Skill for building with the Astro web framework. Helps create Astro components and pages, configure SSR adapters, set up content collections, deploy static sites, and manage project structure and CLI commands. Use when the user needs to work with Astro, mentions .astro files, asks about static site generation (SSG), islands architecture, content collections, or deploying an Astro project.
Project conventions and architecture for this Astro site (tylerbutler.com)
Fetch Open-Meteo Historical Weather API time-window data for weather and shallow-soil variables with retries, throttling, detailed logs, and transport/structure validation. Use when tasks need deterministic physical-world context for ecology or environmental verification, such as checking historical temperature, precipitation, wind, humidity, FAO evapotranspiration, soil temperature, or soil moisture for one or more coordinates in a specified date range.
Provides Astro/Starlight implementation patterns, best practices, and critical rules with tiered context loading
Process, transform, and analyze images using common operations
Analyze live weather station integrations, validate data sources, and identify spots missing live conditions
Import RAO (Response Amplitude Operator) data from external sources including AQWA, OrcaFlex, and CSV files. Includes validation, interpolation, and conversion for OrcaFlex vessel type creation.
Use when "scientific computing", "astronomy", "astropy", "bioinformatics", "biopython", "symbolic math", "sympy", "statistics", "statsmodels", "scientific Python"
CesiumJS primitives and geometry - Primitive, GeometryInstance, Appearance, Billboard/Label/PointPrimitive collections, built-in geometry shapes, ground primitives, classification. Use when rendering performance-critical static geometry, creating custom shapes, batching draw calls, or using low-level billboard, label, and point collections.
CesiumJS 3D Tiles - Cesium3DTileset, styling, metadata, feature picking, voxels, point clouds, I3S, Gaussian splats, clipping planes and polygons. Use when loading 3D Tiles tilesets, styling building features, querying metadata properties, working with voxels or point clouds, or clipping spatial data.
使用 TransBigData 库进行地理数据栅格化处理。适用于将GPS轨迹数据映射到栅格、生成矩形/三角形/六边形栅格、Geohash编码、栅格参数优化等空间数据分析任务。
Estimate monthly cloud costs from infrastructure and application files.
使用 TransBigData 进行坐标系转换和距离计算。适用于 WGS84、GCJ02、BD09 坐标系互转，以及两点间距离计算。
Predicts crop yields using satellite imagery, weather data, and historical production records
Evaluate potential cell tower locations based on coverage, demographics, and regulations
Estimate shipping costs across carriers with dimensional weight and zone calculations
Geracao de imagens humanizadas via Google AI Studio (Gemini). Fotos realistas estilo influencer ou educacional com iluminacao natural e imperfeicoes sutis.
Expert performance engineer specializing in modern observability,
Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological calculations, time systems, tables, world coordinate systems (WCS), and...
Use when performing spatial analysis on vector data: buffering, clipping, intersecting, dissolving, or joining layers. Prevents geometry operation failures from NULL geometries and wrong CRS combinations. Covers spatial queries, overlay operations, attribute/spatial joins, field calculations, and vector output. Keywords: vector analysis, buffer, clip, intersect, dissolve, spatial join, overlay, QgsGeometry, QgsVectorFileWriter, find nearby, within distance, overlap analysis, combine layers.
Use when diagnosing CRS/projection errors, coordinate mismatches, or datum transformation issues. Prevents silent data corruption from wrong CRS assignment and coordinate order confusion. Covers wrong EPSG selection, lat/lon vs lon/lat, datum warnings, on-the-fly reprojection pitfalls, and fix patterns. Keywords: CRS error, projection error, wrong EPSG, coordinate mismatch, datum transformation, lat lon order, reprojection, layer in wrong place, coordinates swapped.
