ai-music-album

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

Quality

53%

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Securityby

Passed

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

Quality

Content

47%Weight 40%Scale 1-5

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

This is a concise catalogue/stub entry that advertises an upstream skill rather than containing the actual music-production workflow. It is well-structured but offers minimal actionable guidance and no real sequenced workflow, since the substantive content is off-site.

Suggestions

Replace the `open <url>` hint with concrete install steps (e.g. the exact clone command and target skills-directory path) so the agent can act without browsing a README.

In-line a minimal version of the core workflow (concept → lyrics → sequencing → export) so the skill is useful even before the upstream bundle is installed.

Remove the verbatim repetition of the frontmatter description in 'What it does' or make that section add information not already in the frontmatter.

Dimension	Reasoning	Score
Conciseness	The body is lean at roughly 25 lines and avoids explaining concepts Claude already knows, but it repeats the frontmatter description verbatim in 'What it does' and includes light explanatory phrasing about the catalogue concept that could be trimmed.	4 / 5
Actionability	The only concrete command is `open https://github.com/...`, which merely opens a browser, and the instruction to 'install the upstream bundle into your active agent's skills directory' gives no executable install steps — high-level hints without the specifics to actually run the workflow.	2 / 5
Workflow Clarity	A rough sequence exists (install upstream bundle, then ask the agent to invoke), but the install steps are undefined and there are no checkpoints or validation, leaving many gaps in the sequence.	2 / 5
Progressive Disclosure	The body is well-organized into clear sections (What it does, Source, How to use) and the only reference is a clearly signaled one-level external GitHub URL, though the actual detail lives off-site rather than in local bundle files, keeping it below the 5 anchor.	4 / 5
	Total	12 / 20 Passed

Description

58%Weight 40%Scale 1-5

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 and well-targeted to a distinct niche, clearly stating what the skill does through named production stages. Its main weakness is the absence of an explicit 'Use when...' trigger clause, leaving the 'when' only weakly implied.

Suggestions

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

Broaden trigger terms with natural synonyms users actually say, such as 'songwriting', 'songs', 'beats', or 'mixing', to improve keyword coverage.

Replace the abstract 'concept' stage with a more concrete action verb to lift specificity toward the top anchor.

Dimension	Reasoning	Score
Specificity	The description names the domain and lists several concrete actions — 'concept, lyric drafting, track sequencing, and export' — giving broad coverage, though 'concept' is somewhat abstract, so it sits just below the comprehensive 5 anchor.	4 / 5
Completeness	The 'what' is clear (full-lifecycle album production with named stages), but the 'when' is only weakly implied via 'Useful for indie album experiments and brand soundtracks' — there is no explicit 'Use when...' clause, which caps completeness at 3 per the guidelines.	3 / 5
Trigger Term Quality	It embeds relevant natural terms ('AI music album', 'lyric drafting', 'brand soundtracks') but misses common variations and synonyms (e.g. 'songwriting', 'beats', 'songs'), and the terms appear in prose rather than as explicit trigger phrases.	3 / 5
Distinctiveness Conflict Risk	'AI music album production' is a clear, distinct niche with minimal conflict risk, though it could marginally overlap with broader audio or general music skills, keeping it just below the 5 anchor.	4 / 5
	Total	14 / 20 Passed

Validation

93%

Warnings & errors only

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

Validation — 15 / 16 Passed

Validation for skill structure

Criteria	Description	Result
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	15 / 16 Passed

Repository: nexu-io/open-design
Path: skills/ai-music-album/SKILL.md
Commit: 1a7a23d

Reviewed: about 6 hours ago

Table of Contents

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