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Agent skill · Audited from source

Album Conceptualizer

skill · bitwize-music-studio/claude-ai-music-skillsCC0-1.0 licenceAudited 28 Oct 2026 · source 3e049bfcc994

★ 601pushed today
!CAUTIONGrade B · 89/100 · 1 finding · 3e049bf
601repo stars · whole bitwize-music-studio/claude-ai-music-skills

Is it safe? With care — CAUTION, grade B (89/100). We read this skill's source at commit 3e049bfcc994 and found no filesystem, network or shell access and no hard-coded secrets. The audit raised 1 finding, 0 critical or high. What it does: Designs album concepts, tracklist architecture, and thematic planning through 7 structured phases. Use when planning a new album or reworking an existing album concept.

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Cite this page

ModelsAtlas. “Album Conceptualizer (bitwize-music-studio/claude-ai-music-skills)”. Retrieved 28 Oct 2026. https://modelsatlas.com/skills/bitwize-music-studio/album-conceptualizer

Trust audit

Audit 0.4.1 · source read 28 Oct 2026

Trust score89/100!CAUTION B
0 critical0 high1 medium0 low0 info

CAUTION means the audit found things worth knowing before you trust this skill. Grade B is shared by 16,667 of 17,602 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesWARN1
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (1)

MEDIUMPrompt injectionreview.instruction_override · SKILL.md
F-01 Prompt injectionCWE-94 · CWE-1427Layer L2
Call `load_override("album-planning-guide.md")` — returns override content if found (auto-resolves path from config).
Why
Instructs the agent to load and apply an external user-provided markdown file, allowing the user to override the package's built-in planning constraints.
Fix
rewrite it so the instruction says plainly what it does, and asks the user before it acts

Audit 0.4.1 · source sha 3e049bfcc994 · 28 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publisherbitwize-music-studio GitHub organizationOwner of the repository this skill is read from
  • Source folderbitwize-music-studio/claude-ai-music-skills/skills/album-conceptualizerThe exact folder we audited
  • LicenceCC0-1.0As the repository states it
  • Commit pinned for this verdict3e049bfcc994A new audit runs when the source changes
  • Repository statusNot archivedPushed today
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

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

---
name: album-conceptualizer
description: Designs album concepts, tracklist architecture, and thematic planning through 7 structured phases. Use when planning a new album or reworking an existing album concept.
argument-hint: <"plan album about [topic]" or album-path>
model: opus
effort: max
prerequisites:
  - new-album
allowed-tools:
  - Read
  - Edit
  - Write
  - Grep
  - Glob
  - bitwize-music-mcp
---

## 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-types.md](album-types.md)** - Detailed planning for each album category

---

# 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](album-types.md) for detailed planning approaches.

| Type | Definition | Key Questions |
|------|------------|---------------|
| **Documentary** | Real events, factual storytelling | Timeline, sources, angle |
| **Narrative** | Fictional story across tracks | Protagonist, conflict, arc |
| **Thematic** | United by theme, not plot | Sub-themes, emotional journey |
| **Character Study** | Deep dive into a person | Aspects, time periods, through-line |
| **Collection** | Standalone songs, loose connection | Unifying element, flow |
| **OST** | Music evoking a fictional media property's world and moments | Media 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 

Excerpt, first 6,000 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit 3e049bf

Download folder ↗
git clone https://github.com/bitwize-music-studio/claude-ai-music-skills
git -C claude-ai-music-skills checkout 3e049bfcc994

The author documents no install command, so this uses the repository directly. Our verdict covers commit 3e049bfcc994 only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. !CAUTION B 89 / 100

    first audit · source 3e049bfcc994

Similar skills

Questions about Album Conceptualizer

What does the Album Conceptualizer skill do?
Human + AI music production workflow for Suno - skills, templates, and tools
Is Album Conceptualizer safe to install?
With care. The audit graded it B (89/100) and found 1 thing worth knowing before you trust this skill, listed below with the exact line each was found on.
What can Album Conceptualizer access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (3e049bfcc994), read on 2026-10-28. The repository is watched, and a new audit runs when it changes — this is the first audit.

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