Cross-domain bridges: CAD/Mesh-3DGS conversion, spatial intelligence agent, articulated object reasoning, NeRF-to-3DGS migration, patent/IP documentation, MCP-driven 3DGS rendering and sculpting, ontology-grounded scene representation, super-agent & multi-agent orchestration
19 skills
Engineering cycle: 104-pattern code review, 60+ runtime training failure debugging (OOM/NaN/divergence), compression & streaming deployment, publication-quality charts, research-to-production guide
19 skills
Research cycle: read 3DGS papers, compare methods across 11 dimensions, plan CVPR/ICCV/SIGGRAPH experiments, write and review papers with the 955-method knowledge base, and run the nine-role research expert team (idea evaluation, innovation mining, simulated review, polishing, AIGC-trace hygiene, venue compliance, experiment design & analysis)
19 skills