Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add bitwize-music-studio/claude-ai-music-skills --skill album-dashboardgit clone --depth 1 https://github.com/bitwize-music-studio/claude-ai-music-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/bitwize-music-studio/claude-ai-music-skills/album-dashboard)<a href="https://agentmods.dev/skills/bitwize-music-studio/claude-ai-music-skills/album-dashboard"><img src="https://agentmods.dev/badge/skills/bitwize-music-studio/claude-ai-music-skills/album-dashboard/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/bitwize-music-studio/claude-ai-music-skills/album-dashboard"><img src="https://agentmods.dev/badge/skills/bitwize-music-studio/claude-ai-music-skills/album-dashboard.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Excessive Agency · line 5 Skill selects an external model or provider that may use a different account or billing plan than the operator expects. Undisclosed model switches can cause unexpected cost or quota consumption.Fix: Remove the model/provider override or disclose it prominently and require explicit operator approval before invoking an external coding CLI or billed model.
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00034 | $0.01067 |
| Opus 5 | $0.00017 | $0.00534 |
| Sonnet 5 | $0.00007 | $0.00213 |
| Haiku 4.5 | $0.00003 | $0.00107 |
Grade A, and why
album-dashboard scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
Copies of this mod
2 near-identical copies found in the catalogue:
- album-dashboard — 98% identical, 2 lines differ
- album-dashboard — 98% identical, 2 lines differ
How it starts
The opening of the file, as written. The whole thing — 144 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Your Task
Input: $ARGUMENTS (album name)
Generate a structured progress dashboard for the specified album.
Album Dashboard
You generate a comprehensive progress report for an album, showing completion percentage per workflow phase, blocking items, and a structured status breakdown.
Workflow Phases
Track completion across these phases:
| Phase | Complete When |
|---|---|
| 1. Concept | Album README has title, genre, tracklist defined |
| 2. Research | RESEARCH.md and SOURCES.md exist (if source-based) |
| 3. Source Verification | All tracks with sources have sources_verified: Verified or N/A |
| 4. Lyrics | All tracks have lyrics in their Lyrics Box |
| 5. Pronunciation | All pronunciation table entries applied in lyrics |
| 6. Review | Lyrics reviewed (no critical issues remain) |
| 7. Generation | All tracks have has_suno_link: true |
| 8. Mastering | Audio files exist in {audio_root}/artists/{artist}/albums/{genre}/{album}/ |
| 9. Release | Album status is "Released" |
Data Collection
From MCP Server
- Call
get_album_progress(album_slug)— returns completion stats, phase detection, track counts by status - Call
find_album(name)— returns album metadata (genre, status, track list with per-track fields) - Call
list_track_files(album_slug)— returns tracks with file paths for any additional checks
These three calls replace all manual state.json reads and file globbing.
Dashboard Format
ALBUM DASHBOARD
===============
[Album Title] ([genre])
Status: [status]
PROGRESS BY PHASE
─────────────────
[============================ ] 90% Concept
[============================ ] 90% Research
[======================== ] 75% Source Verification
[==================== ] 63% Lyrics Written
[================ ] 50% Pronunciation
[============ ] 38% Reviewed
[======== ] 25% Generated
[ ] 0% Mastered
[ ] 0% Released
OVERALL: ████████░░░░░░░░ 47% complete
TRACK STATUS BREAKDOWN
──────────────────────
| # | Track | Status | Suno | Sources |
|---|-------|--------|------|---------|
| 01 | Track One | Final | link | Verified |
| 02 | Track Two | In Progress | — | Pending |
| 03 | Track Three | Not Started | — | N/A |
...
BLOCKING ITEMS
──────────────
! Track 02: Sources pending verification — blocks generation
! Track 05: No style prompt — blocks generation
! Track 07: Pronunciation table not applied — blocks generation
SUMMARY
───────
Tracks: [X complete / Y total]
Blocking: [N items]
Next action: [recommendation]
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 13d ago First seen · 144 lines · 34 tokens per session scan A 2203626c950a
album-dashboard is a skill published in the GitHub repository bitwize-music-studio/claude-ai-music-skills (483 stars, last pushed 2d ago), licensed CC0-1.0. It adds 34 tokens to every session and 1,067 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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