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whatconverts

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

56

Quality

64%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./skills/whatconverts/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 body is well-structured and highly actionable with concrete Membrane CLI commands and a clear connection-readiness feedback loop, though it carries minor filler and could tighten a few redundant sections.

Suggestions

Remove filler such as "Use action names and parameters as needed." and de-duplicate the discovery command repeated under "Popular actions".

Under "Popular actions", list a few concrete example actions (e.g. list leads, get lead details) instead of only the discovery command.

Consider splitting the proxy flags table and detailed connection-state handling into a reference file and linking to it, which would let the overview stay lean.

DimensionReasoningScore

Conciseness

The body is mostly efficient with tight code blocks, but filler lines ("Use action names and parameters as needed.") and a redundant discovery command under "Popular actions" could be trimmed, so it sits at mostly-efficient rather than lean.

3 / 5

Actionability

It provides concrete, copy-paste-ready commands (login, connection ensure/get, action run, request with a full flags table); minor gaps (no actual popular actions listed, placeholder --intent "QUERY") keep it just below fully-executable score 5.

4 / 5

Workflow Clarity

There is a clear install→authenticate→connect→search→run→proxy sequence with state-based branching and a poll→act→re-poll feedback loop, but it is organized topically rather than as a single numbered checklist, fitting score 4.

4 / 5

Progressive Disclosure

No bundle files exist; content is a single well-organized file with clear headers and logical sections, good structure with minor organization gaps rather than the one-level-deep reference split of score 5.

4 / 5

Total

15

/

20

Passed

Description

61%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 covers both what the skill does and when to use it with a product-specific trigger, but its action language is generic and it omits the natural terms (leads, call tracking, conversions) a user would actually say.

Suggestions

Replace generic verbs with concrete WhatConverts actions, e.g. "track leads, manage campaigns, pull call-tracking reports, and automate lead workflows".

Add natural trigger terms users say, such as "Use when the user wants to track leads, review call conversions, or manage WhatConverts leads and reporting."

DimensionReasoningScore

Specificity

"Manage data, records, and automate workflows" names the WhatConverts domain but the actions are generic rather than concrete (cf. "extract/fill/merge"), matching the anchor for minimal or generic actions rather than the 1-2 concrete actions of score 3.

2 / 5

Completeness

Both "what" (WhatConverts integration; manage data/records; automate workflows) and an explicit "Use when..." "when" clause are present, but the trigger is generic so it stops short of the concrete-trigger score 5.

4 / 5

Trigger Term Quality

"WhatConverts" and "interact with WhatConverts data" give one relevant specific keyword, but common natural phrases users would say (leads, call tracking, conversions) are missing, fitting score 3 over the sparse score 2.

3 / 5

Distinctiveness Conflict Risk

It names a specific product (WhatConverts) with a distinct trigger and minimal overlap with other skills, matching the clear-niche anchor.

5 / 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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