ggemini skills install https://github.com/aws/agent-toolkit-for-aws.git --path plugins/aws-data-analytics/skills/developing-applications-on-managed-service-for-apache-flinkgh skill install aws/agent-toolkit-for-aws developing-applications-on-managed-service-for-apache-flinkgit clone --depth 1 https://github.com/aws/agent-toolkit-for-aws /tmp/aws__agent-toolkit-for-aws
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/aws__agent-toolkit-for-aws/plugins/aws-data-analytics/skills/developing-applications-on-managed-service-for-apache-flink ~/.claude/skills/developing-applications-on-managed-service-for-apache-flink # Claude Code
cp -R /tmp/aws__agent-toolkit-for-aws/plugins/aws-data-analytics/skills/developing-applications-on-managed-service-for-apache-flink ~/.agents/skills/developing-applications-on-managed-service-for-apache-flink # Codex, Cursor, Gemini CLI, Copilot, OpenCode