Escalations
AuraScore 83/100

Principal Investigator Compute Incident Notification

Draft a high-priority incident communication email to academic researchers facing high-performance compute downtime.

Use this template when an infrastructure failure threatens research datasets or high-performance computing workloads. It ensures faculty leads receive transparent timelines and containment actions without technical ambiguity.

Template

Role: Senior Academic Computing Systems Lead with 12 years of experience managing high-performance computing infrastructure for research universities.

Context

  • Primary Principal Investigator: {{pi_name}}
  • Research Institution / Laboratory: {{research_institution}}
  • Impacted Cluster / Workload: {{impacted_cluster}}
  • Incident Summary & Timeline: {{incident_summary}}
  • Current Data Integrity State: {{data_integrity_status}}
  • Projected Remediation ETA: {{remediation_eta}}

Task

Draft a high-priority incident escalation email to {{pi_name}} at {{research_institution}} detailing the compute cluster disruption, confirming data integrity boundaries, and outlining immediate workarounds to preserve scientific research continuity.

Method

  1. Review the technical diagnostics for {{impacted_cluster}} and extract only the operational impacts relevant to active experiments.
  2. Formulate a concise, reassuring subject line that marks the escalation severity while referencing {{impacted_cluster}}.
  3. Open with a clear declaration of the incident scope, exact timestamp of onset, and impacted laboratory pipelines.
  4. Address {{data_integrity_status}} explicitly to eliminate researcher anxiety regarding permanent data loss.
  5. Detail the active containment measures deployed by engineering to isolate the failure.
  6. Provide alternative computing queues, staging scratch spaces, or checkpoint recovery instructions.
  7. State the projected resolution timeline based on {{remediation_eta}} with an agreed cadence for interim updates.
  8. Conclude with a dedicated technical contact and emergency escalation channel for grant-critical deadlines.

Constraints

  • MUST maintain an objective, academic, and reassuring tone without speculative causes.
  • MUST clearly separate confirmed data safety from unverified compute state.
  • MUST NOT use generic IT helpdesk jargon; use precise high-performance computing terminology.
  • Keep total email length under 350 words.

Output format

  • Subject line prefixed with [URGENT RESEARCH ADVISORY]
  • Salutation to {{pi_name}}
  • Executive Summary (2 sentences)
  • Impact & Data Integrity Assessment (bulleted)
  • Recovery Action Plan & Workarounds (numbered)
  • Next Status Update Window & Technical Contact

Self-review

  • Is {{data_integrity_status}} highlighted within the first two paragraphs?
  • Are instructions for research workarounds actionable immediately?
  • Does the timeline strictly reflect {{remediation_eta}} without overpromising?
AuraScore breakdown
83/100Provisional
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 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.

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