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review-library-init

Official

Ingest reviews, score signals, and index them.

Data & Analytics#knowledge base#creative strategy#content scoring#customer reviews#review ingestion#tagging taxonomy#REST API pagination
AuthorMotion-Creative
Version1.0.0
Installs0

System Documentation

What problem does it solve?

It turns scattered customer review text from any REST API into a consistent, searchable review library in the org brain with scores and creative-strategy tags.

Core Features & Use Cases

  • Automated review ingestion: Pulls reviews from paginated JSON endpoints using configurable field paths and pagination style.
  • Creative value scoring & tagging: Scores review body length into 1–5 and assigns tags like pain-point, trigger-moment, objection, transformation, and standout-language.
  • Structured brain-ready outputs: Writes verbatim review bodies into markdown files organized by product slug, plus _meta.json and _index.md for retrieval.
  • Weekly freshness via reminder: Creates a scheduled “Weekly Review Sync” to incrementally ingest newer reviews without overwriting existing files.

Quick Start

Ask Runneth to run the review ingestion by saying: Run review library init, then confirm the required API endpoint, secret name, and source label.

Dependency Matrix

Required Modules

None required

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: review-library-init
Download link: https://github.com/Motion-Creative/runneth-apps/archive/main.zip#review-library-init

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