How do I trigger the vision analysis?

You run the provided vision.py script with the image path and your specific question or analysis prompt as arguments.

What kind of images can the Science Vision skill analyze?

It is optimized for scientific content, including spectral plots, coordinate graphs, and technical diagrams of experimental setups.

Can I extract specific numerical values from a graph?

Yes, you can prompt the skill to identify peak wavelengths, coordinate values, or specific trends shown in a plot image.

Does this skill help with laboratory documentation?

Absolutely. It can describe experimental setups from images, making it easier to generate technical documentation from visual references.

Science Vision

Name: Science Vision
Author: caidish

bycaidish

•

数据科学与机器学习

Analyzes and extracts precise information from scientific figures, plots, and experimental setups.

The Science Vision skill extends Claude's capabilities into the visual domain, specifically tailored for scientific research and data analysis. It allows users to programmatically query images to identify emission lines in spectra, extract numerical values from graphs, and describe complex experimental diagrams. By bridging the gap between visual data and textual analysis, this skill streamlines the workflow for researchers and data scientists who need to process technical figures directly within their development environment.

主要功能

01Seamless integration with Python-based image processing scripts

0226 GitHub stars

03Extract specific data points and values from plotted graphs

04Perform general Q&A on technical and scientific figures

05Identify emission lines and peaks in spectral data images

06Describe complex scientific experimental setups and diagrams

使用场景

01Verifying visual experimental results against theoretical models

02Automating the extraction of data from legacy research paper figures

03Summarizing technical diagrams for documentation and reports

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add caidish/cai-tools vision

For use in Claude.ai and ChatGPT

Download Skill