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roboflow-product-navigation

Use when explaining where Roboflow features live in the app.roboflow.com web app, mapping intents like upload, annotate, train, deploy to specific page URLs.

69

Quality

84%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

81%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.

A lean, well-structured navigation reference that provides concrete URL patterns organized by app hierarchy, with a clear single-action workflow and one clearly signaled one-level-deep reference. Minor gaps in prominent cross-linking to the intent-to-URL resource keep actionability and progressive_disclosure at 4.

DimensionReasoningScore

Conciseness

The body is a dense reference table (Page | URL Pattern | What's There) with no padding about what Roboflow is; the only non-lean element is the opening source-of-truth blockquote for agents, which is useful but could be tightened, keeping it at anchor 4 rather than 5.

4 / 5

Actionability

Concrete, copy-pasteable URL patterns per page (e.g. '/{workspace}/{project}/upload', '/{workspace}/{project}/annotate') give directly usable guidance; the intent-to-URL mapping lives in a separately referenced resource, leaving a minor gap that prevents a 5.

4 / 5

Workflow Clarity

This is a simple single-purpose lookup skill whose single action (find a feature's URL) is unambiguous, and the explicit URL Hierarchy diagram (Workspace -> Project -> Version -> Model) provides clear navigation structure; per the simple-skills note this warrants a 5, and no destructive/batch operations exist to cap it.

5 / 5

Progressive Disclosure

Clear section headers organize content by hierarchy level (Workspace/Project/Version/Workflows/Universe) and the one external reference (roboflow://skills/product-navigation/features-by-page) is one level deep and signaled under Related Pages; it is not a 5 because that reference is somewhat buried at the bottom rather than prominently linked where intent-based lookup would naturally occur.

4 / 5

Total

17

/

20

Passed

Description

87%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.

A well-crafted description that explicitly states both what the skill does and when to use it, with natural trigger terms and a distinct, low-conflict niche. The only minor gap is verb/action variety and synonym coverage, which keeps specificity and trigger_term_quality at 4 rather than 5.

DimensionReasoningScore

Specificity

Quotes concrete actions 'explaining where Roboflow features live' and 'mapping intents like upload, annotate, train, deploy to specific page URLs' — names the domain and several specific intents, but the verb set is limited to explaining/mapping rather than a comprehensive list of distinct actions, so it sits at anchor 4 not 5.

4 / 5

Completeness

Explicitly answers both: what ('mapping intents like upload, annotate, train, deploy to specific page URLs') and when ('Use when explaining where Roboflow features live in the app.roboflow.com web app') with concrete trigger phrases, matching the anchor 5 example.

5 / 5

Trigger Term Quality

Natural user phrases 'upload, annotate, train, deploy' plus 'explaining where features live' are exactly what a user would say; good coverage but lacks synonyms or variations (e.g. 'label', 'inference', 'dataset'), placing it just below the comprehensive-synonym anchor 5.

4 / 5

Distinctiveness Conflict Risk

Scoped narrowly to the app.roboflow.com web app with intent-specific triggers (upload/annotate/train/deploy), giving it a clear niche with minimal overlap risk against other skills.

5 / 5

Total

18

/

20

Passed

Validation

100%

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

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
roboflow/computer-vision-skills
Reviewed

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