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create-dashboard

Builds comprehensive Amplitude dashboards from requirements or goals, organizing charts into logical sections with appropriate layouts. Use when creating a complete dashboard from scratch or assembling existing charts into a cohesive view.

79

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

100%

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

The body is a tight, actionable, well-sequenced workflow with concrete Amplitude tool calls, specific layout parameters, verification preconditions, and error-recovery guidance. It is appropriately self-contained and well organized for its scope.

DimensionReasoningScore

Conciseness

The body is lean: terse bullet points, a layout table, and named tool calls with no conceptual padding (it does not explain what a dashboard or chart is). It is not a 2 despite a minor duplicated events-search tip in Steps 0 and 2, because the dominant character is tight and every section earns its place.

3 / 3

Actionability

Provides concrete, executable guidance: exact tool names (Amplitude:search, query_dataset, create_dashboard), specific parameters (entityTypes: ['EVENT','CUSTOM_EVENT']), concrete row heights (375/500/625/750px), column widths, and chartMetas display configs. It is not a 2 because the guidance names exact tools and values rather than pseudocode.

3 / 3

Workflow Clarity

Clear numbered sequence (Step 0 discovery through Step 5 context) with verification preconditions ('Prototype with query_dataset to verify data', 'Collect all chart IDs before creating dashboard', 'Save all charts... before building dashboard') and an error-recovery feedback loop in Common Issues. It is not a 2 because verification checkpoints are present, so the batch-operation cap does not apply.

3 / 3

Progressive Disclosure

The skill is self-contained in a single well-organized SKILL.md with clearly labeled sections (Instructions, Layout Guidelines, Best Practices, Common Issues) and no nested or broken references; no bundle files exist and none are needed. It is not a 2 because there is no content that would clearly benefit from being split into a separate file.

3 / 3

Total

12

/

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 specific, third-person, and clearly answers both what the skill does and when to use it with an explicit 'Use when...' trigger. It targets a distinct Amplitude-dashboard niche with natural trigger terms.

DimensionReasoningScore

Specificity

Lists multiple concrete actions such as 'Builds comprehensive Amplitude dashboards', 'organizing charts into logical sections', and 'assembling existing charts into a cohesive view', rather than vague language. It is not a 2 because the actions are concrete and plural, not just a named domain.

3 / 3

Completeness

Explicitly answers both 'what' ('Builds comprehensive Amplitude dashboards... organizing charts into logical sections') and 'when' via an explicit 'Use when creating a complete dashboard from scratch or assembling existing charts' clause. It is not a 2 because the trigger guidance is explicit, not merely implied.

3 / 3

Trigger Term Quality

Uses natural phrasings a user would say ('creating a complete dashboard from scratch', 'assembling existing charts', 'cohesive view'), and the suggest_when field reinforces this with 'build a dashboard' / 'I need a dashboard for'. It is not a 2 because the core dashboard terms and assemble-charts variations are well covered.

3 / 3

Distinctiveness Conflict Risk

Anchored to a clear niche (Amplitude dashboards) with distinct triggers around dashboard assembly, making it unlikely to fire for unrelated skills. It is not a 2 because the scope is specific rather than a generic document/file skill.

3 / 3

Total

12

/

12

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
amplitude/builder-skills
Reviewed

Table of Contents

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