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piano

Piano integration. Manage data, records, and automate workflows. Use when the user wants to interact with Piano data.

56

Quality

65%

Does it follow best practices?

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SecuritybySnyk

Passed

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tessl review fix ./skills/piano/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

67%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.

The integration guidance is concrete and the connection workflow has good state-checkpointing, but the document is undermined by an unrelated, inaccurate musical-piano intro and overview that pad the content and confuse the skill's true purpose. Tightening these would lift conciseness and organization notably.

Suggestions

Remove the musical-piano intro paragraph and 'Piano Overview' (Song/Arrangement/Lesson/Exercise/Sheet Music/Setting) — they describe a different product and pad the skill with wrong context.

Label the post-connection phase explicitly as 'Step 2' (or remove the 'Step 2' references) so the 'skip to Step 2' instructions resolve to a real heading.

Add a brief validation/verification step after running actions (e.g., inspect the `output` field and confirm the expected record changed) for destructive or batch operations.

DimensionReasoningScore

Conciseness

The Membrane CLI sections are mostly efficient, but the intro paragraph ('a virtual piano that allows users to play music...') and the 'Piano Overview' bullets (Song, Arrangement, Lesson...) are unnecessary padding that is also unrelated to the actual Piano platform integration.

3 / 5

Actionability

It provides copy-paste-ready commands (login, connection ensure, action list/run, request) plus a flag table; not a 5 because details like obtaining the specific actionId and post-run result handling have minor gaps.

4 / 5

Workflow Clarity

The connection flow is well sequenced with an explicit state feedback loop (READY / BUILDING poll / CLIENT_ACTION_REQUIRED / error), but the repeatedly referenced 'Step 2' is never labeled and there is no validation after running actions.

4 / 5

Progressive Disclosure

Sections are well-organized with clear headers and the skill needs no bundle files, but the inlined irrelevant musical-piano content is an organization gap that keeps it below 5.

4 / 5

Total

15

/

20

Passed

Description

62%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 correctly answers both what and when with a clear third-person 'Use when' trigger, but its action list is generic and its trigger vocabulary is thin. It is competent but not crisp enough to score at the top of the scale.

Suggestions

Replace generic verbs ('Manage data, records, and automate workflows') with concrete Piano-platform actions (e.g., 'Create and update records, query subscriber data, trigger automation workflows').

Broaden trigger terms with synonyms a user might say (e.g., 'subscribers', 'Piano records', 'Piano workflows', 'piano.io').

Disambiguate from the musical instrument by signaling the platform (e.g., 'Piano (piano.io) subscription/commerce platform').

DimensionReasoningScore

Specificity

Names the Piano domain and a few actions ('Manage data, records, and automate workflows'), but the actions are generic rather than concrete like extracting or filling, so it lands at 'domain + 1-2 actions, not comprehensive' rather than 4.

3 / 5

Completeness

It has both a 'what' ('Manage data, records, and automate workflows') and an explicit 'when' ('Use when the user wants to interact with Piano data'); not a 5 because the 'what' is vague rather than concrete.

4 / 5

Trigger Term Quality

The natural trigger phrases are essentially 'Piano' and 'interact with Piano data' — relevant but with no synonyms or variations, matching 'some relevant keywords but missing common variations'.

3 / 5

Distinctiveness Conflict Risk

'Piano integration' tied to data/records/workflows signals a distinct platform niche, but the word 'Piano' overlaps with musical-instrument skills, giving minor conflict risk rather than minimal.

4 / 5

Total

14

/

20

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
membranedev/application-skills
Reviewed

Table of Contents

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