astronomy-physics
129
wind-site-assessment
Assess wind energy potential and perform site analysis using atmospheric science calculations.
InternScience
research
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astronomy-physics
124
date-calculator
Calculate medical date windows including gestational age, estimated delivery dates, and follow-up visit scheduling. Produces structured JSON output for clinical research and trial coordination workflows.
aipoch
research
astronomy-physics
124
cosmic-database
Access COSMIC to download mutation datasets, query Cancer Gene Census, and retrieve mutational signatures when your genomic analysis requires curated somatic mutation resources.
aipoch
research
astronomy-physics
124
volcano-plot-script
Generate R/Python code for volcano plots from DEG (Differentially Expressed Genes) analysis results. Triggered when user needs visualization of gene expression data, p-value vs fold-change scatter plots, publication-ready figures for bioinformatics analysis.
aipoch
research
astronomy-physics
113
antigravity-mcp
Use when Antigravity MCP is available locally and you want to query workspaces, check quota, run lightweight Antigravity asks, or generate images through the local antigravity-mcp-server.
NeverSight
research
astronomy-physics
112
weather-forecast
Get current weather and forecast for any location worldwide
IBM
research
astronomy-physics
105
ioc-extraction
Extract, classify, deduplicate, and enrich IOCs from investigation artifacts; map to STIX 2.1 observables
jmagly
research
astronomy-physics
93
flowio-flow-cytometry
Parse and create FCS (Flow Cytometry Standard) files v2.0-3.1. Read event data as NumPy arrays, extract channel metadata, handle multi-dataset files, export to CSV/FCS. For advanced gating and compensation use FlowKit.
jaechang-hits
research
astronomy-physics
93
scikit-image-processing
Python image processing library for scientific microscopy and bioimage analysis. Read/write multi-format images, apply filters (Gaussian, median, LoG), segment objects (thresholding, watershed, active contours), measure region properties (area, intensity, shape), and detect features. Part of the SciPy ecosystem; integrates with NumPy arrays. Use OpenCV instead for real-time video processing; use CellPose for deep-learning cell segmentation; use napari for interactive visualization.
jaechang-hits
research
astronomy-physics
93
geopandas-geospatial
Python library for geospatial vector data analysis extending pandas with spatial operations. Covers reading/writing spatial formats (Shapefile, GeoJSON, GeoPackage, Parquet, PostGIS), coordinate reference systems, geometric operations (buffer, simplify, centroid, affine transforms), spatial analysis (joins, overlays, dissolve, clipping, distance), and visualization (choropleth, interactive maps, basemaps). Use when working with geographic data for spatial joins, overlay operations, coordinate transformations, area/distance calculations, or map creation.
jaechang-hits
research
astronomy-physics
93
astropy-astronomy
Core Python library for astronomy and astrophysics. Units & quantities with dimensional analysis, celestial coordinate transformations (ICRS/Galactic/AltAz/FK5), FITS file handling, table operations (FITS/HDF5/VOTable/CSV), cosmological calculations (Planck18, distance/age/volume), precise time handling (UTC/TAI/TT/TDB, Julian dates, barycentric corrections), WCS pixel-world mapping, model fitting, image visualization. For general data tables use pandas/polars; for radio astronomy interferometry use CASA.
jaechang-hits
research
astronomy-physics
91
stars-we-prefer
Our preferred stars for celestial navigation and astronomical reference
block
research
astronomy-physics
89
co2-carbon-footprint
Calculate CO2 emissions and carbon footprint from BIM model data. Analyze embodied carbon by material, element, and building system.
datadrivenconstruction
research
astronomy-physics
89
cwicr-takeoff-helper
Assist with quantity takeoff using CWICR data. Calculate quantities from dimensions, apply waste factors, and suggest related work items.
datadrivenconstruction
research
astronomy-physics
89
cwicr-unit-converter
Convert between construction measurement units. Handle metric/imperial conversion, area/volume calculations, and unit normalization for CWICR data.
datadrivenconstruction
research
astronomy-physics
89
image-to-data
Extract data from construction images using AI Vision. Analyze site photos, scanned documents, drawings.
datadrivenconstruction
research
astronomy-physics
89
drone-site-survey
Process drone survey data for construction sites. Generate orthomosaics, DEMs, point clouds, calculate volumes, track progress, and integrate with BIM models for comparison.
datadrivenconstruction
research
astronomy-physics
89
equipment-telematics
Integrate and analyze telematics data from heavy construction equipment. Track location, utilization, fuel consumption, maintenance needs, and operator behavior.
datadrivenconstruction
research
astronomy-physics
88
color-theory-palette-harmony-expert
Expert in color theory, palette harmony, and perceptual color science for computational photo composition. Specializes in earth-mover distance optimization, warm/cool alternation, diversity-aware palette selection, and hue-based photo sequencing. Activate on "color palette", "color harmony", "warm cool", "earth mover distance", "Wasserstein", "LAB space", "hue sorted", "palette matching". NOT for basic RGB manipulation (use standard image processing), single-photo color grading (use native-app-designer), UI color schemes (use vaporwave-glassomorphic-ui-designer), or color blindness simulation (accessibility specialists).
curiositech
research
astronomy-physics
88
geospatial-data-pipeline
Process, analyze, and visualize geospatial data at scale. Handles drone imagery, GPS tracks, GeoJSON optimization, coordinate transformations, and tile generation. Use for mapping apps, drone data processing, location-based services. Activate on "geospatial", "GIS", "PostGIS", "GeoJSON", "map tiles", "coordinate systems". NOT for simple address validation, basic distance calculations, or static map embeds.
curiositech
research