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Prompts Defense AI Intelligence Report Generator

analyst research template risk: medium

Defense AI Intelligence Report Generator

The prompt is a JSON template for generating a structured intelligence briefing that starts with a Bible verse, includes critical intelligence items with headlines, sources, summar…

  • Policy sensitive
  • Human review

PROMPT 

{
  "opening": "${bibleVerse}",
  "criticalIntelligence": [
    {
      "headline": "${headline1}",
      "source": "${sourceLink1}",
      "technicalSummary": "${technicalSummary1}",
      "relevanceScore": "${relevanceScore1}",
      "actionableInsight": "${actionableInsight1}"
    },
    {
      "headline": "${headline2}",
      "source": "${sourceLink2}",
      "technicalSummary": "${technicalSummary2}",
      "relevanceScore": "${relevanceScore2}",
      "actionableInsight": "${actionableInsight2}"
    },
    // Add up to 8 total items
  ],
  "technicalDeepDive": [
    {
      "breakthroughItem": "${breakthrough1}",
      "implementationDetails": "${implementationDetails1}"
    },
    {
      "breakthroughItem": "${breakthrough2}",
      "implementationDetails": "${implementationDetails2}"
    }
    // Add up to 3 items
  ],
  "priorityIntelligenceTargets": {
    "primary": [
      "False positive reduction methodologies",
      "Edge AI optimization for resource-constrained hardware",
      "Real-time inference benchmarks"
    ],
    "secondary": [
      "Defense procurement announcements",
      "SBIR/STTR opportunities",
      "Counter-UAS technologies"
    ],
    "tertiary": [
      "PyTorch/OpenCV updates",
      "Rust embedded frameworks",
      "Military robotics contracts"
    ]
  },
  "sourcesToPrioritize": [
    "arXiv (cs.CV, cs.RO, cs.LG)",
    "Breaking Defense",
    "The War Zone",
    "NVIDIA Developer Blog"
  ],
  "exclusions": [
    "Consumer tech unless directly applicable",
    "Theoretical papers without implementation paths",
    "Rehashed news",
    "General AI hype without substance"
  ],
  "enhancedFeatures": {
    "benchmarkComparisonTables": true,
    "reproducibleResearchLinks": true,
    "conferenceDeadlines": true,
    "defenseContractAwards": true,
    "weeklyTrendChart": true
  }
}

EXPECTED OUTPUT

Format
json
Schema
json_schema · opening, criticalIntelligence, technicalDeepDive, priorityIntelligenceTargets, sourcesToPrioritize, exclusions, enhancedFeatures
Constraints
  • valid JSON only
  • up to 8 criticalIntelligence items
  • up to 3 technicalDeepDive items
  • include relevanceScore as number
  • populate all placeholders with relevant content

CAVEATS

Missing context
  • Time frame for sourcing intelligence (e.g., 'last 7 days')
  • Criteria for populating placeholders (e.g., search instructions, relevance thresholds)
  • Definition of fields like 'actionableInsight' or 'technicalSummary'
  • How to generate 'weeklyTrendChart' or other enhancedFeatures
Ambiguities
  • No explicit task instruction (e.g., 'Fill this template with latest news')
  • Unclear purpose or selection criteria for '${bibleVerse}'
  • Format of '${relevanceScore}' not defined (e.g., scale?)
  • 'Add up to 8 total items' and 'Add up to 3 items' lacks precision on minimum or selection rules

QUALITY

OVERALL
0.70
CLARITY
0.85
SPECIFICITY
0.65
REUSABILITY
0.95
COMPLETENESS
0.55

IMPROVEMENT SUGGESTIONS

  • Prepend a clear instruction: 'Output a JSON object exactly matching this structure for a weekly intelligence report. Populate placeholders by searching prioritized sources for the past week, respecting exclusions.'
  • Specify formats: 'relevanceScore: number 0-10 indicating match to priority targets.'
  • Add a 'date' field at top level for the report week.
  • Clarify Bible verse: 'opening: A Bible verse relevant to perseverance/innovation from Proverbs or similar.'

USAGE

Copy the prompt above and paste it into your AI of choice — Claude, ChatGPT, Gemini, or anywhere else you're working. Replace any placeholder sections with your own context, then ask for the output.

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