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vapi

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

62

Quality

74%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./skills/vapi/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 executable CLI commands at every step and a clear connect-then-act workflow with polling checkpoints. Its main weaknesses are minor verbosity in the prose framing and implicit rather than explicit validation gates, plus no use of separate reference files for the longer state-handling material.

DimensionReasoningScore

Conciseness

The body is mostly efficient with executable command blocks, but contains a few softening sentences ('so you can focus on the integration logic rather than auth plumbing', 'This is the fastest way to get a connection...') that could be trimmed; it is efficient with minor instances of over-explanation rather than fully lean.

4 / 5

Actionability

It provides copy-paste-ready, executable commands for every step (install, login, connection ensure/get with --wait, action list/run, proxy with a full flag table) plus concrete parameter examples, covering the common cases fully.

5 / 5

Workflow Clarity

There is a clear sequence (install → login → connection ensure → poll until READY → search/run actions) with state-based checkpoints and an error-recovery feedback loop (poll again after the user acts); it falls short of 5 because some checkpoints are implicit rather than framed as explicit validate-then-proceed gates.

4 / 5

Progressive Disclosure

Content is well-organized under clear headings with no nested (2+ level) references and no bundle files to mismanage; it is self-contained and navigable, though all material lives inline in one ~140-line file rather than being split, which keeps it at 'good structure, minor organization gaps' rather than 5.

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 has an explicit 'Use when...' trigger and a clear brand niche, but its action vocabulary is generic ('manage data, records') and it omits the natural terms (calls, recordings, contacts) users would actually say. It is solid but could be sharpened with Vapi-specific verbs and trigger synonyms.

Suggestions

Replace generic verbs with Vapi-specific actions, e.g. 'Search and retrieve calls, transcripts, contacts, and conversations; automate call workflows.'

Add natural trigger synonyms users would say, e.g. 'Use when the user mentions call recordings, transcripts, contacts, or Vapi data.'

Tie the 'when' clause to concrete user intents (coaching reps, tracking call metrics) rather than the abstract 'interact with Vapi data'.

DimensionReasoningScore

Specificity

It names the domain and a couple of actions ('Manage data, records, and automate workflows') but the actions are generic ('data, records') rather than concrete Vapi-specific operations, so it sits at '1-2 concrete actions, not comprehensive' rather than the more comprehensive level 4-5.

3 / 5

Completeness

Both 'what' ('Manage data, records, and automate workflows') and 'when' ('Use when the user wants to interact with Vapi data') are present, with an explicit trigger clause; the 'what' is somewhat vague so it does not reach the fully concrete level 5.

4 / 5

Trigger Term Quality

It includes the brand name 'Vapi' and 'interact with Vapi data', giving some relevant keywords, but it misses the natural phrases users would actually say (calls, recordings, contacts, conversations), so it lacks common synonyms and sits at 'some relevant keywords but missing common variations'.

3 / 5

Distinctiveness Conflict Risk

The brand-specific 'Vapi integration' framing gives it 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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