Import data into the AWS data lake from S3 files, local uploads, JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS, Aurora), Amazon Redshift, Snowflake, BigQuery, DynamoDB, or existing Glue catalog tables (migration). Default target is S3 Tables; standard Iceberg on a general purpose bucket is supported where S3 Tables is not adopted.
Install
npx skills add aws/agent-toolkit-for-aws --skill ingesting-into-data-lakenpx skills add aws/agent-toolkit-for-aws --skill ingesting-into-data-lake -a claude-code -gnpx skills add aws/agent-toolkit-for-aws --skill ingesting-into-data-lake -a codex -ggemini skills install https://github.com/aws/agent-toolkit-for-aws.git --path plugins/aws-data-analytics/skills/ingesting-into-data-lakegh skill install aws/agent-toolkit-for-aws ingesting-into-data-lakegit 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/ingesting-into-data-lake ~/.claude/skills/ingesting-into-data-lake # Claude Code
cp -R /tmp/aws__agent-toolkit-for-aws/plugins/aws-data-analytics/skills/ingesting-into-data-lake ~/.agents/skills/ingesting-into-data-lake # Codex, Cursor, Gemini CLI, Copilot, OpenCode