Can this skill process multiple wells at once?

Yes, the Project class allows you to load and analyze entire directories of LAS files simultaneously, facilitating cross-well statistics and consistency checks.

What is the main benefit of using welly over lasio?

While lasio handles basic LAS reading and writing, welly provides higher-level objects specifically designed for curve processing, project-wide management, and formation tops handling.

Can I export processed well data to other formats?

Yes, the skill supports exporting well data to pandas DataFrames, CSV files, and standardized LAS files for use in other geoscience applications.

Does it support formation tops management?

Absolutely. It allows for the definition, storage, and iteration of formation tops (markers) within the well object, which is critical for stratigraphic analysis.

What types of curve cleaning can Claude perform with this skill?

Claude can use welly to despike noisy data, smooth curves with various windows, normalize values to a 0-1 range, and resample logs to a common depth basis.

Welly Well Data Analysis

Name: Welly Well Data Analysis
Author: SteadfastAsArt

bySteadfastAsArt

•

Ciencia de Datos y ML

Analyzes subsurface well log data and manages multi-well projects using advanced curve processing and formation top tracking.

The Welly skill empowers Claude to perform sophisticated subsurface data analysis by providing a structured framework for handling well logs and formation tops. Built on the lasio library, it extends basic file I/O with high-level objects for single wells and multi-well projects, enabling automated curve cleaning, despiking, smoothing, and resampling. This skill is essential for geoscientists and petrophysicists who need to transform raw LAS files into analysis-ready DataFrames or perform cross-well quality control and correlation workflows efficiently within their AI-assisted coding environment.

Características Principales

01Native integration with pandas DataFrames for downstream analytics

02Formation tops management with depth-basis tracking

03Advanced curve processing including despiking, smoothing, and normalization

04Multi-well project management for regional analysis

0512 GitHub stars

06Comprehensive LAS file metadata extraction and I/O

Casos de Uso

01Automated cleaning and QC of large well log datasets

02Preprocessing petrophysical data for machine learning and inversion models

03Regional formation top analysis and cross-well correlation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add steadfastasart/geoscience-skills welly

For use in Claude.ai and ChatGPT

Download Skill