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Ingest data from several sources with checks v1.0.0

Use this resource to build a pipeline that extracts, validates and loads data from several sources

New

  • 571 downloads
  • 247 likes
  • 197 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install batch-streaming-ingestion-pipeline

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent designs extraction from files, paginated APIs and databases, normalises formats, deduplicates, applies schema and business-rule checks, then loads the data through a staging area with row-count verification.

Mostly picked by

Updated November 2, 2026

Card for the “Ingest data from several sources with checks” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: pipeline architecture and extraction by source type
  • SKILL.md: schema validation, business rules and deduplication
  • SKILL.md: merge strategy and staging pattern

Good fit for

  • You import exports from several tools into one warehouse
  • Your current imports fail silently on inconsistent data

Not for

    Tags

    • ingestion
    • etl
    • validation
    • deduplication

    About

    You say

    “Design the pipeline that imports orders from the API, the CSV exports and the PostgreSQL database.”

    Card for the “Ingest data from several sources with checks” skill

    Skill published by 4444j99 under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to build a pipeline that extracts, validates and loads data from several sources
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE11.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md9.2 KB

    Origin and licence

    Listed unmodified

    Author
    4444j99
    Source
    github.com/4444j99/a-i--skills/tree/df5445878f12d78d81ec48571fa11063f9a5cd46/skills/data/data-ingestion-pipeline
    Licence
    MIT

    Notice

    « data-ingestion-pipeline » (4444j99, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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