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ganai

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

61

Quality

72%

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/ganai/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 content is highly actionable with executable CLI commands and a clear connection/action workflow, well-organized into logical sections. Minor conciseness and organization improvements would bring it to the top level.

Suggestions

Trim editorializing phrases like 'so you can focus on the integration logic rather than auth plumbing' that assume Claude needs motivation context.

Consolidate the two overlapping 'Searching for actions' / 'Popular actions' / 'Running actions' sections to reduce redundancy in action discovery.

Consider moving the full clientAction field reference into a separate reference file to keep the overview leaner.

DimensionReasoningScore

Conciseness

The body is mostly efficient with direct CLI commands, flag tables, and JSON examples, though a few editorializing sentences (e.g., 'so you can focus on the integration logic rather than auth plumbing') could be trimmed.

4 / 5

Actionability

It provides fully executable, copy-paste-ready commands covering install, auth, connection, action discovery, action execution, and proxy requests, with concrete flags and parameter examples.

5 / 5

Workflow Clarity

A clear sequenced workflow (install → auth → connect → search → run/proxy) with a state-polling loop and READY/CLIENT_ACTION_REQUIRED branching is present, though it is read/action-oriented rather than a destructive operation needing hard validation gates.

4 / 5

Progressive Disclosure

The skill is a single self-contained file with well-organized sections and no nested references; there are no bundle files, and the small amount of inlined discovery guidance is minor enough to keep structure good rather than perfect.

4 / 5

Total

17

/

20

Passed

Description

62%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 is functional and includes an explicit trigger, but its capabilities are stated generically rather than concretely, weakening specificity and trigger-term quality. Naming the Gan.AI app keeps distinctiveness strong.

Suggestions

Replace generic verbs with concrete Gan.AI capabilities (e.g., 'Create AI-generated avatar videos, manage projects, and generate captions').

Add natural user phrases and feature synonyms to the 'Use when' clause (e.g., 'when the user mentions Gan.AI avatars, personalized videos, or video captions').

Tighten the 'what' to list the actual record types and actions Gan.AI exposes instead of 'manage data, records'.

DimensionReasoningScore

Specificity

The description names the domain and a couple of generic actions ("Manage data, records, and automate workflows") but lacks concrete capabilities such as avatars, videos, or projects, so it is not comprehensive.

3 / 5

Completeness

It explicitly answers both what ("Manage data, records, and automate workflows") and when ("Use when the user wants to interact with Gan.AI data"), though the when clause is generic rather than specific.

4 / 5

Trigger Term Quality

It includes an explicit "Use when" trigger, but the keywords ("data", "records", "workflows") are generic and miss natural synonyms or file/feature-specific terms users would actually say.

3 / 5

Distinctiveness Conflict Risk

Naming the specific app ("Gan.AI integration") gives it a clear niche with minimal overlap risk, though the generic action verbs leave slight ambiguity versus other data-management skills.

4 / 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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