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cnvrgio

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

64

Quality

77%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./skills/cnvrgio/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

88%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, a clear connection workflow with validation checkpoints, and clean organization. The only real weakness is minor verbosity in a few explanatory passages.

Suggestions

Trim explanatory asides like "so you can focus on the integration logic rather than auth plumbing" and "This is the fastest way to get a connection" to tighten token use.

Consider moving the proxy flag options table into a reference file if the skill grows, keeping SKILL.md as a lean overview.

Add a brief verify step after running actions (e.g. check the `output` field / error state) to reinforce the feedback loop for action execution.

DimensionReasoningScore

Conciseness

Content is mostly efficient with concrete CLI commands, but includes a few padded phrases ("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, fitting the efficient-with-minor-over-explanation anchor.

4 / 5

Actionability

Provides copy-paste-ready membrane CLI commands with flags and a full proxy options table covering the common cases, matching the fully-executable anchor.

5 / 5

Workflow Clarity

The connection setup is clearly sequenced with explicit state-based checkpoints (READY/BUILDING/CLIENT_ACTION_REQUIRED/CONFIGURATION_ERROR) and a poll-after-user-action feedback loop, matching the explicit-validation-and-feedback-loops anchor.

5 / 5

Progressive Disclosure

A single self-contained SKILL.md with well-organized sections and no nested references; slightly above the simple-skill threshold in length so it fits the good-structure-with-minor-gaps anchor rather than a clean 5.

4 / 5

Total

18

/

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 Cnvrg.io niche and includes an explicit use-when clause, giving solid completeness and distinctiveness. It is held back by somewhat generic action language and limited trigger-term variation.

Suggestions

Replace generic verbs ("Manage data, records") with concrete Cnvrg.io actions like "build and train models, run experiments, deploy endpoints, manage datasets".

Add common trigger synonyms and terms users actually say, e.g. "Use when the user wants to manage Cnvrg.io projects, experiments, flows, datasets, or deployments".

Tighten the use-when clause to name the specific Cnvrg.io objects (projects, experiments, flows) rather than the generic "Cnvrg.io data".

DimensionReasoningScore

Specificity

Names the Cnvrg.io domain and a few actions ("Manage data, records, and automate workflows") but "records" is generic platform jargon and the actions are not highly concrete, fitting the anchor that names the domain with 1-2 actions.

3 / 5

Completeness

It answers both "what" (manage data, records, automate workflows) and explicitly "when" ("Use when the user wants to interact with Cnvrg.io data"), but the trigger phrase could be more specific, fitting the anchor for both present with room for greater explicitness.

4 / 5

Trigger Term Quality

"interact with Cnvrg.io data" gives a relevant domain keyword but lacks common synonyms or file extensions, matching the anchor for some relevant keywords missing variations.

3 / 5

Distinctiveness Conflict Risk

"Cnvrg.io integration" names a specific platform with distinct triggers and minimal overlap risk, matching the clear-niche anchor.

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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