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Reusable instructions for compatible AI agents.
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EcoLobster energy advisor: save 30-701% wasted GPU energy. RTX 5090 five-precision benchmarks (FP16/FP8/NF4/INT8-mixed/INT8-pure), 113+ measurements, dollar-cost and CO2 estimation, automatic energy trap detection.
Systematic architectural thinking for irreplaceable human capabilities - domain modeling, systems thinking, constraint navigation, and AI-aware problem decomposition. Use proactively when detecting architectural decisions, system design discussions, or multi-component planning.
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