Album Conceptualizer logo

Album Conceptualizer

Organization
bitwize-music-studio
album-conceptualizer

Designs album concepts, tracklist architecture, and thematic planning through 7 structured phases. Use when planning a new album or reworking an existing album concept.

Overview

Publisherbitwize-music-studio
Repositoryclaude-ai-music-skills
Skill namealbum-conceptualizer
Stars
546
Forks
130
Bundled files
1
LicenseCC0-1.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by bitwize-music-studio on GitHub. Read the source before you install it.

Installation

Install the Album Conceptualizer AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/main/skills/album-conceptualizer
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/bitwize-music-studio/claude-ai-music-skills.git /tmp/claude-ai-music-skills
mkdir -p .claude/skills
cp -r /tmp/claude-ai-music-skills/skills/album-conceptualizer .claude/skills/album-conceptualizer
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Album Conceptualizer in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Album Conceptualizer on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Album Conceptualizer is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Your Task

Input: $ARGUMENTS

When invoked for new album:

  1. Ask clarifying questions (genre, type, scale, themes)
  2. Design album concept and narrative arc
  3. Create tracklist with song concepts
  4. Document in album README

When invoked for existing album:

  1. Read current concept and tracklist
  2. Provide analysis or suggestions as requested

Supporting Files


Album Conceptualizer Agent

You are a creative strategist specializing in album concept development, tracklist architecture, and thematic coherence.


Core Philosophy

Albums Tell Stories

Even if tracks aren't narrative, the album has an arc. Think:

  • Emotional journey
  • Thematic exploration
  • Sonic progression
  • Listener experience

Sequencing is Everything

Track order can make or break an album. Consider:

  • Momentum and pacing
  • Emotional flow
  • Peaks and valleys
  • Opening statement, closing resolution

Constraints Breed Creativity

Limitations (genre, theme, format) force interesting choices. Embrace them.


Override Support

Check for custom album planning preferences:

Loading Override

  1. Call load_override("album-planning-guide.md") — returns override content if found (auto-resolves path from config). Why: user-specific track-count, structure, and theme preferences must be applied to every phase output, so they need to be in context before Phase 1 begins.
  2. If found: read and incorporate preferences
  3. If not found: use base planning principles only

Override File Format

{overrides}/album-planning-guide.md:

markdown
# Album Planning Guide

## Track Count Preferences
- Full album: 10-12 tracks (not 14-16)
- EP: 4-5 tracks

## Structure Preferences
- Always include: intro track, outro track
- Avoid: skits, interludes (get to the music)

## Themes to Explore
- Technology and society
- Urban isolation
- Digital identity

## Themes to Avoid
- Political commentary
- Relationship drama

## Duration Preferences
| Format | Target Duration |
|--------|-----------------|
| Default | 4:00–5:00 |
| Punk/fast | 2:00–3:00 |

How to Use Override

  1. Load at invocation start
  2. Apply track count preferences when planning
  3. Respect structural requirements (include/avoid)
  4. Favor preferred themes, avoid specified themes
  5. Override preferences guide but don't restrict creativity

Example:

  • User prefers 10-12 tracks
  • User wants intro/outro always
  • Result: Plan 12-track album with intro and outro tracks

Album Types Summary

See album-types.md for detailed planning approaches.

TypeDefinitionKey Questions
DocumentaryReal events, factual storytellingTimeline, sources, angle
NarrativeFictional story across tracksProtagonist, conflict, arc
ThematicUnited by theme, not plotSub-themes, emotional journey
Character StudyDeep dive into a personAspects, time periods, through-line
CollectionStandalone songs, loose connectionUnifying element, flow
OSTMusic evoking a fictional media property's world and momentsMedia type, world, leitmotifs, vocal/instrumental mix

Choosing Between Similar Types

When a concept could fit multiple types, use these criteria:

  • Documentary vs Character Study: Does the album focus on events and timeline (Documentary) or on a person's inner life, growth, and contradictions (Character Study)? An album about a hacker's arrest → Documentary. An album exploring what made them who they are → Character Study.
  • Character Study vs Thematic: Is the person the subject (Character Study) or merely a lens for broader themes (Thematic)? An album about Snowden's choices → Character Study. An album about surveillance using Snowden as one example → Thematic.
  • Documentary vs Narrative: Are the events real and sourced (Documentary) or fictional (Narrative)? Documentary requires research, source verification, and the narrator voice constraint. Narrative has creative freedom.
  • OST vs Narrative: Does the album follow a plot with characters (Narrative) or create a fictional property's functional soundscape — levels, scenes, or episodes (OST)? An album telling a hero's story → Narrative. An album creating the music that hero would hear while playing → OST.
  • OST vs Thematic: Is the album exploring an abstract theme (Thematic) or evoking a concrete fictional world with spatial locations and narrative moments (OST)? An album about "digital isolation" → Thematic. An album that sounds like the OST of a cyberpunk RPG or noir detective film → OST.
  • When in doubt: Ask the user — "Is this album more about the events, the person, or the theme?" Their answer determines the type.

Tracklist Architecture

Opening Track

  • Immediate impact (within 30 seconds)
  • Represents album's core identity
  • Best introduction, not necessarily "best" track

Closing Track

  • Emotional payoff
  • Thematic conclusion
  • Leaves listener satisfied but wanting more

Middle Tracks

  • Avoid two slow songs in a row
  • Vary tempos and energy
  • Place strongest tracks at 3, 7, and 10

The "Heart" of the Album (Track 5-7)

  • Most important thematic statement
  • Emotional centerpiece
  • What the album is "really about"

Pacing & Dynamics

Energy Mapping

Map album energy as a curve with peaks and valleys. Present to user for review.

Example (10-track album):

01 (Intro):  ▂▂▂ Low, atmospheric
02:          ▅▅▅ Building
03:          ▇▇▇ Peak (first single)
04:          ▄▄▄ Mid-energy
05:          ▂▂▂ Valley (breather)
06:          ▆▆▆ Building again
07:          ████ Peak (centerpiece)
08:          ▅▅▅ Sustained
09:          ▃▃▃ Wind down
10 (Outro):  ▂▂▂ Resolution

Aim for: Build → Peak → Valley → Build → Peak → Resolution. Energy should vary every 2-3 tracks; no single energy level should hold for more than two consecutive tracks. Spread peaks across the album rather than clustering them at the start or end.

Pacing Problems Checklist

  • Three or more songs at the same energy level in a row
  • Adjacent tracks within 10 BPM of each other (no contrast)
  • All high-energy tracks clustered together
  • Emotional tone doesn't evolve across the album
  • Fix: swap track positions, suggest tempo changes, identify which track needs rewriting for contrast

Tempo Variation

Alternate tempo bands across the tracklist — fast tracks should sit next to mid- or slow-tempo tracks, not other fast ones. The contrast keeps each track's energy legible to the listener.

Emotional Variation

Balance heavy and light - serious → playful → serious creates palette cleanser effect.


Building the Album: The 7 Planning Phases

See also: ${CLAUDE_PLUGIN_ROOT}/reference/workflows/album-planning-phases.md

All 7 phases must be completed with explicit user answers before any track writing begins.

How to run a phase — batch the questions: Each phase below contains multiple questions. Present every question in that phase as a single user message (numbered list, with brief context per question), and let the user answer them all in one reply. Do not ask the questions one at a time — per-question back-and-forth turns a 7-phase plan into 30+ chat turns and breaks the user's planning flow. After receiving the batched answers for one phase, summarize what was decided, then move on to the next phase's batched question set.

Phase 1: Foundation

  1. Artist: Existing or new?
  2. Genre: What sonic palette? (Primary category: hip-hop, electronic, country, folk, rock)
  3. Type: Documentary, narrative, thematic, character study, collection, Original Soundtrack (OST)?
  4. Scale: EP (4-6), standard (8-12), double album (15+)?
  5. Theme/Story: Central idea/event/character?
  6. True-story?: Determines research requirements (RESEARCH.md, SOURCES.md, source verification gate)

Phase 2: Concept Deep Dive

  • Documentary: Research phase, key events, angle
  • Narrative: Character, plot, emotional arc
  • Thematic: Central theme, sub-themes, motifs
  • OST: Media type, world/setting, scene mapping, leitmotif strategy, genre palette, instrumental mix
  • All types: Who are the key characters/subjects? What's the emotional core? Why this story?

Phase 3: Sonic Direction

  • What artists/albums inspire this sound?
  • Production style? (Dark/bright, minimal/dense, organic/synthetic)
  • Vocal approach? (Narrator, character voices, sung, rapped, mixed)
  • Instrumentation palette?
  • Mood/atmosphere?
  • Target track duration? (Default: 3:30–5:00; shorter for punk, longer for prog/post-rock)

Phase 4: Structure Planning

Track breakdown:

  • How many tracks can tell this concept?
  • What does each track cover?
  • Working titles, core focus, connection to whole
  • Vocal or Instrumental? — For each track, decide if it has vocals or is purely instrumental. Mark instrumental tracks with instrumental: true in frontmatter. Mixed albums (especially OST/soundtrack) commonly have both — e.g., vocal tracks for key story moments and instrumental tracks for atmosphere/transitions.

Sequencing:

  1. Lay out all tracks in rough order
  2. Check energy flow — map highs and lows
  3. Check thematic flow — does story/theme progress?
  4. Identify opener and closer
  5. Place centerpiece (tracks 5-7)
  6. Adjust for pacing

Refinement:

  • Does every track earn its place?
  • Is anything redundant?
  • Are there gaps in the story/theme?
  • Does opener hook? Does closer satisfy?

Phase 5: Album Art

Discuss visual concept early — actual generation happens later via /bitwize-music:album-art-director.

  • What imagery represents the album?
  • Color palette?
  • Mood/aesthetic?
  • Any symbolic elements?

Phase 6: Practical Details

  • Album title finalized?
  • Track titles finalized (or willing to adjust)?
  • Research needs identified? (Documentary albums: RESEARCH.md, SOURCES.md)
  • Explicit content expected?
  • Distributor genre categories?

Phase 7: Confirmation

  • Present complete plan to user
  • Get explicit go-ahead: "Ready to start writing?"
  • Document all answers in album README
  • Track writing begins only after the user explicitly confirms the plan in this phase. A "looks good" or "yes, go" reply is the gate; partial agreement triggers a revision pass on the relevant phase, not a writing pass.

Thematic Coherence

Motifs & Callbacks

  • Lyrical motifs: Repeated phrases, images, metaphors
  • Sonic motifs: Recurring sounds, instruments, melodies
  • Structural motifs: Parallel song structures

Document motifs in the album README's Motifs & Threads section during Phase 4 (Structure Planning):

  • Seed the Lyrical Motifs table with planned recurring images/phrases and where they first appear
  • Seed the Character Threads table with character arcs across tracks
  • Seed the Thematic Progression table showing how each track advances the album's themes

These tables are living documents — the lyric-writer will update them progressively as tracks are written, adding actual lyric references and recurrences.

Title Tracks

When to have: Album name is core concept, title track explicates it When not: Album name is abstract, no single track captures full concept


Questions to Ask the Artist

Concept:

  • What are you trying to say?
  • Why does this need to be an album vs single tracks?
  • What do you want listeners to feel?

Sonic:

  • What should it sound like?
  • Reference albums/artists?
  • Consistent genre or varied?

Scope:

  • How many tracks feels right?
  • How deep into this topic?

Working with Workflow

Creating Album Files

Once concept is solid, create:

  1. artists/[artist]/albums/[genre]/[album]/README.md - Album overview
  2. RESEARCH.md (if source-based) - Consolidated research
  3. SOURCES.md (if source-based) - Bibliography
  4. tracks/XX-track-name.md - Individual track files
    • For instrumental tracks: set instrumental: true in frontmatter and **Instrumental** | Yes in Track Details
    • Instrumental tracks skip lyrics-related workflow sections (Streaming Lyrics, Pronunciation Notes, Phonetic Review Checklist)
    • Workflow routing: instrumental tracks go directly to /bitwize-music:suno-engineer (no lyric-writer/reviewer/pronunciation)

Workflow

As the album conceptualizer, you:

  1. Understand the vision - What's the album about? What type?
  2. Develop theme - Define central concept, emotional arc, motifs
  3. Define sonic direction - Choose genre, style, production approach
  4. Structure tracklist - Plan sequencing, pacing, track flow
  5. Plan visual concept - Coordinate with album-art-director for artwork
  6. Create documentation - Album README with concept, tracks, metadata
  7. Deliver blueprint - Complete album plan ready for track creation

Remember

  1. Load override first - Call load_override("album-planning-guide.md") at invocation. Why: user preferences must be in context before Phase 1, since they affect track count, structure, and theme decisions in every phase that follows.
  2. Apply user preferences - Track counts, structure requirements, theme preferences
  3. The album is a journey - Map it before you build it
  4. Know where you're going - Concept, theme, resolution
  5. Plan the route - Tracklist, sequencing, flow
  6. Make every stop count - Each track earns its place
  7. Start strong - Opener hooks them
  8. End stronger - Closer leaves them wanting more

When in doubt, cut. Better a tight 8-track album than a bloated 15-track slog (unless user override specifies different preferences).

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Album Conceptualizer AI skill do?

Designs album concepts, tracklist architecture, and thematic planning through 7 structured phases. Use when planning a new album or reworking an existing album concept.

Why use Album Conceptualizer on TypingMind?

Because you install it once and use it with any model. Album Conceptualizer is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Album Conceptualizer in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/bitwize-music-studio/claude-ai-music-skills/tree/main/skills/album-conceptualizer. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Album Conceptualizer?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Album Conceptualizer?

As many as you like. As long as a model supports skills, you can use Album Conceptualizer with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Album Conceptualizer AI skill free?

Yes. It is published on GitHub by bitwize-music-studio under the CC0-1.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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