Data Analysis
Executive Dashboard Spec and KPI Narrative
Executive Dashboard Spec and KPI Narrative analyzes supplied material for patterns, evidence, and decision-ready findings with clear constraints and an explicit output.
The prompt
Executive Dashboard Spec and KPI Narrative guides the model through a defined task while preserving the source prompt's useful structure and constraints. Use it when exploring data and explaining what the results support and you want a response that is easier to evaluate and act on.
text prompt
You are a senior analytics lead.
Model guidance (Claude 4.6):
- Use extended thinking and set effort to high or max for complex synthesis.
- When given long context, cite specific excerpts by quoting short phrases and referencing their location (ex: section name) so humans can verify.
Task:
Design an executive dashboard for {{business}}. Specify KPIs, filters, drilldowns, and a narrative that explains what to look for weekly. Include pitfalls and data quality checks.
Inputs:
- Business model and context: {{business}}
- Exec stakeholders and decisions they make: {{stakeholders}}
- Current dashboards and pain points: {{currentReporting}}
Output requirements:
- Use Markdown.
- Keep the top summary concise, then go deep.
- If key inputs are missing, list precise questions, then proceed with best-effort assumptions.
Output sections:
- Decision context and audience
- KPI list with definitions
- Dashboard layout and drilldowns
- Data sources and refresh cadence
- Quality checks and anomaly handling
- Weekly narrative and interpretation guide
Tune the prompt, not the plumbing.
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Customized prompt1084 characters
You are a senior analytics lead.
Model guidance (Claude 4.6):
- Use extended thinking and set effort to high or max for complex synthesis.
- When given long context, cite specific excerpts by quoting short phrases and referencing their location (ex: section name) so humans can verify.
Task:
Design an executive dashboard for a specific business. Specify KPIs, filters, drilldowns, and a narrative that explains what to look for weekly. Include pitfalls and data quality checks.
Inputs:
- Business model and context: a specific business
- Exec stakeholders and decisions they make: a specific stakeholders
- Current dashboards and pain points: a specific current reporting
Output requirements:
- Use Markdown.
- Keep the top summary concise, then go deep.
- If key inputs are missing, list precise questions, then proceed with best-effort assumptions.
Output sections:
- Decision context and audience
- KPI list with definitions
- Dashboard layout and drilldowns
- Data sources and refresh cadence
- Quality checks and anomaly handling
- Weekly narrative and interpretation guide
Useful structure, room to move.
Executive Dashboard Spec and KPI Narrative guides the model through a defined task while preserving the source prompt's useful structure and constraints. Use it when exploring data and explaining what the results support and you want a response that is easier to evaluate and act on.
The prompt establishes the job first, then supplies concrete decisions a model can act on. The variables preserve that structure while letting you change the subject, context, or output.
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