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content-deduplication

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Find and remove duplicate content.

Data & Analytics#algorithms#text processing#deduplication#data cleaning#content analysis#similarity
AuthorSufficientDaikon
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill addresses the challenge of identifying and eliminating redundant or near-duplicate text content within a dataset, ensuring data integrity and reducing storage.

Core Features & Use Cases

  • Text Normalization: Cleans text by lowercasing, removing punctuation, and stripping stop words for accurate comparisons.
  • Fingerprinting: Uses SHA-256 hashing for O(1) exact duplicate detection.
  • Similarity Scoring: Employs Jaccard index on bigrams for fuzzy matching, with configurable thresholds.
  • Batch Processing: Efficiently finds and removes duplicate items from a list.
  • Use Case: You have a large collection of articles and need to identify and remove any that are substantially similar to avoid content duplication penalties or redundant information.

Quick Start

Use the content-deduplication skill to find duplicate items in the provided list using the default similarity threshold.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: content-deduplication
Download link: https://github.com/SufficientDaikon/omniskill/archive/main.zip#content-deduplication

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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