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Data Integration for Apache Iceberg

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    Agent Skills

    Pipelines built by an agent, orchestrated by you.

    Agent Skills lets your AI assistant create production-grade Estuary pipelines in the tool your team already uses. You describe the pipeline. The agent builds it. You review, approve, and run it.

    Try it FreeContact Us
    • No credit card required
    • 30-day free trial
    You describe a pipeline, an agent builds the source-to-destination pipeline, and you review and approve itdescribebuildsreview & approveYousrcdestPipelineSKILL.mdAgent

    Get to know Agent Skills

    An open standard for agent-authored pipelines, production-grade from day one, with you in control of every change.

    • Built where you already work

      Your team lives in the assistant. The pipeline should get built there too.

      • Installs into Claude Code, Cursor, and the IDE of your choice
      • No new console, no tab-switching to remember a column name
      • SKILL.md is an open, portable standard that lives in your repo
      • Versionable like any other piece of infrastructure
      • No black box, no proprietary format, no lock-in

    • Production-grade by default

      Agent-built does not mean prototype-grade.

      • Runs on the same Estuary runtime that powers production today
      • Exactly-once delivery and schema evolution
      • Log-based CDC, streaming, and batch in one platform
      • Security posture for regulated workloads: SOC 2 Type II, HIPAA, GDPR, CCPA, CPRA
      • No separate "agent mode" with a different reliability story

    • Self-operating, not self-driving

      The agent handles the toil. You decide what runs.

      • Agent monitors the pipelines it builds and surfaces issues
      • Proposes connector-level fixes for schema drift and edge cases
      • You approve, version, and roll back
      • Every change is auditable
      • The agent does the work. The decisions stay with you.

    Getting started

    From a sentence in your assistant to a running pipeline, in three steps.

    1. 1

      Install the skill

      Add Agent Skills to your AI assistant. Works with Claude Code, Cursor, Codex, and 45+ other agents that support the open SKILL.md standard.

    2. 2

      Operate Estuary in plain language

      Ask the agent to build pipelines, modify captures and materializations, troubleshoot connector issues, inspect schemas, validate configs, prepare migrations, or make day-to-day operational changes. The agent uses the Estuary skill to understand the platform, gather the context it needs, and produce working configuration.

    3. 3

      Ship through your normal workflow

      The output is code in your repo, not a black box. Review the diff, approve the change, version it, and deploy. Estuary handles execution while your team keeps governance, review, and control.

    You describe a pipeline in plain language, an Estuary Skill teaches the agent how to draft it, you review and approve, and Estuary deploys a Postgres capture to orders collection to Snowflake materialization pipeline.“Sync Postgres ordersto Snowflake”describedraftsiterateYouAgentSKILL.mdteaches the agenthow to use Estuaryreview & approvedeployLive data flowSourcecaptureorderscollectionDestinationmaterialization

    Want to learn more about Skills? View docs →

    Ready to build your first pipeline?

    Free tier. No credit card. Install the skill and ship a pipeline from your assistant in minutes.

    Try it Free