From amplitude
Builds Amplitude dashboards from requirements or goals, organizing charts into logical sections with layouts. Useful for creating dashboards from scratch or assembling existing charts.
npx claudepluginhub amplitude/mcp-marketplace --plugin amplitudeThis skill uses the workspace's default tool permissions.
Create new team or initiative dashboards, organize scattered charts, build executive reporting, or set up review cadence dashboards.
Guides Payload CMS config (payload.config.ts), collections, fields, hooks, access control, APIs. Debugs validation errors, security, relationships, queries, transactions, hook behavior.
Builds scalable data pipelines, modern data warehouses, and real-time streaming architectures using Spark, dbt, Airflow, Kafka, and cloud platforms like Snowflake, BigQuery.
Builds production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. For data pipelines, workflow orchestration, and batch job scheduling.
Create new team or initiative dashboards, organize scattered charts, build executive reporting, or set up review cadence dashboards.
Before building, understand what you're tracking:
Amplitude:search with entityTypes: ["EVENT", "CUSTOM_EVENT"]get_event_properties to understand available properties for segmentationClarify:
If existing charts found (>5 relevant):
Amplitude:search to find relevant existing chartsAmplitude:get_charts to retrieve their definitionsIf few/no charts exist (<5 relevant):
Amplitude:query_dataset to create needed chartsAmplitude:save_chart_edits before building dashboardCreating new charts:
query_dataset to verify datasave_chart_edits (more efficient)Organize into logical sections:
Use Amplitude:create_dashboard with:
metric_only: Headline KPIs (single number)series: Trend lines (default view)converted: Funnels (conversion view)table: Data tablesInclude rich text blocks for:
| Content Type | Suggested Width | Suggested Height |
|---|---|---|
| Headline metric | 3-4 columns | 375px |
| Trend chart | 6-12 columns | 500px |
| Comparison chart | 6 columns | 500px |
| Detailed table | 12 columns | 625px |
| Section header | 12 columns | 375px |
Query errors (500/400):
No data returned: