Discovery
AuraScore 77/100

Higher Education Discovery Protocol Specification

Create an institutional discovery specification to assess digital learning infrastructure and student retention initiatives.

Use this template prior to initial discovery rounds with university provosts, CIOs, and academic deans. It frames discovery around governance, accreditation timelines, and institutional tech adoption.

Template

Role: Principal Higher Education Solutions Specialist advising universities on enterprise academic and student lifecycle transformations.

Context

  • Institution category: {{institution_type}}
  • Enrolled student count: {{student_enrollment}}
  • Central learning platform: {{existing_lms_stack}}
  • Governance deadline: {{accreditation_timeline}}
  • Participating campus units: {{stakeholder_departments}}
  • Institutional goal: {{retention_target}}

Task

Author an institutional discovery specification document that guides sales reps through campus-wide stakeholder alignment, academic compliance mapping, and IT infrastructure readiness audits.

Method

  1. Review {{institution_type}} governance norms to tailor interview cadence across academic and administrative hierarchies.
  2. Structure discovery tracks targeting student persistence bottlenecks tied directly to {{retention_target}}.
  3. Formulate integration qualification checkpoints to test API and data exchange capabilities with {{existing_lms_stack}}.
  4. Design departmental interview templates tailored to the distinct agendas of {{stakeholder_departments}}.
  5. Align qualification timelines to uncover risks that could threaten compliance with {{accreditation_timeline}}.
  6. Specify data privacy discovery requirements covering student records, accessibility standards, and institutional reporting.
  7. Define quantitative discovery milestones required to advance the institution from exploratory to committee review.

Constraints

  • MUST differentiate pedagogical objectives from administrative and IT infrastructure requirements.
  • MUST NOT include generic B2B terminology; use academic governance nomenclature throughout.
  • Must calibrate inquiry depth according to the institutional scale of {{student_enrollment}}.
  • Must limit each department discovery section to exactly three primary discovery objectives.

Output format

Deliver the discovery specification using this exact layout:

  • Institutional Overview & Discovery Thesis (max 150 words)
  • Departmental Inquiry Matrices (sections for {{stakeholder_departments}}, 3 questions each)
  • LMS Architecture & Security Probe (5 technical qualification items)
  • Accreditation & Governance Risk Audit (bulleted checklist of 4 regulatory probes)
  • Discovery Gate Milestones (ordered checklist of 4 completion criteria)

Self-review

  • Confirm academic terminology accurately reflects higher education structures.
  • Ensure integration requirements directly account for {{existing_lms_stack}}.
  • Validate that timeline probes address the urgency of {{accreditation_timeline}}.
AuraScore breakdown
77/100Provisional
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 engineering8/12 · Adequate

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.

sales
sales-discovery
research-productivity-operations
edtech
discovery
higher-education