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incremental-processor

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Process data efficiently, avoid redundant work.

Software Engineering#state management#data processing#batch processing#change detection#resumable pipeline#api pacing
Authorpaolomoz
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill tackles the challenge of processing large datasets or making numerous API calls by intelligently identifying and skipping already processed or unchanged items, thereby saving time, computational resources, and API costs.

Core Features & Use Cases

  • Change Detection: Uses content hashing to detect modifications in data items.
  • State Persistence: Maintains checkpoints to allow processing to resume from where it left off after interruptions.
  • API Pacing: Implements delays and backoff strategies to respect API rate limits.
  • Use Case: When processing daily sales reports from an external API, this skill ensures that only new or modified sales records are analyzed, preventing redundant computations and staying within API usage limits.

Quick Start

Use the incremental-processor skill to process new items from the 'sales-data' source, resuming from the last known timestamp.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 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: incremental-processor
Download link: https://github.com/paolomoz/skills/archive/main.zip#incremental-processor

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