Agent skill

Researchers Biographical

by bitwize-music-studio in bitwize-music-studio/claude-ai-music-skills

Researches personal backgrounds, interviews, motivations, and humanizing details.

CC0-1.0Auto-check passedWriting & Content

Install Researchers Biographical

skills CLI
$ npx skills add bitwize-music-studio/claude-ai-music-skills --skill researchers-biographical -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install bitwize-music-studio/claude-ai-music-skills researchers-biographical --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/bitwize-music-studio/claude-ai-music-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/researchers-biographical .claude/skills/researchers-biographical && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
researchers-biographical
GitHub stars
544
Token cost
~2.3k tokens
SKILL.md length
860 words
Files
2
Skills in repo
51
Repo updated
First seen
Licence
CC0-1.0

At a glance

Researches personal backgrounds, interviews, motivations, and humanizing details.

  • Works in 4 steps: Research the specified topic using your… → Gather sources following the source… → Document findings with full citations → …
  • Research needs biographical context about people involved in the albums subject
  • SKILL.md covers Your Task, Domain Expertise, Key Sources and Building a Character Profile, plus 6 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Researchers Biographical is an agent skill from bitwize-music-studio/claude-ai-music-skills. Researches personal backgrounds, interviews, motivations, and humanizing details. Use when research needs biographical context about people involved in the album's subject.

Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `INTERVIEW_SOURCES.md`).

It sits in Writing & Content, covering Humanizing AI text. The repository describes itself as: Human + AI music production workflow for Suno - skills, templates, and tools. The licence is CC0-1.0.

When your agent uses it

  • Research needs biographical context about people involved in the albums subject
  • Tasks that involve Humanizing AI text

Example prompts

  • “Use the researchers-biographical skill to research personal backgrounds, interviews, motivations, and humanizing details”
  • “/researchers-biographical”

Requirements

  • Pre-approved tools (allowed-tools): Read, Edit, Write, Grep, Glob, WebFetch, WebSearch

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. Research the specified topic using your domain expertise
  2. Gather sources following the source hierarchy
  3. Document findings with full citations
  4. Flag items needing human verification

What it can do on your machine

Read from SKILL.md and the folder at commit 58f32c2. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Edit
    • Write
    • Grep
    • Glob
    • WebFetch
    • WebSearch

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Researchers Biographical loads about 2.3k tokens when it runs. Until then it costs about 49 tokens; SKILL.md has 860 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~49
When it runs · the whole SKILL.md, loaded when a task matches
~2.3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from bitwize-music-studio/claude-ai-music-skills at commit 58f32c2, republished under its CC0-1.0 licence (© bitwize-music-studio). 860 words, ~2,346 tokens.

Download SKILL.mdSave it as .claude/skills/researchers-biographical/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
researchers-biographical
description
Researches personal backgrounds, interviews, motivations, and humanizing details. Use when research needs biographical context about people involved in the album's subject.
allowed-tools
Read, Edit, Write, Grep, Glob, WebFetch, WebSearch
argument-hint
<"research [topic]" or track-path to verify>
model
sonnet
effort
high
user-invocable
false
context
fork

Your Task

Research topic: $ARGUMENTS

When invoked:

  1. Research the specified topic using your domain expertise
  2. Gather sources following the source hierarchy
  3. Document findings with full citations
  4. Flag items needing human verification

Biographical Researcher

You are a biographical research specialist for documentary music projects. You research personal backgrounds, interviews, motivations, and humanizing details about the subjects of albums.

Parent agent: See ${CLAUDE_PLUGIN_ROOT}/skills/researcher/SKILL.md for core principles and standards. Override preferences: If {overrides}/research-preferences.md exists, apply those standards (minimum sources, depth, etc.) to your domain-specific research.


Domain Expertise

What You Research
  • Personal background (birthplace, family, education)
  • Career trajectory and turning points
  • Interviews and profiles
  • Motivations and psychology
  • Relationships (co-founders, rivals, mentors, family)
  • Personality traits and quirks
  • Hobbies, interests, humanizing details
  • Key life moments and decisions
Source Hierarchy (Biographical Domain)

Tier 1 (Subject's Own Words):

  • Interviews they gave
  • Autobiographies/memoirs
  • Conference talks, speeches
  • Personal blog posts

Tier 2 (Close Sources):

  • Profiles by journalists who met them
  • Interviews with colleagues, family, friends
  • Authorized biographies
  • Documentary appearances

Tier 3 (Reporting):

  • News profiles
  • Magazine features
  • Podcast episodes about them
  • Book chapters

Tier 4 (Reference):

  • Wikipedia (verify against primary)
  • LinkedIn (career timeline)
  • Public records

Key Sources

Interview Archives

YouTube: "[name]" interview Podcasts: Search podcast apps, Listen Notes Conference talks: YouTube, Vimeo, conference sites Magazine archives: Wired, Forbes, Inc., Fast Company

What to find:

  • Subject speaking in their own voice
  • Personal anecdotes they share
  • Their explanation of decisions
  • Candid moments
Profile Journalism

Long-form profiles:

  • New Yorker
  • Vanity Fair
  • Wired
  • Bloomberg Businessweek
  • New York Times Magazine

Tech profiles:

  • Wired
  • MIT Technology Review
  • The Verge
  • Ars Technica

Business profiles:

  • Forbes
  • Fortune
  • Inc.
  • Fast Company
Books

Search for:

  • Biographies of subject
  • Books about their company/project
  • Industry histories mentioning them
  • Memoirs by colleagues

Where to find excerpts:

  • Google Books (preview)
  • Amazon Look Inside
  • Library databases
  • Book reviews quoting passages
Public Records

LinkedIn: Career timeline, education Crunchbase: For entrepreneurs (funding, companies) Court records: If relevant (divorces, lawsuits can reveal personal details) Property records: Where they lived (use cautiously)


Building a Character Profile

The Core Questions

For every subject, try to answer:

  1. Origin: Where did they come from? (Place, family, class)
  2. Formation: What shaped them? (Education, early jobs, mentors)
  3. Motivation: Why did they do what they did? (Money? Ideology? Recognition?)
  4. Method: How did they operate? (Personality, management style)
  5. Relationships: Who mattered to them? (Partners, rivals, family)
  6. Turning points: What moments changed their path?
  7. Contradictions: What doesn't fit the simple narrative?
  8. Humanity: What makes them relatable/interesting beyond the headline?
Finding the Human Details

What makes good lyrics:

  • Specific details (not "he was smart" but "dropped out after one semester")
  • Contradictions (public image vs. private reality)
  • Relationships (who they loved, trusted, betrayed)
  • Habits and quirks (what they did, wore, said)
  • Pivotal moments (the decision that changed everything)

Search patterns:

"[name]" childhood OR "grew up" OR parents
"[name]" "in an interview" OR "told me" OR "said"
"[name]" personality OR "known for" OR reputation
"[name]" wife OR husband OR family OR children
"[name]" hobby OR "in his spare time" OR "outside of work"

Output Format

When you find biographical sources, report:

markdown
## Biographical Source: [Type]

**Subject**: [Name]
**Source Type**: [Interview/Profile/Book/etc.]
**Title**: "[Title]"
**Author/Outlet**: [Name/Publication]
**Date**: [Date]
**URL**: [URL]

### Personal Background
- **Born**: [Date, place]
- **Family**: [Parents, siblings, spouse, children]
- **Education**: [Schools, degrees, dropouts]
- **Early career**: [First jobs, formative experiences]

### Key Quotes (In Their Own Words)
> "[Quote about themselves or their work]"
> — [Source], [Date]

> "[Another revealing quote]"
> — [Source], [Date]

### Personality/Character
- [Trait 1 - with evidence]
- [Trait 2 - with evidence]
- [How others describe them]

### Relationships
- **[Person]**: [Nature of relationship, significance]
- **[Person]**: [Nature of relationship, significance]

### Turning Points
- [Date/Event]: [What happened, why it mattered]
- [Date/Event]: [What happened, why it mattered]

### Humanizing Details
- [Hobby, habit, quirk]
- [Anecdote that reveals character]
- [Contradiction or surprise]

### Lyrics Potential
- **Character traits for narrative**: [What defines them]
- **Specific details**: [Concrete facts for authenticity]
- **Emotional hooks**: [What makes them sympathetic/compelling]
- **Quotable phrases**: [Things they said that work in lyrics]

### Gaps/Unknowns
- [What we don't know about them]

### Verification Needed
- [ ] [What to double-check]

Character Archetypes

Common patterns in documentary subjects:

ArchetypeTraitsAlbums
The VisionaryIdealistic, driven, sometimes naiveDistros founders
The HustlerAmbitious, charming, corner-cuttingWhite collar subjects
The True BelieverIdeological, uncompromisingOpen source purists
The AccidentalStumbled into significanceSome tech founders
The TragicFlawed, self-destructiveIan Murdock
The SurvivorOvercame adversityComeback stories
The VillainKnowing wrongdoingCorporate criminals

But: Real people are complex. The best lyrics find the contradictions.


Show full SKILL.md (319 more words)Show less

Interview Extraction

What to Look For in Interviews

Origin stories:

  • "I started because..."
  • "Back when I was..."
  • "The first time I..."

Motivation:

  • "I wanted to..."
  • "It was important to me that..."
  • "The reason I..."

Self-reflection:

  • "Looking back..."
  • "I should have..."
  • "If I could do it again..."

Relationships:

  • "We used to..."
  • "[Name] and I..."
  • "The team was..."

Pivotal moments:

  • "That's when I realized..."
  • "Everything changed when..."
  • "The turning point was..."
Reading Between the Lines

What they emphasize reveals what they want you to know What they avoid reveals what they're hiding How they describe others reveals their relationships Tone shifts reveal emotional weight


Ethical Considerations

Private vs. Public Figures

Public figures (executives, founders, public officials):

  • More latitude for research
  • Public statements fair game
  • Public actions documented

Private individuals (family members, minor players):

  • More caution required
  • Focus on what's already public
  • Consider impact
Sensitive Information

Use carefully:

  • Mental health details
  • Family relationships
  • Financial difficulties
  • Personal struggles

Always ask: Does this serve the story, or is it just invasive?

Living vs. Deceased

Living subjects:

  • May respond to the work
  • Consider current context
  • Avoid defamation

Deceased subjects:

  • Consider impact on family
  • Legacy is contested territory
  • Death circumstances may be sensitive

Common Album Types

Tech Founders
  • Origin stories
  • Philosophy/ideology
  • Key decisions
  • Relevant albums: Distros
Corporate Executives
  • Career trajectory
  • Management style
  • Downfall narrative
  • Relevant albums: Authorization, Mark to Market
Criminals
  • Background leading to crime
  • Methodology
  • Capture/consequences
  • Relevant albums: Various true crime
Tragic Figures
  • Promise and potential
  • What went wrong
  • Legacy
  • Relevant albums: Tracks about Ian Murdock, etc.

Remember

  1. Specifics over generalities - "Dropped out of Michigan" beats "college dropout"
  2. Their words are best - Direct quotes > journalist paraphrase
  3. Contradictions are gold - Complexity makes compelling characters
  4. Relationships reveal character - Who they loved, hated, betrayed
  5. Small details humanize - Habits, quirks, appearance
  6. Timeline matters - When did they change?

Your deliverables: Personal background, direct quotes, character traits, relationships, turning points, and humanizing details for lyrics.

© bitwize-music-studio, CC0-1.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in skills/researchers-biographical of bitwize-music-studio/claude-ai-music-skills.

  • SKILL.md
  • INTERVIEW_SOURCES.md

Open the folder on GitHubat commit 58f32c2

Compare with similar skills

Researchers Biographical next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Researchers Biographical compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Researchers Biographical this skillbitwize-music-studio/claude-ai-music-skills544—~2.3kAutomated safety check: PassCC0-1.0
Scholar Anti AI Writingcatlog22/maestro-flow564—~1.7kAutomated safety check: NotesNone
Academic HumanizerYila-AI/awesome-research-skills133—~1.7kAutomated safety check: PassApache-2.0
Academic Paper PolishHKUSTDial/Supervisor-Skills8.8k—~3.1kAutomated safety check: PassCC-BY-NC-SA-4.0
Academic Humanizerdongshuyan/compass-skills753—~4.2kAutomated safety check: PassMIT
HumanizerAzure-Samples/interview-coach-agent-framework17338 repos~5.8kAutomated safety check: PassMIT

Similar skills

  • Scholar Anti AI Writing

    catlog22/maestro-flow

    Remove AI writing patterns from academic prose. An agent skill from catlog22/maestro-flow.

    564 GitHub stars~1.7k tokensUpdated 3 days ago
    Writing & ContentAuto-check: notes
  • Academic Humanizer

    Yila-AI/awesome-research-skills

    A skill your agent uses when researchers ask to remove generic, templated, or AI-like patterns from Chinese or English academic prose, make an AI-assisted draft sound more like the author's own…

    133 GitHub stars~1.7k tokensUpdated 1 mo ago
    Writing & ContentAuto-check passed
  • Academic Paper Polish

    HKUSTDial/Supervisor-Skills

    Polishes academic prose without changing its meaning: grammar and flow fixes, tone matched to the evidence, AI-tone removal and Chinese-to-English rewriting for submission.

    8.8k GitHub stars~3.1k tokensUpdated 1 mo ago
    Writing & ContentAuto-check passed
  • Academic Humanizer

    dongshuyan/compass-skills

    Draft, audit, or minimally revise English- or Chinese-language academic prose to reduce formulaic, vacuous, mechanically repetitive, or process-leaking language while preserving claims, evidence…

    753 GitHub stars~4.2k tokensUpdated 1 mo ago
    Writing & ContentAuto-check passed
  • Humanizer

    Azure-Samples/interview-coach-agent-framework

    Official

    Remove signs of AI-generated writing from text. An agent skill from Azure-Samples/interview-coach-agent-framework.

    173 GitHub starsUsed in 38 repos~5.8k tokens
    Writing & ContentAuto-check passed
  • Avoid AI Writing

    conorbronsdon/avoid-ai-writing

    Audit and rewrite content to remove AI writing patterns ("AI-isms").

    4.9k GitHub starsUsed in 3 repos~8.1k tokens
    Writing & ContentAuto-check passed

More from bitwize-music-studio/claude-ai-music-skills

All 51 skills in this repo
  • Album Conceptualizer

    bitwize-music-studio/claude-ai-music-skills

    Designs album concepts, tracklist architecture, and thematic planning through 7 structured phases.

    544 GitHub stars~3.6k tokensUpdated 3 days ago
    Auto-check passed
  • Album Dashboard

    bitwize-music-studio/claude-ai-music-skills

    Shows a structured progress dashboard for an album with percentage complete per phase, blocking items, and status breakdown.

    544 GitHub stars~1.1k tokensUpdated 3 days ago
    Auto-check passed
  • Album Ideas

    bitwize-music-studio/claude-ai-music-skills

    Tracks and manages album ideas including brainstorming, planning, and status updates.

    544 GitHub stars~2.2k tokensUpdated 3 days ago
    Auto-check passed
  • Clipboard

    bitwize-music-studio/claude-ai-music-skills

    Copies track content (lyrics, style prompts, streaming lyrics) to the system clipboard.

    544 GitHub stars~1.4k tokensUpdated 3 days ago
    Auto-check: notes
  • Cloud Uploader

    bitwize-music-studio/claude-ai-music-skills

    Uploads promo videos and content to Cloudflare R2 or AWS S3.

    544 GitHub stars~2.1k tokensUpdated 3 days ago
    Auto-check: notes
  • Configure

    bitwize-music-studio/claude-ai-music-skills

    Sets up or edits the plugin configuration file interactively.

    544 GitHub stars~2.2k tokensUpdated 3 days ago
    Auto-check: notes

Questions about Researchers Biographical

What does Researchers Biographical do?

Researches personal backgrounds, interviews, motivations, and humanizing details. Researchers Biographical is an agent skill from bitwize-music-studio/claude-ai-music-skills. Researches personal backgrounds, interviews, motivations, and humanizing details.

When should I use Researchers Biographical?

Researchers Biographical fits situations like: research needs biographical context about people involved in the albums subject; tasks that involve Humanizing AI text.

How do I install Researchers Biographical in Claude Code?

Run `npx skills add bitwize-music-studio/claude-ai-music-skills --skill researchers-biographical -a claude-code`. Or copy the skill folder (skills/researchers-biographical in bitwize-music-studio/claude-ai-music-skills) into .claude/skills/researchers-biographical in your project. Claude Code loads it when a task matches its description.

How do I install Researchers Biographical in Codex?

Run `npx skills add bitwize-music-studio/claude-ai-music-skills --skill researchers-biographical -a codex`. Or copy the skill folder (skills/researchers-biographical in bitwize-music-studio/claude-ai-music-skills) into .agents/skills/researchers-biographical in your project. Codex loads it when a task matches its description.

Can I use Researchers Biographical in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add bitwize-music-studio/claude-ai-music-skills --skill researchers-biographical -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/researchers-biographical, .gemini/skills/researchers-biographical, .github/skills/researchers-biographical and .opencode/skills/researchers-biographical in your project.

What does Researchers Biographical need to run?

SKILL.md names no scripts, command-line tools or credentials: Researchers Biographical is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Edit, Write, Grep, Glob, WebFetch, WebSearch.

Does Researchers Biographical access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Researchers Biographical safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Researchers Biographical use?

Researchers Biographical is published under the CC0-1.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Researchers Biographical use?

About 2.3k tokens (SKILL.md is roughly 9.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Researchers Biographical?

Skills that share tags, products or a category with Researchers Biographical: Scholar Anti AI Writing (catlog22/maestro-flow, 564 stars), Academic Humanizer (Yila-AI/awesome-research-skills, 133 stars), Academic Paper Polish (HKUSTDial/Supervisor-Skills, 8.8k stars) and Academic Humanizer (dongshuyan/compass-skills, 753 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Researchers Biographical?

bitwize-music-studio (a GitHub organization) maintains it in bitwize-music-studio/claude-ai-music-skills, which has 544 GitHub stars. The repository holds 51 skills in this directory. The repository was last updated on October 7, 2026.

Source: bitwize-music-studio/claude-ai-music-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.