Skills for Real Engineers. Straight from my .agents directory.
astropy
Agent skill fromK-Dense-AI/scientific-agent-skills
Core Python library for astronomy and astrophysics workflows that need Astropy APIs, including units/quantities, coordinates, FITS I/O, tables, time systems, WCS, and cosmology. Use when implementing or debugging astronomical data analysis code with Astropy.
How to install astropy
npx skills add K-Dense-AI/scientific-agent-skills# or add only this skill to Claude Code: copy the folder
skills/astropy/
# into
~/.claude/skills/astropy/ (all projects)
.claude/skills/astropy/ (one project)
1# Astropy23## Overview45Astropy is the core Python package for astronomy, providing essential functionality for astronomical research and data analysis. Use astropy for coordinate transformations, unit and quantity calculations, FITS file operations, cosmological calculations, precise time handling, tabular data manipulation, and astronomical image processing.67## When to Use This Skill89Use astropy when tasks involve:10- Converting between celestial coordinate systems (ICRS, Galactic, FK5, AltAz, etc.)11- Working with physical units and quantities (converting Jy to mJy, parsecs to km, etc.)12- Reading, writing, or manipulating FITS files (images or tables)13- Cosmological calculations (luminosity distance, lookback time, Hubble parameter)14- Precise time handling with different time scales (UTC, TAI, TT, TDB) and formats (JD, MJD, ISO)15- Table operations (reading catalogs, cross-matching, filtering, joining)16- WCS transformations between pixel and world coordinates17- Astronomical constants and calculations1819## Quick Start2021Targets Astropy 8.0.1. Numerical and small synthetic file examples were executed;22blocks using observation/catalog filenames, online services or a GUI are illustrative23and require those inputs. See [review evidence and sources](references/review.md).2425```python26import astropy.units as u27from astropy.coordinates import SkyCoord28from astropy.time import Time29from astropy.io import fits30from astropy.table import Table31from astropy.cosmology import Planck1832…
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