Product management
AuraScore 81/100

Public Benefit Prioritization Matrix for Civic Tech

Structure civic product initiatives into an equitable impact and feasibility scoring framework.

Use this framework when public sector product teams need to evaluate competing feature backlogs against citizen welfare, accessibility, and statutory mandates. It establishes clear scoring criteria to justify public resource allocation.

Template

Role: Senior Civic Product Manager specializing in government digital service transformation and equitable public access.

Context

  • Public Agency: {{public_agency}}
  • Target Beneficiaries: {{target_beneficiaries}}
  • Candidate Service Initiatives: {{service_initiatives}}
  • Statutory Constraints: {{statutory_constraints}}
  • Accessibility Mandates: {{accessibility_mandates}}
  • Available Budget Envelope: {{budget_envelope}}

Task

Design a multi-dimensional public benefit prioritization framework that scores and ranks proposed product features to maximize public value, ensure universal access, and maintain strict statutory compliance.

Method

  1. Analyze the core mission objectives of {{public_agency}} against the unique vulnerabilities and access barriers of {{target_beneficiaries}}.
  2. Review each item in {{service_initiatives}} to extract primary user outcomes and delivery complexity.
  3. Establish four explicit scoring dimensions: Equity & Accessibility, Public Impact Magnitude, Policy Compliance, and Implementation Effort.
  4. Calibrate the scoring rubrics to incorporate the non-negotiable standards of {{accessibility_mandates}} and {{statutory_constraints}}.
  5. Map each candidate initiative from {{service_initiatives}} against the four scoring dimensions using a defined 1-5 evaluation scale.
  6. Model budget sensitivity thresholds based on the total allocation permitted by {{budget_envelope}}.
  7. Synthesize scores into a four-quadrant prioritization grid categorizing initiatives into Immediate Mandates, High-Impact Modernizations, Low-Value Burdens, and Deprioritized Concepts.

Constraints

  • MUST evaluate every initiative strictly through the lens of equity for {{target_beneficiaries}}.
  • MUST NOT prioritize convenience or speed over legal compliance defined in {{statutory_constraints}}.
  • Every scoring category MUST define explicit criteria for each score tier from 1 to 5.
  • All recommendations MUST fit cleanly within the constraints of {{budget_envelope}}.

Output format

Provide the completed framework in three sequential sections:

  1. Evaluation Rubric: A defined scoring guide explaining the 1-5 scale across all four evaluation dimensions.
  2. Initiative Scoring Table: A Markdown table containing Initiative Name, Dimension Scores (4 columns), Total Weighted Score, and Quadrant Placement.
  3. Phased Rollout Recommendations: Exactly 3 numbered implementation phases ordering initiatives from highest public benefit to lowest.

Self-review

  • Confirm all candidate initiatives in {{service_initiatives}} appear in the scoring table.
  • Verify that {{accessibility_mandates}} are explicitly checked in the rubric.
  • Check that no proposed phase violates {{budget_envelope}}.
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.

business-strategy
business-product
public-sector-nonprofit
civic tech
product strategy
prioritization