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OCR pipeline and cross-engine quality v1.0.0

Use this resource to change OCR behavior or compare quality across engines

New

  • 443 downloads
  • 169 likes
  • 102 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ocr-pipeline-quality

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 follows preprocessing, engine execution, structured conversion and caching, then compares outputs while accounting for their differences. You avoid comparing engines that do not measure the same thing.

Mostly picked by

Updated November 2, 2026

Card for the “OCR pipeline and cross-engine quality” skill

Details

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

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What you get

  • SKILL.md: engines, execution and cache configuration
  • SKILL.md: quality invariants, tables and geometry

Good fit for

  • You want to compare two OCR engines on the same batch
  • A preprocessing change alters the text of accepted pages

Not for

    Tags

    • ocr
    • quality
    • preprocessing
    • cache
    • engines

    About

    You say

    “Compare the quality of Tesseract and PaddleOCR on this batch of scans.”

    Card for the “OCR pipeline and cross-engine quality” skill

    Skill published by xberg-io 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 change OCR behavior or compare quality across engines
    3. Review and adjust the result

    Content preview

    Files

    • index.md0.2 KB
    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md4.2 KB

    Origin and licence

    Listed unmodified

    Author
    xberg-io
    Source
    github.com/xberg-io/xberg/tree/82b2f67583c3f2b7b14b67e62bdf949ee5601320/.ai-rulez/skills/ocr-pipeline-and-quality
    Licence
    MIT

    Notice

    « ocr-pipeline-and-quality » (xberg-io, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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