Library · Developer · general · STRUCTURED
Personalized Technical Intelligence Briefing for Edge AI in Defense
{ "opening": "${bibleVerse}", "criticalIntelligence": [ { "headline": "${headline1}", "source": "${sourceLink1}", "technicalSummary": "${technicalSummary1}", "relevanc…
Prompt text
How it works
Conceptual workflow
Derived from this prompt's instructions: adopt Personalized Technical Intelligence Briefing for Edge AI in Defense, then return a single reply. This is a map of the text, not a live model execution. For compile, eval, constrain, and search loops, see prompt engineering.
vcp · prompts/personalized-technical-intelligence-briefing-for-edge-ai-in-defense
run@once
- receive
- bind
- role
- execute
- output
Stage 1 / 5 · receive
Receive the user turn
The user sends a task, command, or line of dialogue. That text is the only new input for this turn.
Artifact · user-turn.txt
User input
pwd
Rule in force
This turn’s input is the only new information.
Visible reply
(waiting — role not adopted yet)
Illustration · not a live model run
Prompt evidence
{
"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
}
}Conceptual workflow · 4.5s / stage · 1/5