deduplication-logic-checker

Validate deduplication guards in rss-to-signals and feed-orchestrator ingestion paths.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/BruceTyndall/socelle-global --skill deduplication-logic-checker
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: deduplication-logic-checker
Source: https://github.com/BruceTyndall/socelle-global/tree/main/.agents/skills/deduplication-logic-checker
Command: npx skills add https://github.com/BruceTyndall/socelle-global --skill deduplication-logic-checker

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill ensures that the logic for preventing duplicate entries in feed ingestion and signal creation processes is robust and correctly implemented, preventing data redundancy.

Core Features & Use Cases

  • Deduplication Guard Validation: Checks for the presence of checks that prevent duplicate URLs, titles, or source identities before data insertion.
  • Direct Insert Detection: Identifies instances where data might be inserted without proper duplicate checks.
  • Use Case: When modifying the rss-to-signals function or any part of the feed ingestion pipeline, use this skill to automatically verify that no new direct insert paths without deduplication guards are introduced.

Quick Start

Run the deduplication logic checker for the rss-to-signals and feed-orchestrator functions.

Frequently Asked Questions about deduplication-logic-checker

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I prevent duplicate RSS feed entries during signal processing?

It checks for the existence of guards against duplicate URL, title, and source identity before data insertion within the rss-to-signals and feed-orchestrator ingestion paths. This prevents data redundancy during feed ingestion and signal creation.

How do I check for direct insert paths missing deduplication guards in feed ingestion code?

It detects direct insert paths lacking duplicate checks by validating the rss-to-signals and feed-orchestrator ingestion paths. It specifically identifies instances where data might be inserted without proper duplicate checks.

What is feed deduplication logic validation in RSS-to-signals pipelines?

Feed deduplication logic validation verifies that feed ingestion and signal creation processes have checks preventing duplicate URLs, titles, or source identities before data insertion. It ensures robust logic and prevents data redundancy.

Can I use this deduplication checker for feed ingestion pipelines beyond rss-to-signals?

While it targets rss-to-signals and feed-orchestrator functions, you can use it whenever modifying any feed ingestion pipeline to automatically verify that no new direct insert paths without deduplication guards are introduced.

Why does my feed ingestion pipeline allow duplicate entries during data insertion?

Your pipeline likely allows duplicates because direct insert paths exist without proper duplicate checks. This checker identifies those missing guards against duplicate URL, title, and source identity before data insertion.