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Speed up a data import or backfill v1.0.0

Use this resource to speed up a data import, export or backfill without losing rows

New

  • 472 downloads
  • 160 likes
  • 105 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install data-pipeline-throughput-tuning

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 separates the pipeline stages, measures each, compares variants and adds an accounting block that proves rows and timestamps agree. You get a faster load and proof that it is correct.

Mostly picked by

Updated November 2, 2026

Card for the “Speed up a data import or backfill” skill

Details

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

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What you get

  • SKILL.md: stage distinction, fast-path heuristics and workflow
  • SKILL.md: accounting output, guardrails and verification rules

Good fit for

  • A historical backfill takes hours to finish
  • A warehouse load runs past its planned window

Not for

    Tags

    • data
    • pipeline
    • import
    • throughput
    • warehouse

    About

    You say

    “Our nightly reload takes six hours: find the bottleneck and prove every row arrived.”

    Card for the “Speed up a data import or backfill” skill

    Skill published by affaan-m 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 speed up a data import, export or backfill without losing rows
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md2.8 KB

    Origin and licence

    Listed unmodified

    Author
    affaan-m
    Source
    github.com/affaan-m/ecc/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/data-throughput-accelerator
    Licence
    MIT

    Notice

    « data-throughput-accelerator » (affaan-m, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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