i4h-catheter-navigation-setup

Verify host/GPU requirements and PYTHONPATH for the catheter navigation workflow. Use when asked to set up, install, or bootstrap catheter_navigation, or when hitting import/GPU/slangpy errors.

Quality

100%

Does it follow best practices?

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Securityby

Low

Low-risk findings worth noting

Quality

Content

100%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.

An executable, well-structured setup skill with concrete commands, validation checkpoints, and a recovery loop. It is concise, actionable, and appropriately self-contained with no padding.

Dimension	Reasoning	Score
Conciseness	Lean body with no concept padding; every section and command earns its place, assuming Claude's competence. Minor redundancy between the Base Code block and Step 1 repo resolution keeps it just at the top anchor.	5 / 5
Actionability	Copy-paste-ready bash commands across Preflight, Steps 1-4, and Verify, with expected outputs ('Ran 7 tests ... OK') and explicit skip guidance for the optional GPU step.	5 / 5
Workflow Clarity	Clearly sequenced Steps 1-4 with an explicit Verify section (test -f, grep -q 'OK') and a Troubleshooting Error/Cause/Fix feedback loop for recovery.	5 / 5
Progressive Disclosure	Self-contained, well-organized under 100 lines with no external bundle references needed; sibling-skill links in Final Response are appropriate one-level navigation rather than nested.	5 / 5
	Total	20 / 20 Passed

Description

100%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 tight, well-scoped description that states concrete capabilities and explicit use-when triggers with natural phrasing. It clearly delineates the niche and avoids vagueness or over-claims.

Dimension	Reasoning	Score
Specificity	Names the catheter navigation domain and multiple concrete actions ('Verify host/GPU requirements and PYTHONPATH', 'set up, install, or bootstrap', 'hitting import/GPU/slangpy errors'), giving comprehensive coverage.	5 / 5
Completeness	Explicitly answers both what ('Verify host/GPU requirements and PYTHONPATH') and when ('Use when asked to set up, install, or bootstrap...') with concrete trigger phrases.	5 / 5
Trigger Term Quality	Natural user phrases ('set up, install, or bootstrap', 'hitting import/GPU/slangpy errors') with synonyms and the workflow identifier cover the trigger space well.	5 / 5
Distinctiveness Conflict Risk	Narrow i4h catheter-navigation setup niche with distinct triggers unlikely to fire for unrelated skills, minimizing conflict risk.	5 / 5
	Total	20 / 20 Passed

Validation

81%

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 — 13 / 16 Passed

Validation for skill structure

Criteria	Description	Result
metadata_version	'metadata.version' is missing	Warning
metadata_field	'metadata' should map string keys to string values	Warning
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	13 / 16 Passed

Repository: NVIDIA/skills
Path: skills/i4h-catheter-navigation-setup/SKILL.md
Commit: 994b870

Reviewed: 4 days ago

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