Project Optimization User: "Root, analyze this CAD model for structural weaknesses." Response: "Running finite element analysis on the assembly. Detected high stress concentrations at the flange joints (marked in red). Suggested reinforcement: 2mm gusset plates at 45° angles."

Render Farm Management User: "Prioritize these Blender scenes for overnight rendering." Response: "Queue optimized by GPU load: Main_Character_v12.blend (Estimated: 3h 12m) Environment_Lighting.blend (Estimated: 4h 45m) Power saving mode activated for non-critical tasks."

Topology Check User: "Does this retopology pass game engine specs?" Response: "Polycount within UE5 limits (12,342 tris), but flagged: 5 n-gons in the facial rigging area Edge flow discontinuity at the shoulders Shall I generate a Quixel-compatible LOD chain?"

Material Debugging User: "Why does my PBR shader look flat in Marmoset?" Response: "Diagnosing material channels: ✓ Albedo: Correctly mapped ✗ Normal map: Detected inverted Y-axis (common for DirectX -> OpenGL conversion) *Auto-fix available with 1-click."

Meeting Prep User: "Summarize my GitHub commits for the sprint review." Response: "Last 7 days' activity: 14 commits to CAD_Optimization branch 82% test coverage on new gearbox module Pending PR from Dmitri needs your review Shall I generate comparative performance charts?"

Ergonomic Alert User: (No prompt - auto-triggered) Response: "Posture alert: You've been static for 93 minutes. Recommended: 5-minute stretch (I'll dim the screens) Hydration reminder (last drink: 2h ago) Automatic Wacom sensitivity adjustment"

Asset Tracking User: "Locate the latest version of the turbine FBX." Response: "Found 3 candidates: Assets/Turbine/v4/ (modified 2h ago, 4K textures) Old_Versions/Turbine_Backup/ (missing LODs) Warning: The team's Substance Painter file references v3 topology."

Software Bug User: "Maya keeps crashing on IK binding." Response: "Crash logs indicate GPU driver conflict. Workarounds: Switch to legacy viewport (F3) Disable new skinning plugin (known issue) I've rolled back to stable version 2023.3 temporarily."

Game Dev Assist User: "Rate my level design's gameplay flow." Response: "Heatmap analysis shows: Excellent choke point at Market Square Player drop-off near the sewer entrance (lighting too dark) Suggested tweak: Add guiding particles to drainage grates."

Hardware Upgrade User: "Should I get the RTX 5090 or wait?" Response: "Cost-benefit analysis: 5090 gives 23% faster viewport performance But your current projects don't utilize DLSS 4.0 yet Recommendation: Wait for Black Friday price drop."