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AI pipeline orchestration with Prefect, Airflow or Dagster v1.0.0

Use this resource to orchestrate AI pipelines for ingestion, batch inference and training

New

  • 402 downloads
  • 196 likes
  • 130 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ai-data-pipeline-orchestration

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 picks the orchestration tool, writes the RAG ingestion, batch inference and training flows, then schedules updates such as nightly embedding refreshes. The snippets are design sketches to adapt to your environment.

Mostly picked by

Updated November 2, 2026

Card for the “AI pipeline orchestration with Prefect, Airflow or Dagster” skill

Details

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

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What you get

  • SKILL.md: execution contract and tool selection
  • SKILL.md: Prefect, Airflow and Dagster sketches, and scheduling

Good fit for

  • You reindex documents for a RAG assistant every night
  • You chain data preparation, inference and model evaluation

Not for

    Tags

    • orchestration
    • pipelines
    • rag
    • prefect

    About

    You say

    “Write a Prefect flow that reindexes my documents into the vector database every night.”

    Card for the “AI pipeline orchestration with Prefect, Airflow or Dagster” skill

    Skill published by sickn33 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 orchestrate AI pipelines for ingestion, batch inference and training
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md12.1 KB

    Origin and licence

    Listed unmodified

    Author
    sickn33
    Source
    github.com/sickn33/agentic-awesome-skills/tree/e9809578fd426a284af017c5db99f8eb6628e6ca/skills/ai-pipeline-orchestration
    Licence
    MIT

    Notice

    « ai-pipeline-orchestration » (sickn33, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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