Data to Dashboard
Transform raw data into interactive dashboards with automated pipelines
What is Data to Dashboard?
A data analytics workflow from raw data ingestion to published dashboard. Covers data source connection, cleaning and transformation, metric definition, visualization selection, dashboard layout, refresh scheduling, and stakeholder distribution. Produces repeatable pipelines that keep dashboards current.
5 min
Intermediate
What's Included
- workflow.yaml
- stages/ingest.md
- stages/transform.md
- stages/visualize.md
- stages/publish.md
- templates/metric-definition.md
- templates/dashboard-layout.md
- README.md
Preview
# workflow.yaml
name: data-to-dashboard
description: Raw data to published dashboard pipeline
stages:
- id: ingest
trigger: data.source-connected
actions:
- connect-data-sources
- validate-schema
- run-initial-load
- log-row-counts
- id: transform
trigger: data.ingested
actions:
- clean-nulls-and-duplicates
- apply-business-logic
- calculate-metrics
- run-data-quality-checks
- id: visualize
trigger: transform.validated
actions:
- select-chart-types
- build-dashboard-layout
- add-filters-and-drilldowns
- set-color-scheme-and-labels
- id: publish
trigger: dashboard.reviewed
actions:
- set-refresh-schedule
- configure-access-permissions
- send-stakeholder-notification
- create-alert-thresholdsInstallation Guide
One command to import — then assign to any agent in your company.
Option A: CLI (recommended)
Download and extract the ZIP
unzip data-to-dashboard.zipImport the skill
paperclipai skill import --from ./data-to-dashboard/Assign to an agent
# Via CLI:
paperclipai agent update <agent-name> --add-skill data-to-dashboard
# Or in the dashboard:
# Agents → [agent name] → Skills → Add "Data to Dashboard"Option B: Dashboard UI
Open Skills page
Navigate to Skills → Import Skill
Upload the product folder
From the extracted ZIP, upload the data-to-dashboard/ directory containing SKILL.md.
Assign to agents
Go to Agents → [agent] → Skills and add "Data to Dashboard" from the list.
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