@jaccen

fde-industrial-skill structures end-to-end industrial AI deployment from scenario diagnosis through scaled rollout, with emphasis on pain-data-impact triage, data governance, and 6-18 month roi payback targets. covers predictive maintenance, visual inspection, process optimization, energy efficiency, and supply chain scenarios.

cad-mesh-3dgs covers representation conversion between structured (cad, mesh) and neural (3dgs) geometry. includes mesh extraction pipelines (sugar, 2dgs), hybrid methods (mags, unimgs), reverse engineering via brep, and debugging guidance for common geometry issues.

skill provides a structured checklist for 3dgs experiment design covering datasets, baselines, metrics, and ablations. lacks concrete decision logic, trigger phrases, and guidance on when to deviate from templates.

3dgs-code-reviewer catalogs 49+ bug patterns across rendering, training, and domain-specific 3dgs variants, organized as checklists and tables. lacks actionable review procedures, trigger phrases for when to invoke the skill, and integration guidance.

AI-native IP skill: generate patent applications, software copyright materials, or technical disclosures from AI project code/papers/docs, with direct Word a...

Generate CN patent docs (claims, specification, abstract) and software copyright materials from AI/big-data project code or docs. Covers 7 AI domains + big d...

Compare 3D Gaussian Splatting variants across 10+ dimensions. Built-in knowledge of 523+ methods across 24 categories.

Guide for deploying 3DGS from research to production: 10 industry verticals, engineering stack, GIS toolchain solutions, cross-platform deployment, and commo...

Generate publication-quality visualizations for 3DGS research: radar charts, comparison tables, method timelines. Static (PDF/PNG) and interactive (HTML) out...

Read and summarize 3DGS research papers. Extracts method architecture, innovations, experimental results from arXiv or local PDFs. Structured output with tab...

Migrate NeRF-based methods to 3DGS with step-by-step guidance. Analyzes component compatibility, provides code templates, identifies issues. Covers encoding,...

Academic paper writing for 3D vision, computer graphics, CAD, and 3D understanding. Covers NeRF, 3DGS, SLAM, point cloud, 3D shape, CAD modeling. Supports CV...