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batch-comps

Generate Hollywood-style comps for multiple titles using GPT-4o and OMDB enrichment.

Updated Jul 22, 2025
Search Tags:#batch#titles#data-enrichment#comps#gpt-4o#omdb
One-click install
npx skills add https://github.com/creepyblues/kstorybridge-integrated --skill batch-comps
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: batch-comps
Source: https://github.com/creepyblues/kstorybridge-integrated/tree/main/.claude/skills/batch-comps
Command: npx skills add https://github.com/creepyblues/kstorybridge-integrated --skill batch-comps

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Batch generation of Hollywood comparable titles using GPT-4o. This skill should be used for generating comps on multiple titles at once, filling gaps in catalog coverage, or running overnight batch processing.

Core Features & Use Cases

  • Orchestrates large-scale comp generation across multiple titles with automated data enrichment (OMDB) and scoring
  • Supports genre-specific batches (e.g., all horror or all romance) and recent-title pipelines
  • Provides cost estimation, dry-run, and batch workflow tooling for porting to other apps

Quick Start

Use the batch-comps skill to initiate a batch run on titles that currently lack comps.

Frequently Asked Questions about batch-comps

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

FAQPage Schema
How do I batch generate Hollywood comparable titles for a large catalog?▼

Batch generating Hollywood comps involves orchestrating data collection, 8-dimension deconstruction with GPT-4o, and OMDB enrichment for multiple titles at once. This skill automates that workflow to fill catalog coverage gaps and store results.

Can I run genre-specific batch comps for titles lacking data enrichment?▼

Yes, you can run genre-specific batch comps for categories like horror or romance. The process uses OMDB to enrich title metadata automatically before applying GPT-4o scoring and storing the final analysis.

Does batch comps generation support dry-run and cost estimation for overnight processing?▼

Yes, batch comps generation supports dry-run and cost estimation workflows. These features allow you to estimate GPT-4o API expenses and validate batch runs before executing overnight processing on your title catalog.

What is the 8-dimension deconstruction process used for generating comparable titles?▼

The 8-dimension deconstruction is a GPT-4o analysis process that evaluates titles across multiple thematic axes. It generates detailed Hollywood-style comparable titles by scoring similarities and storing results in comps_analysis.

How do I port batch comps generation workflows to other applications?▼

You can port batch comps workflows to other applications using the provided edge function reference and batch workflow tooling. These components expose commands for data collection and OMDB enrichment that can be integrated into external pipelines.

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