What does the Review skill do in the MeatyMusic workflow?

It acts as the final step in the generation pipeline, collecting all artifacts like lyrics and styles, calculating scores, and saving the data to permanent storage.

Is the Review skill deterministic?

Yes, it uses SHA-256 hashing to ensure that identical generated artifacts always result in the same content hashes and summaries for better reproducibility.

What happens if validation fails before the review step?

The Review skill will still run but will mark the final status as 'completed_with_warnings', documenting all remaining issues in the final summary.

How does it handle data storage?

The skill saves run metadata and scores to a database while uploading larger JSON artifacts, like lyrics and composed prompts, to S3 or compatible blob storage.

Music Workflow Reviewer

Name: Music Workflow Reviewer
Author: miethe

bymiethe

생산성 및 워크플로

Finalizes music creation workflows by aggregating generated artifacts, calculating quality metrics, and ensuring secure data persistence.

소개

The Review Skill serves as the final deterministic node in the MeatyMusic creation pipeline, designed to wrap up complex AI-driven music generation tasks. It systematically collects all output artifacts—such as lyrics, style schemas, and producer notes—while computing content hashes and quality scores to ensure reproducibility and auditability. By automating the storage process across databases and cloud buckets, this skill provides a centralized point for workflow completion, event notification, and performance monitoring, making it essential for developers building production-grade creative AI applications.

주요 기능

Automated performance metrics and workflow duration tracking
Real-time event broadcasting via WebSockets and audit logs
Integrated validation status and issue reporting
0 GitHub stars
Multi-tier storage persistence for metadata and large assets
Deterministic SHA-256 artifact hashing for version control

사용 사례

Managing long-term storage and retrieval of music metadata
Auditing the quality and consistency of creative generation runs
Finalizing AI-generated song components before audio rendering

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add miethe/meatymusic workflow

For use in Claude.ai and ChatGPT

Download Skill

GitHub

소개