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smartling

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

57

Quality

66%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./skills/smartling/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 highly actionable with concrete CLI commands and a well-sequenced, validated connection workflow. Its main weakness is conciseness, due to a marketing-style intro and some explanatory fluff that assumes too little of Claude.

Suggestions

Trim the opening paragraph describing what Smartling is; Claude already knows, so lead directly with the integration setup.

Add a brief verification step before running actions or proxy requests that modify Smartling data, e.g. confirming the target project/file with the user first.

Cut filler phrases such as 'so you can focus on the integration logic rather than auth plumbing' to tighten token efficiency.

DimensionReasoningScore

Conciseness

The body is mostly efficient commands, but the opening marketing paragraph about what Smartling is and phrases like 'so you can focus on the integration logic rather than auth plumbing' are padding Claude does not need.

3 / 5

Actionability

It provides concrete, copy-paste-ready commands for install, login, connection setup, action discovery, action runs, and proxy requests, plus a flags table covering the common cases.

5 / 5

Workflow Clarity

The connection workflow is clearly sequenced with polling, state checks, and an error-recovery feedback loop; the minor gap is the absence of verification before running actions or proxy requests that touch real Smartling data.

4 / 5

Progressive Disclosure

No bundle files are present, but the single self-contained body is organized into well-labeled sections (install, auth, connecting, searching, running, proxy, best practices) making it easy to navigate.

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 Smartling niche and includes an explicit 'Use when' trigger, but its action list is generic rather than reflecting Smartling's actual translation-management capabilities. Tightening the 'what' with concrete Smartling actions would lift specificity and trigger quality.

Suggestions

Replace generic actions with concrete Smartling capabilities, e.g. 'Manage translation projects, files, and strings; automate localization workflows'.

Add concrete trigger phrases users would say, such as 'Use when the user wants to translate content, manage localization projects, or work with Smartling strings and files'.

Mention the translation/localization domain explicitly so the skill triggers on those terms rather than only on the product name.

DimensionReasoningScore

Specificity

The description names the Smartling domain but the actions ('Manage data, records, and automate workflows') are generic and omit concrete Smartling-specific capabilities like translation projects, files, or strings.

2 / 5

Completeness

It states both what the skill does and an explicit 'Use when the user wants to interact with Smartling data' trigger, though the 'when' could be more specific with concrete trigger phrases.

4 / 5

Trigger Term Quality

'Smartling' and 'interact with Smartling data' provide a relevant natural trigger, but there are no synonyms or common variations to broaden keyword coverage.

3 / 5

Distinctiveness Conflict Risk

'Smartling' is a distinct named product giving it a clear niche with minimal conflict risk, though the generic 'manage data, records' phrasing creates minor overlap with other data skills.

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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