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amazon-polly

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

57

Quality

66%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./skills/amazon-polly/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

75%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 body is a highly actionable, well-structured Membrane CLI integration guide with executable commands and clear connection-state checkpoints. Its main weakness is a brief introductory paragraph that over-explains Amazon Polly itself.

DimensionReasoningScore

Conciseness

The guide is mostly efficient with concrete commands, but the opening paragraph explaining what Amazon Polly is ('a cloud-based service that turns text into lifelike speech…') covers concepts Claude already knows and could be trimmed.

3 / 5

Actionability

It provides copy-paste-ready, executable commands for every stage — install, login, connection ensure, action list/run, and proxy requests — with clear flag tables covering the common cases.

5 / 5

Workflow Clarity

The connect→search→run sequence is clear with explicit state polling and checkpoints (READY/BUILDING/CLIENT_ACTION_REQUIRED), though the narrative 'Step 2' references lack a fully numbered step structure.

4 / 5

Progressive Disclosure

No bundle files exist; the single SKILL.md is well-organized into clearly labeled sections (Install, Auth, Connecting, Actions, Proxy, Best practices) with no nested references, which is appropriate for a self-contained guide.

4 / 5

Total

16

/

20

Passed

Description

57%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 identifies the Amazon Polly niche and includes an explicit use-when clause, but its action list is generic rather than reflecting Polly's actual capabilities. Tightening the verbs to concrete Polly operations would lift specificity and trigger quality.

Suggestions

Replace 'Manage data, records, and automate workflows' with concrete Polly actions such as 'synthesize speech from text, list and describe available voices'.

Add natural user phrasings and synonyms like 'text-to-speech', 'TTS', or 'voices' to improve trigger-term coverage.

Make the 'when' clause more specific, e.g. 'Use when the user wants to generate speech audio, list voices, or work with Amazon Polly'.

DimensionReasoningScore

Specificity

The description names the domain (Amazon Polly) but the actions — 'Manage data, records, and automate workflows' — are generic and not concrete Polly-specific actions like synthesizing speech or listing voices.

2 / 5

Completeness

Both a 'what' (Amazon Polly integration, managing data/records/workflows) and an explicit 'when' ('Use when the user wants to interact with Amazon Polly data') are present, though the 'when' could be more specific.

4 / 5

Trigger Term Quality

It repeats 'Amazon Polly' and 'Amazon Polly data' but offers few natural synonyms or variations a user might say, missing common phrasings like 'text-to-speech' or 'voices'.

3 / 5

Distinctiveness Conflict Risk

'Amazon Polly' carves a clear niche with distinct triggers and minimal overlap risk, though the generic action verbs slightly weaken its distinctiveness.

4 / 5

Total

13

/

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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