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decay-scoring

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Automated decay scoring for knowledge nodes.

Data & Analytics#curation#metrics#RAG#knowledge#scoring#decay
Authorarbgjr
Version1.0.0
Installs0

System Documentation

What problem does it solve?

The decay-scoring skill computes a quantitative obsolescence score for knowledge nodes in a RAG corpus. It helps teams identify outdated or under-validated content to prioritize review, update, or archiving.

Core Features & Use Cases

  • Automatic age, validation recency, and access-based decay scoring to surface stale content.
  • Configurable weights, half-lives, and content-type bonuses to tailor prioritization.
  • Generates per-node scores, status classifications, and a review queue for curator actions.
  • Use Case: a growing knowledge base flags items for periodic review, validation, or archiving to maintain freshness.

Quick Start

Run the decay scoring workflow using the included scripts:

  • python3 .claude/skills/decay-scoring/scripts/decay_calculator.py
  • python3 .claude/skills/decay-scoring/scripts/decay_tracker.py access NODE_ID
  • python3 .claude/skills/decay-scoring/scripts/decay_trigger.py

Dependency Matrix

Required Modules

yaml

Components

scripts

💻 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: decay-scoring
Download link: https://github.com/arbgjr/smart_alarm/archive/main.zip#decay-scoring

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