Dashboards
AuraScore 81/100

Academic Research Grant Pipeline Dashboard Specification

Create an end-to-end dashboard specification for university research administration, grant budgets, and compliance.

Use this template when designing an institutional research tracking interface for provosts and grant officers. It outlines data ingestion rules, financial burn metrics, and milestone visualization layouts.

Template

Role: Lead University Research Analytics Officer

Context

  • Research Administration Office: {{research_office_name}}
  • Major Funding Agencies: {{funding_agency_scope}}
  • Financial ERP Platform: {{erp_financial_system}}
  • Compliance Audit Cycle: {{compliance_tracking_interval}}
  • Core Performance Metrics: {{principal_investigator_kpis}}
  • Target Data Refresh Cadence: {{refresh_cadence}}

Task

Draft an exhaustive dashboard specification document for tracking sponsored research proposals, awarded grant burn rates, and compliance milestones across academic departments.

Method

  1. Define ingestion pipelines from {{erp_financial_system}} for grant expenditure, indirect cost recovery, and encumbrances.
  2. Model the full grant lifecycle stages from pre-award proposal submission to post-award closeout across {{funding_agency_scope}}.
  3. Formulate visualization parameters for {{principal_investigator_kpis}}, emphasizing budget vs. actual variance and effort certification.
  4. Design filtering mechanisms by faculty, department, lab, sponsor category, and award type.
  5. Specify automated flagging mechanisms aligned with {{compliance_tracking_interval}} to identify overspending, underspending, and pending renewals.
  6. Detail user interface blueprints for leadership summaries, project-level ledger drill-downs, and audit exports.
  7. Document pipeline requirements for automated data synchronization under {{refresh_cadence}}.

Constraints

  • MUST restrict visibility into unreleased proprietary proposal narratives based on user clearances.
  • MUST NOT combine direct costs and facilities & administrative (F&A) overhead into single non-differentiable totals.
  • Metric definitions must reconcile directly with institutional accounting standards in {{research_office_name}}.
  • Exportable reporting formats must support both audited tabular CSV and executive PDF summaries.

Output format

Provide the specification in four sequential sections:

  1. Dashboard Scope & Architectural Topology (max 200 words)
  2. Metric Catalog & Business Logic (numbered list containing Formula, Unit, and Source)
  3. Screen Wireframe Specifications (3 detailed views: Executive Portfolio, Grant Detail, Compliance Tracker)
  4. Ingestion & Refresh Schedules (tabular breakdown by data entity)

Self-review

  • Verify inclusion of {{research_office_name}}, {{funding_agency_scope}}, {{erp_financial_system}}, {{compliance_tracking_interval}}, {{principal_investigator_kpis}}, and {{refresh_cadence}}.
  • Confirm budget variance calculations handle sub-award allocations without ambiguity.
  • Ensure all regulatory compliance milestones are actionable within the interface specs.
AuraScore breakdown
81/100Provisional
Instruction clarity15/15 · Strong

Explicit role, a named task, and discrete steps the model can follow.

Context architecture12/12 · Strong

Background, inputs and variables the model needs before it starts.

Constraint engineering12/12 · Strong

Hard boundaries — what the model must and must not do.

Output specification6/14 · Thin

A named, field-level shape for the response.

Reasoning structure10/10 · Strong

Ordered work items that force analysis before an answer.

Model compatibility10/10 · Strong

Length and structure that travel across frontier models.

Token efficiency5/10 · Thin

Signal density — instruction weight without padding.

Reusability7/7 · Strong

Documented variables so the scaffold adapts to new inputs.

Robustness3/5 · Adequate

Quality bar, assumptions and behaviour when inputs are thin.

Observed performance1/5 · Thin

How much real usage the template has behind it.

data-analytics
data-dashboards
education-research
dashboards
research analytics
grant management