Skills
.Work. You
Rest

librarian-search

Official

Finds and ranks media candidates for librarians.

Data & Analytics#releases#dedupe#librarian#tmdb#taste#prowlar
AuthorMeridianVega
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Automates candidate discovery, deduplication against Jellyfin records, and release selection for librarian tasks by integrating TMDB data, taste scoring, and Prowlarr releases.

Core Features & Use Cases

  • Discover candidates from TMDB and pull metadata for ranking; deduplicate against an existing Jellyfin library using TMDB/IMDB IDs; score candidates against a taste profile; search releases with Prowlarr and pick the best per candidate using a transparent scoring formula.
  • Handle both movies and TV shows with a multi-stage pipeline (discover → dedupe + score → release-select) to deliver ready-to-queue results.
  • Use case: A librarian user provides a request like "20 mid-budget 80s horror films" and the skill returns a ranked list of candidate titles with corresponding releases.

Quick Start

Provide a need like "20 mid-budget thrillers from the 1980s" and the skill will produce a ranked list of candidate releases.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 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: librarian-search
Download link: https://github.com/MeridianVega/claude-marketplace/archive/main.zip#librarian-search

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

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.