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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.

77

Quality

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

92%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The skill is a lean, highly actionable URL reference with clear hierarchy and no concept-padding, scoring top marks on conciseness, actionability, and workflow clarity. Its main weakness is progressive disclosure: the bulk of the reference tables are inline in SKILL.md rather than split into one-level-deep reference files.

Suggestions

Move the per-level URL tables (Workspace/Project/Version/Workflows/Universe) into a single one-level-deep reference file such as references/page-reference.md, keeping SKILL.md as a concise overview that links to it with clearly signaled markdown links.

Remove the duplicated "Workflows list" row (it appears identically in both the Workspace Level and Workflows tables) to reduce redundancy.

Verify that the "Related Pages" pointer to roboflow://skills/product-navigation/features-by-page corresponds to a real, accessible resource so navigation between the two is unambiguous.

DimensionReasoningScore

Conciseness

The body is a dense reference of URL tables that assumes Claude's competence (no explanation of what Roboflow, training, or annotation is); each row earns its place, with only minor redundancy (the "Workflows list" row duplicated across two sections).

3 / 3

Actionability

URL patterns are concrete and copy-paste ready with a "What's There" column giving specific, actionable page contents; per the instruction-only scoring note, the absence of code is not penalized because the guidance is directly actionable.

3 / 3

Workflow Clarity

As a single-purpose navigation skill it lays out a clear URL hierarchy (Workspace -> Project -> Version -> Model) and organizes pages by level; no destructive or batch operations exist that would require validation checkpoints.

3 / 3

Progressive Disclosure

All reference content lives inline in SKILL.md (~120 lines of tables) with no bundle files split out, and the only pointer ("Related Pages") references an external skill resource rather than a one-level-deep bundle file; sections are well organized but the content is not appropriately split, so it falls short of a 3.

2 / 3

Total

11

/

12

Passed

Description

100%

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 concise, specific, and trigger-rich: it states what it does and when to use it in a single third-person sentence with natural Roboflow intent verbs. No vague fluff or over-claims.

DimensionReasoningScore

Specificity

Names concrete actions ("explaining where Roboflow features live", "mapping intents like upload, annotate, train, deploy to specific page URLs") rather than vague language, listing multiple specific capabilities.

3 / 3

Completeness

Opens with an explicit "Use when..." trigger and states what it does (mapping intents to page URLs), clearly answering both what and when.

3 / 3

Trigger Term Quality

Uses natural intent verbs a Roboflow user would actually say ("upload, annotate, train, deploy") plus "page URLs" and "app.roboflow.com", giving good coverage of likely trigger terms.

3 / 3

Distinctiveness Conflict Risk

Scoped to the app.roboflow.com web app with Roboflow-specific intents, giving it a clear niche unlikely to conflict with other skills.

3 / 3

Total

12

/

12

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

Table of Contents

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