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lightspeed-ecom

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

64

Quality

78%

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SecuritybySnyk

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tessl review fix ./skills/lightspeed-ecom/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

82%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 copy-paste commands and a well-structured connection workflow that includes feedback loops. The main gaps are an unnecessary introductory explanation of what the platform is and the absence of validation checkpoints around running potentially destructive actions.

Suggestions

Trim the opening "Lightspeed eCom is an e-commerce platform that enables businesses..." paragraph; Claude does not need a description of what the platform is.

Add a validation/verification step around running actions that modify data (e.g. confirm the action's inputSchema, run against a test connection, or check the output field for errors) to lift workflow clarity.

Consider moving the proxy flag table and detailed clientAction state handling into a referenced file (e.g. CONNECTIONS.md) to keep SKILL.md a lean overview.

DimensionReasoningScore

Conciseness

The body is command-driven and lean ("npm install -g @membranehq/cli@latest", "membrane connection ensure ... --json"), but opens with over-explanation Claude does not need ("Lightspeed eCom is an e-commerce platform that enables businesses to create and manage online stores...") plus minor marketing prose ("so you can focus on the integration logic rather than auth plumbing"); matches score 4 (efficient, minor trimmable instances) rather than 5 (every token earns its place) due to that intro paragraph.

4 / 5

Actionability

Provides fully executable, copy-paste-ready commands for every stage (install, login, connection ensure, connection get --wait, action list, action run, request) with a flag table and JSON-input example; matches the score-5 anchor (fully executable, covers common cases) rather than 4 because examples span the common cases with real flags.

5 / 5

Workflow Clarity

The connection workflow is clearly sequenced with explicit state checkpoints and a feedback loop (poll until READY, handle CLIENT_ACTION_REQUIRED, re-poll after user action), matching score 4; not 5 because action execution against potentially destructive e-commerce data (orders, customers) lacks explicit validation/verification steps, which the rubric flags as a gap.

4 / 5

Progressive Disclosure

The single-file body is well-organized with clear section headers (Overview, Working with, Install, Authentication, Connecting, Searching, Popular actions, Proxy requests, Best practices) and no nested references; matches score 4 (good structure, minor organization gaps) rather than 5 because at ~150 lines some content (full proxy flag table, detailed clientAction handling) could live in a separate reference file.

4 / 5

Total

17

/

20

Passed

Description

73%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 answers both what and when with an explicit trigger tied to a distinctive platform, keeping conflict risk low. The main weakness is generic action verbs ("manage data, records, automate workflows") that lack concrete capability specifics.

Suggestions

Replace generic verbs with concrete capabilities, e.g. "Create and update products, orders, customers, and inventory; search and run actions against Lightspeed eCom data."

Add a few natural trigger synonyms/variations such as "Lightspeed eCom store", "Lightspeed orders", or "Lightspeed catalog" to broaden trigger coverage.

Consider listing the headline data types from the body (Orders, Customers, Products, Categories) directly in the description to raise specificity.

DimensionReasoningScore

Specificity

Quotes "Manage data, records, and automate workflows" name the Lightspeed eCom domain with two-to-three actions, but the actions ("manage data, records") are generic rather than concrete; matches the score-3 anchor (names domain and 1-2 actions, not comprehensive) rather than score 2 (minimal/generic) because multiple actions are listed, and short of score 4 (several specific actions) since none are concrete.

3 / 5

Completeness

Has an explicit "what" ("Lightspeed eCom integration. Manage data, records, and automate workflows.") and an explicit "when" ("Use when the user wants to interact with Lightspeed eCom data"), matching score 4; not score 5 because the "what" is generic and the "when" trigger is narrow.

4 / 5

Trigger Term Quality

"Use when the user wants to interact with Lightspeed eCom data" surfaces the natural product keyword a user would say ("Lightspeed eCom") with good coverage; sits at score 4 (good keyword coverage, a few natural terms missing) rather than 5 because it lacks synonyms or variations beyond the product name.

4 / 5

Distinctiveness Conflict Risk

"Lightspeed eCom" names a specific platform with a clear niche and distinct triggers, so conflict risk with other skills is minimal; matches the score-5 anchor (clear niche, distinct triggers, minimal conflict) rather than 4 (minor overlap with closely related skills).

5 / 5

Total

16

/

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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