Dsql to Analytics Pipeline | Agent Skills Atlas

About this skill

Build a real-time analytics pipeline downstream of Aurora DSQL using the DSQL CDC stream. Covers consumer Lambda correctness, the append-only event log + ROWNUMBER reconstruction pattern that absorbs unordered/duplicate delivery, Redshift Data API parameter-cap chunking, async statement polling, BisectBatchOnFunctionError, MaximumRecordAgeInSeconds, DLQ wiring, and the DSQL-preview gotcha that both INSERT and UPDATE arrive as op='c'. Triggers on phrases like: DSQL to analytics, DSQL to Redshift, analyze DSQL data, real-time DSQL analytics, DSQL CDC pipeline, Aurora DSQL change data capture, stream DSQL changes, replicate DSQL, DSQL to S3, DSQL to Iceberg, DSQL Kinesis Lambda, DSQL data warehouse.

Quick start

Copy the install prompt. Use the green button above this README.
Send it to your agent. Paste it into your coding agent’s chat and send.
Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.

Installation guide →

Review, license & listing details

Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 95605c89928773996a57bae93e077055fb670fc0a6c3af700db15f1a32c71b23

About scan coverage and limitations

Original listing metadata

Original name

dsql-to-analytics-pipeline

Original description

Build a real-time analytics pipeline downstream of Aurora DSQL using the DSQL CDC stream. Covers consumer Lambda correctness, the append-only event log + ROW_NUMBER reconstruction pattern that absorbs unordered/duplicate delivery, Redshift Data API parameter-cap chunking, async statement polling, BisectBatchOnFunctionError, MaximumRecordAgeInSeconds, DLQ wiring, and the DSQL-preview gotcha that both INSERT and UPDATE arrive as op='c'. Triggers on phrases like: DSQL to analytics, DSQL to Redshift, analyze DSQL data, real-time DSQL analytics, DSQL CDC pipeline, Aurora DSQL change data capture, stream DSQL changes, replicate DSQL, DSQL to S3, DSQL to Iceberg, DSQL Kinesis Lambda, DSQL data warehouse.

About this listing

Category: Data & analytics
Reported license: AGPL-3.0
Listing language (estimated): English
Review status: Not individually reviewed
Agent compatibility: Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.