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trint

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

60

Quality

70%

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/trint/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 a strong, highly actionable integration guide with executable Membrane CLI commands and a well-sequenced, validated connection workflow. Its main weaknesses are a small amount of marketing preamble and the absence of result-verification guidance for run actions.

DimensionReasoningScore

Conciseness

The body is mostly lean executable commands, but the opening marketing paragraph ('Trint is an AI-powered transcription platform... used by journalists, marketers...') and filler lines like 'Use action names and parameters as needed.' are minor over-explanation that could be trimmed, matching 'efficient; minor instances of over-explanation'.

4 / 5

Actionability

Copy-paste-ready commands cover the common cases end-to-end (install, login, connection ensure/get, action list/run, request proxy) with a flags table and JSON examples, fitting 'fully executable; copy-paste ready code or commands; specific examples cover the common cases'.

5 / 5

Workflow Clarity

There is a clear sequence install→auth→connect→search→run→proxy, and the connection flow has explicit state validation and feedback loops (poll until READY, retry after CLIENT_ACTION_REQUIRED, error field on CONFIGURATION_ERROR); the action-execution step lacks explicit result verification, leaving a minor validation gap at anchor 4.

4 / 5

Progressive Disclosure

The single file is well-organized with clear section headers and no nested references, but at over 150 lines some content (detailed clientAction states, the proxy flags table) could be split into separate files, fitting 'good structure; most content appropriately placed; minor organization gaps'.

4 / 5

Total

17

/

20

Passed

Description

57%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 correctly anchors on the Trint brand and includes a Use-when clause, giving it solid completeness and distinctiveness. Its weakness is generic, non-concrete action language and thin trigger-term coverage that omits natural transcription-related synonyms.

Suggestions

Replace generic verbs with concrete Trint capabilities, e.g. 'Transcribe audio and video files, search and manage Trint records, generate stories and highlights.'

Expand trigger terms to natural phrases users say, such as 'transcribe audio', 'Trint transcription', 'video captions', or 'Trint files'.

Tighten the 'when' clause to specific scenarios, e.g. 'Use when the user wants to transcribe media or manage Trint transcripts, folders, and shared links.'

DimensionReasoningScore

Specificity

The description names the domain ('Trint integration') but its actions are generic boilerplate ('Manage data, records, and automate workflows') rather than concrete Trint capabilities like transcription or file management, matching the 'names the domain but actions are minimal or generic' anchor.

2 / 5

Completeness

Both 'what' ('Manage data, records, and automate workflows') and an explicit 'when' ('Use when the user wants to interact with Trint data') are present, but neither is very concrete, matching 'has both what and when; when could be more explicit or specific'.

4 / 5

Trigger Term Quality

Only the brand keyword 'Trint' / 'Trint data' appears as a trigger; natural variations users would say (transcribe, transcription, audio/video captions) are missing, fitting 'some relevant keywords but missing common variations or synonyms'.

3 / 5

Distinctiveness Conflict Risk

The named brand 'Trint' gives a clear niche with low conflict risk, but the generic action language ('Manage data, records, and automate workflows') creates minor overlap with other integration skills, fitting 'mostly distinct; minor overlap risk'.

4 / 5

Total

13

/

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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