Perform various data analysis on SEC 13-F and obtain some insights of fund activities such as number of holdings, AUM, and change of holdings between two quarters.
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Use when extracting plan-view architectural geometry from DXF files with semantic CAD layers, especially when outputs must normalize rooms, doors, fixtures, clearances, and grab bars into machine-checkable JSON.
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Use this skill for 2D architectural DXF plans where the CAD file is the authoritative source. Treat screenshots as orientation only.
ezdxf.readfile(...) and inspect modelspace entities grouped by entity.dxf.layer.LINE and lightweight/polyline vertices for wall, door, fixture, clearance, and grab-bar outlines.CIRCLE center/radius for turning circles or circular fixture details.ARC and SPLINE extents only after checking whether they are visible fixture geometry or control geometry.WALL lines for the left, right, and top edges and the lower door-wall plane for the door side, not a short raised wall return above the threshold. If multiple horizontal wall bands appear above the fixtures, choose the lower continuous interior wall line that bounds the main fixture zone shared by the toilet, lavatory, and tub, not an upper service or wall band above that usable floor area. Document the derivation in the inventory notes. Do not use the outer wall envelope, a wall-centerline shell, the clearance polyline, or the fixture envelope as the reported room polygon.id, type, and a plan-view bounding box.D1, WC1, LAV1, TUB1, GB_SIDE, and GB_REAR when the drawing has one obvious instance of each.unit field when the schema allows it.ezdxf.readfile(input_path) to preserve the original drawing context, then add repaired geometry before saving a new DXF.doc.layers.add(...).LWPOLYLINE entities for room and fixture boundaries, LINE entities for grab bars and door opening segments, and CIRCLE entities for turning spaces.doc.saveas(output_path) and keep the repaired DXF geometry consistent with the repaired JSON layout.REPAIR-* layers or from the synchronized repaired JSON layout. Simple raster previews are sufficient for human orientation.还没有评价。欢迎分享你的使用感受。
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Perform various data analysis on SEC 13-F and obtain some insights of fund activities such as number of holdings, AUM, and change of holdings between two quarters.
中文简介正在准备中。当前显示原文说明。
AC branch pi-model power flow equations (P/Q and |S|) with transformer tap ratio and phase shift, matching `acopf-math-model.md` and MATPOWER branch fields. Use when computing branch flows in either direction, aggregating bus injections for nodal balance, checking MVA (rateA) limits, computing branch loading %, or debugging sign/units issues in AC power flow.
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Redact text from PDF documents for blind review anonymization
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Use when checking simplified ADA-derived plan-view bathroom accessibility constraints such as turning space, door clear width, toilet centerline, grab bars, and lavatory knee/toe clearance.
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Analyze failed GitHub Action jobs for a pull request.
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Implement paper-defined attention variants by extracting mechanism invariants, mapping tensor shapes, preserving module interfaces, validating numerical behavior, and integrating the custom attention into an existing transformer stack.
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