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sentiance

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

58

Quality

68%

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/sentiance/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 content is well-structured and actionable with a clear, checkpointed connection workflow and concrete CLI commands throughout; the main gaps are minor padding, unsubstituted placeholders, and inline reference material that could be externalized.

DimensionReasoningScore

Conciseness

The body is mostly efficient with concrete CLI commands and a tight flag table, but the opening Sentiance background paragraph and the repeated action-list command are minor padding that could be trimmed; this fits the score-4 anchor of efficient with minor over-explanation rather than the fully lean score-5.

4 / 5

Actionability

It provides concrete, executable commands (install, login, connection ensure, action run, proxy) with a flag table, fitting the score-4 anchor of mostly executable guidance with minor gaps; it is not a 5 because placeholders like CONNECTION_ID and <actionId> are unsubstituted and no end-to-end worked example is given.

4 / 5

Workflow Clarity

The install → authenticate → connect → poll-for-ready → handle clientAction states → search → run sequence is clearly ordered with state-based checkpoints (READY/CLIENT_ACTION_REQUIRED/CONFIGURATION_ERROR) and a re-poll feedback loop, matching score-4; it is not a 5 because there is no explicit validation before destructive proxy/action calls (POST/PUT/DELETE).

4 / 5

Progressive Disclosure

The single file is well-organized into clearly headed sections with no nested references, and no bundle files exist to misroute; it sits at 4 rather than 5 because detailed reference material (clientAction field structure, full proxy flag table) is inlined rather than split into a reference file.

4 / 5

Total

16

/

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 explicitly answers both what and when and is highly distinctive thanks to the unique Sentiance trigger, but its action language is generic and keyword coverage is thin beyond the platform name.

Suggestions

Replace generic verbs with concrete capabilities, e.g. "Retrieve Sentiance timelines, trips, visits, and events; manage user segments and groups. Use when the user wants to query Sentiance sensor or mobility data."

Add natural trigger synonyms users might say ("Sentiance data", "Sentiance API", "mobility/sensor insights") so the skill surfaces for phrasings beyond the bare platform name.

Tighten "Manage data, records, and automate workflows" into 2-3 specific actions that mirror the entity list in the body (Timeline, Trip, Visit, Event).

DimensionReasoningScore

Specificity

"Manage data, records, and automate workflows" names the Sentiance domain but the actions are generic rather than concrete, matching the score-2 anchor of naming a domain with minimal/generic actions; it does not reach 3 because no genuinely concrete capability (e.g. retrieve timeline events, fetch trips) is stated.

2 / 5

Completeness

It has an explicit "Use when the user wants to interact with Sentiance data" clause and a stated what ("Manage data, records, and automate workflows"), satisfying both what and when; it stays at 4 rather than 5 because the "what" side is generic and lacks concrete trigger phrases beyond the platform name.

4 / 5

Trigger Term Quality

"Sentiance" and "interact with Sentiance data" are relevant keywords a user would say, but there are no variations or synonyms, fitting the score-3 anchor of some relevant keywords missing common variations; it is not a 4 because keyword coverage is limited to the bare platform name.

3 / 5

Distinctiveness Conflict Risk

"Sentiance" is a unique proper-noun niche trigger, so the description is clearly distinguishable with minimal conflict risk against other skills, matching the score-5 anchor of a clear niche with distinct triggers.

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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