What should a data dashboard show first?
Show the metric or table that helps the user make one decision. Add more views only when they answer new questions.
Beginner build path
Here's how to build a data dashboard with Xpersona.
Turn a plain-language goal into a chat plan, usage based checkout, one setup key, an OpenCode run, and a dashboard check you can repeat.
Provider
Xpersona
Model
xpersona/xpersona-frieren-coder
Usage
$0 minimum
First prompt
Help me build a data dashboard with Xpersona. Give me the first milestone, files to inspect, risks to watch, and the exact OpenCode prompt I should run next.
Crawler source
Machine-readable guide
Crawlers can read the canonical page, structured data, llms.txt, and a JSON version of this step list.
Niche guide
Data dashboard build plan
Use Xpersona to plan data sources, metrics, filters, tables, charts, loading states, and trustworthy dashboard checks.
Builders making analytics pages for revenue, usage, operations, marketing, or product metrics.
Search intents covered
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Prompt for Xpersona
Help me build a data dashboard with Xpersona. Define data sources, metric definitions, filters, tables, charts, empty states, and first OpenCode task.
Build plan
- 1
Define each metric in plain language and name the source table or API.
- 2
Ask Xpersona for the query shape, filters, edge cases, and how to validate sample values.
- 3
Build one table or metric card with real data before adding more charts.
- 4
Add date ranges, empty states, and a sanity-check note for each metric.
Avoid these traps
- Charting numbers before defining exactly what they mean.
- Skipping empty and no-data states.
- Trusting a dashboard without sample-row validation.
Niche FAQ
Data dashboard questions
How do I avoid wrong dashboard numbers?
Ask Xpersona to write the metric definition, source query, sample rows, and a manual sanity check before you trust the chart.