How does this fit into the Bitwize music workflow?

It sits between the 'Research' and 'Lyric Writing' phases. A track cannot proceed to lyric generation until it has been marked as 'Verified' by this skill.

Does it automatically check if links are broken?

The skill extracts the links and presents them to the user for manual clicking and verification to ensure the content matches the project's requirements, rather than just checking for a 404 error.

Can I use this for non-music projects?

While optimized for the Bitwize music folder structure, the logic of human-verified research gates is applicable to any documentation or content creation workflow requiring high factual accuracy.

What is the purpose of the verify-sources skill?

It serves as a mandatory human checkpoint to ensure all cited sources for a music track are real, accessible, and support the intended lyrics before any AI generation takes place.

What happens if I find an error during verification?

The skill allows you to document the specific issue within the track file, keeping the status as 'Pending' until the research is corrected and re-verified.

Source Verification Gate

Name: Source Verification Gate
Author: bitwize-music-studio

bybitwize-music-studio

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Productivity & Workflow

Facilitates a human-in-the-loop verification process to validate research sources and links before AI-driven content generation.

The verify-sources skill acts as a critical checkpoint in the AI music production workflow, ensuring that all research data is accurate, accessible, and verified by a human before track generation begins. It automates the tedious parts of the review—such as searching for pending tracks, extracting markdown links, and presenting evidence chains—while maintaining a strict requirement for manual approval. This prevent AI hallucinations, ensures factual consistency in lyrics, and provides a timestamped audit trail for multi-track projects within the Bitwize Music Studio ecosystem.

Key Features

01Automated extraction of links and evidence chains from RESEARCH.md files.

0222 GitHub stars

03Fuzzy-match album search to identify tracks with pending source reviews.

04Structured human-in-the-loop walkthrough for source-by-source validation.

05Automatic track file updates with date-stamped verification metadata.

06State cache synchronization to keep MCP server project data current.

Use Cases

01Managing the quality control gate between the research phase and the creative writing phase of an album.

02Ensuring historical or thematic lyrics are backed by real, verified citations before Suno generation.

03Auditing large music projects to ensure no track proceeds to generation with broken or hallucinated links.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add bitwize-music-studio/claude-ai-music-skills verify-sources

For use in Claude.ai and ChatGPT

Download Skill