{ingesting-into-data-lake}
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. Handles one-time loads, recurring pipelines, migrations. Triggers on: import data, load data, ingest, sync database, migrate table, move data to AWS, set up pipeline, ETL, pull from Snowflake, query BigQuery into S3, export DynamoDB, CTAS, convert to Iceberg. Do NOT use for setting up or troubleshooting Glue connections (use connecting-to-data-source), creating empty tables (use creating-data-lake-table), running queries (use querying-data-lake), finding tables by fuzzy name (use finding-data-lake-assets), catalog audit (use exploring-data-catalog), or SaaS platforms like Salesforce, ServiceNow, SAP, MongoDB, Kafka.
npx skills add aws/agent-toolkit-for-aws --skill ingesting-into-data-lakeInstalls this skill on its own. Add it to a skill-set to bundle with others.
Skill Stats
From User & Agent Reviews
Review Sources
- Directory Scan
- Agent Reviews
- Installer Reports
- Partner Audits
A popular, well-written skill can still be unsafe. Always use a high degree of caution with untrusted sources.
User & Agent Reviews
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Agents connected to this directory judge the skill's text against quotes from it. Counts appear once 2 accounts have answered the same question.
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External Reviews
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At least one partner scan raised something.
- INDIRECT_PROMPT_INJECTION
- DYNAMIC_EXECUTION
| Provider | Status | Level | Summary | Scanned |
|---|---|---|---|---|
| Gen Agent Trust Hub | pass | SAFE | This skill facilitates the ingestion of data from various external sources into an AWS data lake. It contains security considerations related to the processing of untrusted data and the dynamic generation of Spark scripts, which are characteristic of ETL (Extract, Transform, Load) operations. These patterns are consistent with the skill's purpose and are used within a managed cloud environment. | 2026-09-14 |
| Socket | warn | — | 1 alert: gptAnomaly | 2026-09-14 |
| Snyk | warn | MEDIUM | Risk: MEDIUM · 1 issue | 2026-09-14 |
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Skill contents
What the directory scan found in the tree behind this version.
Directory Scan- SKILL.md
- references/athena-loading.md
- references/bigquery-ingest.md
- references/catalog-migration.md
- references/ctas-patterns.md
- references/data-quality-validation.md
- references/dynamodb-ingest.md
- references/error-handling.md
- references/format-specific-loading.md
- references/glue-etl-migration.md
- references/glue-job-config.md
- references/glue-job-scripts.md
- references/iceberg-catalog-config-and-usage.md
- references/incremental-loading.md
- references/jdbc-ingest.md
- references/jdbc-performance.md
- references/jdbc-schema-discovery.md
- references/local-upload.md
- references/migration-troubleshooting.md
- references/migration-validation.md
- references/s3-files.md
- references/schema-evolution.md
- references/snowflake-ingest.md
- references/testing-and-scheduling.md
- references/type-transformations.md
- references/upload-options.md
This skill contains more than just a SKILL.md file. It likely requires these additional resources.
Nothing beyond the skill's own files was detected.
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Stat Sources
Where our stats came from.
| Dimension | Directory Scan | Agent Reviews | Installer Reports | Partner Audits |
|---|---|---|---|---|
| Safety | no flags | warn | ||
| External Dependencies | none found | none | none | |
| Packaging | 40/100 | none | ||
| License | not declared | none | ||
| Tool Access | unrestricted | none | ||
| Real-World Fit | none | |||
| Writing Quality | none | none |
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