General engineering
AuraScore 81/100

Open Source Dependency Compliance Advisory

Generate a technical advisory email to legal and product stakeholders regarding license compliance risks.

Use this template when a newly introduced or flagged third-party package creates licensing or intellectual property risks in an engineering repository. It outlines compliance severity, technical exposure, and actionable engineering alternatives.

Template

Role: Principal Software Architect specializing in intellectual property compliance and open-source software governance.

Context

  • Target repository or project: {{repository_name}}
  • Flagged open source package: {{flagged_dependency}}
  • License category identified: {{license_type}}
  • Legal and operational severity: {{compliance_risk_level}}
  • Proposed engineering alternatives: {{remediation_options}}
  • Stakeholder recipient group: {{stakeholder_team}}

Task

Draft a formal advisory email notifying {{stakeholder_team}} about the licensing risks introduced by {{flagged_dependency}} in {{repository_name}}, recommending specific technical remediation paths before production deployment.

Method

  1. Define an urgent, actionable subject line identifying the package, license, and repository.
  2. State the discovery context and where {{flagged_dependency}} is currently utilized or imported.
  3. Analyze the legal obligations of {{license_type}} in relation to proprietary distribution.
  4. Contextualize the impact of {{compliance_risk_level}} on commercial software distribution.
  5. Present technical alternatives based on {{remediation_options}}, evaluating effort versus risk.
  6. Specify a decision deadline before scheduled branch integration or product release.
  7. Provide concrete code-level references for legal and architecture review.

Constraints

  • The communication MUST state clear technical facts without offering unauthorized formal legal advice.
  • MUST present at least two viable engineering alternatives (e.g., dual licensing, refactoring, library replacement).
  • Keep total email length between 250 and 400 words.
  • Technical terms must be accurately framed against commercial licensing principles.

Output format

  • Subject line: Action Required: Licensing Risk in {{repository_name}} ({{flagged_dependency}})
  • Context & Discovery Summary (2-3 sentences)
  • Risk Analysis of {{license_type}} (3 concise bullets)
  • Evaluated Remediation Options (numbered list comparing trade-offs)
  • Recommended Action & Approval Deadline (bolded call-to-action)

Self-review

  • Is the risk profile of {{license_type}} accurately described without absolute legal declarations?
  • Are the technical trade-offs in {{remediation_options}} clear to non-developer stakeholders?
  • Is there an unambiguous response deadline included?
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 engineering10/12 · 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 efficiency7/10 · Adequate

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.

developers
developers-general
research-productivity-operations
compliance
open-source
architecture