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carapi

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

62

Quality

74%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

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tessl review fix ./skills/carapi/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 content is highly actionable with executable Membrane CLI commands and a clear connection-state feedback loop, organized into clean sections. Its main weaknesses are mild verbosity in the intro, an undefined 'Step 2' reference, and no validation checkpoint before destructive proxy operations.

Suggestions

Define the referenced 'Step 2' (e.g. searching/running actions) explicitly or renumber the steps to remove the dangling reference.

Add an explicit validation/confirmation checkpoint before destructive proxy requests (e.g. '-X DELETE') to satisfy the destructive-operation workflow cap.

Trim the introductory paragraph ('Think of it as a comprehensive database…') and the agent-types aside to tighten token efficiency.

DimensionReasoningScore

Conciseness

Mostly efficient with copy-paste commands and minimal padding, but contains minor over-explanation such as 'Think of it as a comprehensive database for all things cars' and the verbose agent-types list.

4 / 5

Actionability

Fully executable, copy-paste-ready commands throughout (membrane login, connection ensure, action list/run, request) with clear flags and JSON examples covering the common cases.

5 / 5

Workflow Clarity

Clear sequence with explicit validation checkpoints and a feedback loop (poll connection state, handle READY/CLIENT_ACTION_REQUIRED/CONFIGURATION_ERROR, re-poll), but references an undefined 'Step 2' and the destructive proxy path (DELETE) lacks explicit pre-validation.

4 / 5

Progressive Disclosure

Well-organized single-file structure with clear sections (Overview, Install, Auth, Connecting, Searching, Proxy, Best practices) and no bundle files referenced; minor gaps only because the single file is moderately long with no split-out of detailed reference material.

4 / 5

Total

17

/

20

Passed

Description

66%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 clearly identifies the CarAPI niche and includes an explicit 'Use when' trigger, but its capability list is generic ('manage data, records, automate workflows') and the trigger phrasing is narrow. Strengthening the action list with concrete verbs and broader trigger terms would raise it.

Suggestions

Replace generic verbs ('Manage data, records') with concrete CarAPI actions such as 'query vehicle specs, pricing, and availability' or 'search vehicle records'.

Broaden the trigger clause to include natural phrases users would say, e.g. 'Use when the user wants to look up vehicle specs, pricing, or inventory via CarAPI.'

Add file-format or domain synonyms (e.g. vehicle data, car specs, VIN lookups) to improve trigger-term coverage.

DimensionReasoningScore

Specificity

Names the CarAPI domain and lists a few actions ('Manage data, records, and automate workflows'), but the actions are generic rather than concrete, fitting the 'names domain and 1-2 concrete actions but not comprehensive' anchor.

3 / 5

Completeness

Explicitly states both what ('Manage data, records, and automate workflows') and when ('Use when the user wants to interact with CarAPI data'), but the 'when' could be more specific with concrete trigger phrases.

4 / 5

Trigger Term Quality

Includes the relevant keyword 'CarAPI' / 'CarAPI data' in the trigger clause, but misses common variations or synonyms users might say, matching 'some relevant keywords but missing common variations'.

3 / 5

Distinctiveness Conflict Risk

CarAPI is a specific named product giving a clear niche with distinct triggers and minimal conflict risk with other skills.

5 / 5

Total

15

/

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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