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ai-music-album

Full-lifecycle AI music album production — concept, lyric drafting, track sequencing, and export. Useful for indie album experiments and brand soundtracks.

41

Quality

41%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

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tessl review fix ./skills/ai-music-album/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

22%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body functions as a catalogue pointer to an upstream bundle rather than a self-contained skill: it is lean but largely non-actionable, with no concrete workflow or validation steps for album production. Progressive disclosure is mediocre because all substantive content is deferred to an external repository.

Suggestions

Provide at least one concrete, executable step for the core task (e.g. an install command and a sample invocation) instead of only opening the upstream URL.

Outline a minimal sequenced workflow for album production (concept → lyrics → sequencing → export) with a verification checkpoint on the exported output.

Either inline a short quick-start excerpt from the upstream bundle or ship local reference files so the skill is usable without an external round-trip.

DimensionReasoningScore

Conciseness

The body is short and avoids explaining concepts Claude already knows, but it restates the frontmatter description verbatim in "What it does", which is redundant and could be tightened.

2 / 3

Actionability

The only executable guidance is `open https://github.com/...`; the actual album-production workflow is deferred to the upstream bundle with no concrete commands, so it describes rather than instructs.

1 / 3

Workflow Clarity

There is no sequenced workflow for album production and no validation checkpoints; the body only redirects to the upstream README, so steps for the skill's actual task are effectively missing.

1 / 3

Progressive Disclosure

Sections are cleanly organized (What it does / Source / How to use) and the upstream pointer is a single-level redirect, but no local bundle files exist and all detail lives in an external URL rather than disclosed bundled references.

2 / 3

Total

6

/

12

Passed

Description

60%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description is specific about capabilities but lacks an explicit "Use when..." trigger clause and has only partial coverage of natural trigger terms, capping completeness and trigger quality at 2. It is reasonably distinct but carries some overlap risk with general writing skills.

Suggestions

Add an explicit "Use when..." clause naming concrete triggering situations (e.g. "Use when the user wants to produce an AI-generated music album, draft lyrics, or sequence tracks").

Broaden trigger-term coverage with natural user phrasings such as "write songs", "make an album", or "AI song generation".

Sharpen distinctiveness by framing triggers around album-level production rather than generic lyric writing to reduce overlap with creative-writing skills.

DimensionReasoningScore

Specificity

The description names multiple concrete actions — "concept, lyric drafting, track sequencing, and export" — matching the anchor for listing several specific concrete actions.

3 / 3

Completeness

It states what the skill does, but the only "when" guidance is "Useful for indie album experiments and brand soundtracks", which names an audience rather than providing an explicit "Use when..." trigger clause, so completeness is capped at 2 per the rubric guideline.

2 / 3

Trigger Term Quality

Terms like "AI music album production", "lyric drafting", and "track sequencing" appear, but the description text itself has only partial coverage of natural user phrasings (e.g. it omits common variations like "write songs", "make an album") rather than full coverage.

2 / 3

Distinctiveness Conflict Risk

The "AI music album production" niche is fairly distinct, but the "lyric writing" / lyric-drafting trigger could overlap with general creative-writing skills, so it is only somewhat specific rather than clearly conflict-free.

2 / 3

Total

9

/

12

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
nexu-io/open-design
Reviewed

Table of Contents

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