Skills Matrix
Where each skill appears
"Primary" marks projects with substantive code, tests, and evaluation artifacts. "Supporting" marks a narrower baseline or interface exercise.
| Skill | Primary project | Supporting project | Limits |
|---|---|---|---|
| RAG and retrieval evaluation | AEC RAG | Deterministic Research Workflow | Local baselines; public-source currency is not certified. |
| FastAPI service contracts | AEC RAG | Communication and Specification Assistant, QS Workbench | Fail-closed local interfaces; no external deployment evidence. |
| Durable telemetry and service objectives | AEC RAG | Local Model Serving and Monitoring | Bounded local SQLite and one in-process workload; no network load, uptime, or capacity claim. |
| Embodied-agent simulation | Construction Embodied Agent Simulator | Grid Route Planner, Telemetry Safety Rule Monitor | Engineered, semantic-raster, egocentric-state, and rendered-RGB imitation with appearance shift; no physical-camera, foundation-VLA, or hardware evidence. |
| Computational geometry | Constraint-Aware Massing Explorer | QS Takeoff Workbench | Rectangular proxy schemas; no CAD/BIM kernel or professional design. |
| Requirements and approvals | Communication and Specification Assistant | AEC integration contract | Deterministic phrase grammar and local role strings; no authenticated authority. |
| Quantity and cost provenance | QS Takeoff Workbench | AEC integration contract | Synthetic rates and bounded vector geometry; not professional QS output. |
| Cross-project contracts | AEC design-to-cost integration | Specification, Massing, and QS interfaces | One synthetic fixture; no professional-tool interoperability claim. |
| Classical model training | Local Text Classification Lab | Local Model Monitoring, Energy ML | Small datasets; no transformer training. |
| Tool workflows | Deterministic Research Workflow | BIM Schedule Rule Checker | Rule-based default planning, no autonomous web access. |
| Model serving and monitoring | Local Model Serving and Monitoring | AEC RAG service telemetry | Local SQLite and synthetic drift simulation. |
| Visual provider contracts | Visual Provider Contract | Mock mode returns zero confidence and no semantic detections; no local visual model. | |
| Testing and reproducibility | Repository verification suite | Project, integration rejection, and artifact drift tests | Local verification is the primary evidence. |