How does it handle deleted content?

It utilizes digital preservation tools like the Wayback Machine and archive.today to locate and document deleted or modified posts.

What is 'Lyrics Potential' in the research report?

This is a specialized analysis that flags specific phrases, verbal tics, and emotional outbursts that would be particularly effective when adapted into song lyrics.

What types of sources does this skill search?

The skill searches a wide array of digital footprints, including X (Twitter), Reddit, Hacker News, personal blogs, mailing lists, GitHub commit messages, and IRC logs.

How does the skill verify the identity of a subject?

It uses a Tiered Source Hierarchy, cross-referencing verified accounts, posting history consistency, and journalism coverage to assign an Identity Confidence rating.

Primary Source Researcher

Name: Primary Source Researcher
Author: bitwize-music-studio

bybitwize-music-studio

•

Web Scraping & Data Collection

Identifies and captures a subject's authentic voice from social media, blogs, and archives for documentary music projects.

This specialized skill acts as a primary source specialist, meticulously gathering direct statements from across the web—including social media, developer forums, and personal blogs—to feed into documentary-style music production. It prioritizes the 'voice' of the subject, ensuring that lyrics and narratives are built on verified, first-hand accounts rather than secondary paraphrasing. By providing full citations, identity confidence ratings, and archival links for every discovery, it gives creators a rich dataset of authentic phrases and emotional contexts to use in songwriting and storytelling.

Key Features

01Source hierarchy system (Tiers 1-4) to establish identity confidence

023 GitHub stars

03Lyrics Potential analysis to identify quotable phrases and emotional registers

04Automated archival status checks via Wayback Machine and archive.today

05Deep search across social media, forums (Reddit/HN), and technical mailing lists

06Detailed reporting including exact quotes, timestamps, and contextual analysis

Use Cases

01Generating authentic lyrics for documentary-style songs about tech founders or historical figures

02Conducting digital forensic research to build a narrative timeline for a subject

03Verifying the authenticity of leaked or deleted online statements for creative projects

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add bitwize-music-studio/claude-ai-music-skills researchers-primary-source

For use in Claude.ai and ChatGPT

Download Skill

Key Features

01Source hierarchy system (Tiers 1-4) to establish identity confidence

023 GitHub stars

03Lyrics Potential analysis to identify quotable phrases and emotional registers

04Automated archival status checks via Wayback Machine and archive.today

05Deep search across social media, forums (Reddit/HN), and technical mailing lists

06Detailed reporting including exact quotes, timestamps, and contextual analysis

Use Cases

01Generating authentic lyrics for documentary-style songs about tech founders or historical figures

02Conducting digital forensic research to build a narrative timeline for a subject

03Verifying the authenticity of leaked or deleted online statements for creative projects

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add bitwize-music-studio/claude-ai-music-skills researchers-primary-source

For use in Claude.ai and ChatGPT

Download Skill