Name: visiblethread
Rating: 48.8 (1 reviews)
Author: membranedev

visiblethread

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

Quality

53%

Does it follow best practices?

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Securityby

Passed

No findings from the security scan

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tessl review fix ./skills/visiblethread/SKILL.md

Quality

Content

57%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 skill provides solid executable CLI guidance and a reasonable connection setup sequence, but it pads with product background, lacks validation checkpoints around destructive action/proxy operations, and uses no reference files to split detail. Concise and actionable but weaker on workflow validation and progressive disclosure.

Suggestions

Add explicit validation/feedback checkpoints for destructive or batch operations, e.g. 'Verify the action's outputSchema before running, and check the response error field on failure before retrying.'

Move detailed material (the proxy flag table, agent-type list, clientAction reference) into a separate REFERENCE.md referenced one level deep to improve progressive disclosure.

Remove the opening paragraph explaining what VisibleThread is and its regulated-industry use; Claude does not need this background to execute the workflow.

Dimension	Reasoning	Score
Conciseness	The body is mostly efficient with concrete commands, but the opening paragraph explaining what VisibleThread is (regulated industries, clarity/compliance) is concept padding Claude does not need, and several explanatory sentences could be trimmed.	3 / 5
Actionability	Concrete, executable CLI commands are provided throughout (install, login, connection ensure, action list/run, request flags) with a clear options table; only minor gaps like unspecified action IDs/inputs for common tasks.	4 / 5
Workflow Clarity	The connection setup is sequenced with state transitions, but destructive/batch operations (action run, proxy requests) lack validation checkpoints, and polling/error-recovery is only lightly specified.	3 / 5
Progressive Disclosure	No bundle reference files exist and the skill is one flat document; sections are present but most content stays inline with no one-level-deep references to split detailed material.	3 / 5
	Total	13 / 20 Passed

Description

48%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 names a specific product and includes a Use-when clause, but its action verbs are generic (manage, automate) and trigger phrases are sparse. It is distinct but under-specified in capability and trigger coverage.

Suggestions

Replace generic verbs with concrete actions, e.g. 'Run VTQL queries, analyze documents for clarity/compliance, manage users and organizations.'

Expand the Use-when clause with natural trigger phrases, e.g. 'Use when the user mentions VisibleThread, document clarity/compliance analysis, or VTQL queries.'

Add the 'VTQL' trigger term and file/document-scan terms so users naturally say them when invoking the skill.

Dimension	Reasoning	Score
Specificity	The description names the domain (VisibleThread data, records, workflows) but the only actions are the generic verbs 'Manage' and 'automate workflows', with no concrete operations.	2 / 5
Completeness	A clear 'what' (manage data/records/automate workflows) is present and there is a 'Use when' clause, but the 'when' is thin and tied only to 'interact with VisibleThread data' rather than concrete triggers.	3 / 5
Trigger Term Quality	'VisibleThread data' is a relevant keyword but no natural synonyms, common task phrases, or file extensions are included beyond the single product name.	3 / 5
Distinctiveness Conflict Risk	The explicit product name 'VisibleThread' makes it clearly distinguishable from other skills with only minor overlap risk against generic data-management skills.	4 / 5
	Total	12 / 20 Passed

Validation

93%

Warnings & errors only

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 15 / 16 Passed

Validation for skill structure

Criteria	Description	Result
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	15 / 16 Passed

Repository: membranedev/application-skills
Path: skills/visiblethread/SKILL.md
Commit: f484c82

Reviewed: 3 days ago

Table of Contents

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