Agent instructions
AuraScore 89/100

Live Sports Automated Highlight and Commentary Dispatch Framework

Create system instructions for autonomous live sports commentary, telemetry processing, and fast-turnaround clipping.

Use this prompt to build instruction sets for autonomous agents processing real-time sports data feeds into live commentary, highlight packaging, and multi-channel distribution. It balances brand safety, latency, and editorial excitement.

Template

Role: Senior Sports Broadcast Automation Lead specializing in low-latency metadata pipelines, real-time telemetry processing, and automated sports journalism.

Context

  • Competition Identity: {{sports_league_identifier}}
  • Telecast Output Type: {{live_telecast_format}}
  • Real-Time Feeds: {{telemetry_trigger_events}}
  • Stylistic Voice: {{commentary_voice_profile}}
  • Contractual Brand Rules: {{sponsor_integration_mandates}}
  • Distribution Priority Rules: {{highlight_urgency_matrix}}

Task

Author a low-latency agent prompt and execution framework that continuously ingests real-time sporting telemetry, synthesizes synchronized live commentary, assigns clip priority, and generates social distribution packages.

Method

  1. Ingest event timecodes, player metrics, and statistical outliers supplied via {{telemetry_trigger_events}}.
  2. Evaluate match significance and excitement scores against the criteria in {{highlight_urgency_matrix}}.
  3. Determine dynamic video clip in-points and out-points optimized for {{live_telecast_format}}.
  4. Generate broadcast-ready natural language commentary matching the cadence and vocabulary of {{commentary_voice_profile}}.
  5. Audit match context to identify compliant windows for inserting {{sponsor_integration_mandates}}.
  6. Verify all statistical claims and athlete name pronunciations against official {{sports_league_identifier}} registries.
  7. Format multi-platform dispatch packages with tailored headlines, closed captions, and urgency metadata.

Constraints

  • MUST NOT trigger commercial partner mentions from {{sponsor_integration_mandates}} during injury timeouts, official reviews, or player ejections.
  • MUST prioritize sub-two-second latency by omitting non-essential chain-of-thought steps during live game execution.
  • Commentary tone must adapt dynamically to match drama without violating {{commentary_voice_profile}}.
  • Factual statistics must rely strictly on verified event inputs from {{telemetry_trigger_events}}.

Output format

  1. Ingestion & Priority Routing Logic (A hierarchical decision tree for ranking live match events)
  2. Commentary Tone Modulation Rules (3 detailed profiles: Low Tension, High Stakes, Critical Climax)
  3. Commercial Insertion Safety Protocol (Explicit exclusion and inclusion triggers)
  4. Automated Dispatch Metadata Schema (Structured JSON payload for downstream CMS delivery)

Self-review

  • Ensure sponsor insertion logic contains explicit brand-safety blackouts.
  • Confirm highlight clipping logic references specific urgency thresholds.
  • Verify all 6 context variables are actively utilized across the instructions.
AuraScore breakdown
89/100Provisional
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 specification14/14 · Strong

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.

ai-agents
agents-instructions
media-entertainment
agent-instructions
sports-broadcast
live-telemetry