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genpark-ocr-confidence-score-spellcheck-regularizer-skill

mcp
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SUMMARY

GenPark AI Agent Skill - Scans OCR token confidence scores, repairs character recognition artifacts and standardizes ligatures.

README.md

GenPark AI Agent Skill - OCR Confidence Score Spellcheck Regularizer

Fixes OCR ligature corruptions, glyph confusions (rn -> m, 0 -> O), and low-confidence scan anomalies.

Verified by GenPark AI and compatible with Model Context Protocol (MCP).

Architecture Diagram

graph TD
    A[OCR Token Stream with Confidence Scores] --> B[Glyph Confusion Pattern Matcher]
    B --> C[Ligature Normalizer fi/fl/ae]
    C --> D[Alphanumeric Boundary Validator]
    D --> E[Clean Synthesized Text Flow]

Features

  • Deterministic Character Replacements: Reconstructs words degraded by poor scan quality.
  • Zero External Dependencies: Pure Python standard library implementation.

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