graph-viewer

Integrate the reusable CDF graph viewer (useGraphViewer) into a Flows app by copying the local code bundle. Use when embedding a graph visualization, adding a knowledge graph, or showing CDF data model relationships and instances.

Quality

90%

Does it follow best practices?

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Securityby

Passed

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Quality

Content

96%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 exemplary integration skill: concise, immediately actionable, with a well-sequenced workflow and a verification checklist providing the feedback loop. The only structural nit is that some configuration/cost detail could be pushed into the referenced README to sharpen the overview.

Dimension	Reasoning	Score
Conciseness	Lean and efficient throughout: it assumes Claude's competence, avoids explaining what CDF/React/SDKs are, and every section (prerequisites, numbered workflow, minimal example, dependency table, cost notes) earns its place.	5 / 5
Actionability	Provides a copy-paste-ready minimal example, a concrete copy source path, an exact import statement, a runnable install command, and a dependency table with versions and purposes — fully executable guidance covering the common cases.	5 / 5
Workflow Clarity	A clearly sequenced 6-step integration workflow ('Inspect', 'Install', 'Copy', 'Import', 'Render', 'Run typecheck and build') with a final explicit Validation/Verification Checklist containing feedback-style checkpoints (tsc --noEmit and build must pass, imports must point locally).	5 / 5
Progressive Disclosure	Well-structured overview with one-level-deep references clearly signaled ('For full configuration tables ... read code/README.md', 'inspect the source files under code/'), but the SKILL.md itself inlines a fair amount of reference-style content (dependency table, cost/performance tuning) that could live in the referenced README.	4 / 5
	Total	19 / 20 Passed

Description

83%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 strong, third-person description that clearly states a concrete integration action and provides explicit 'Use when' trigger guidance tied to CDF graph scenarios. Minor gains are available from adding synonym/extension variants and tightening the one generic 'graph visualization' trigger.

Dimension	Reasoning	Score
Specificity	Names the concrete action ('Integrate the reusable CDF graph viewer (useGraphViewer) into a Flows app by copying the local code bundle') — integration via copying a local bundle is a specific, non-generic action, though it stops short of enumerating multiple discrete sub-actions.	4 / 5
Completeness	Explicitly answers both what ('Integrate the reusable CDF graph viewer ... by copying the local code bundle') and when ('Use when embedding a graph visualization, adding a knowledge graph, or showing CDF data model relationships and instances') with concrete trigger phrases.	5 / 5
Trigger Term Quality	Includes natural user phrases ('embedding a graph visualization', 'adding a knowledge graph', 'showing CDF data model relationships and instances') with good coverage, though it lacks explicit file-extension or synonym variants like 'graph view' or '.cdf'.	4 / 5
Distinctiveness Conflict Risk	The CDF/Flows/useGraphViewer niche is fairly distinct and the triggers (knowledge graph, CDF data model relationships) are specific, but the generic 'graph visualization' trigger could lightly overlap with diagramming skills.	4 / 5
	Total	17 / 20 Passed

Validation

100%

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 — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository: cognitedata/builder-skills
Path: skills/graph-viewer/SKILL.md
Commit: c87160a

Reviewed: 5 days ago

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