microsoft/hve-core
Publicmirrored fromhttps://github.com/microsoft/hve-coreAvailable
plugins/data-science/README.md
43lines · modecode
| 1 | <!-- markdownlint-disable-file --> |
| 2 | # Data Science |
| 3 | |
| 4 | Data specification generation, Jupyter notebooks, and Streamlit dashboards |
| 5 | |
| 6 | ## Overview |
| 7 | |
| 8 | Generate data specifications, Jupyter notebooks, and Streamlit dashboards from natural language descriptions. This collection includes specialized agents for data science workflows in Python. |
| 9 | |
| 10 | This collection includes agents for: |
| 11 | |
| 12 | - **Data Specification Generation** — Create structured data schemas and specifications from requirements |
| 13 | - **Jupyter Notebook Generation** — Build data analysis notebooks with visualizations and documentation |
| 14 | - **Streamlit Dashboard Generation** — Create interactive dashboards from data sources |
| 15 | - **Dashboard Testing** — Comprehensive test suites for Streamlit applications |
| 16 | |
| 17 | ## Install |
| 18 | |
| 19 | ```bash |
| 20 | copilot plugin install data-science@hve-core |
| 21 | ``` |
| 22 | |
| 23 | ## Agents |
| 24 | |
| 25 | | Agent | Description | |
| 26 | |--------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| |
| 27 | | gen-data-spec | Generate comprehensive data dictionaries, machine-readable data profiles, and objective summaries for downstream analysis (EDA notebooks, dashboards) through guided discovery | |
| 28 | | gen-jupyter-notebook | Create structured exploratory data analysis Jupyter notebooks from available data sources and generated data dictionaries | |
| 29 | | gen-streamlit-dashboard | Develop a multi-page Streamlit dashboard | |
| 30 | | test-streamlit-dashboard | Automated testing for Streamlit dashboards using Playwright with issue tracking and reporting | |
| 31 | |
| 32 | ## Instructions |
| 33 | |
| 34 | | Instruction | Description | |
| 35 | |-------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| |
| 36 | | python-script | Instructions for Python scripting implementation - Brought to you by microsoft/hve-core | |
| 37 | | uv-projects | Create and manage Python virtual environments using uv commands | |
| 38 | | hve-core-location | Important: hve-core is the repository containing this instruction file; Guidance: if a referenced prompt, instructions, agent, or script is missing in the current directory, fall back to this hve-core location by walking up this file's directory tree. | |
| 39 | |
| 40 | --- |
| 41 | |
| 42 | > Source: [microsoft/hve-core](https://github.com/microsoft/hve-core) |
| 43 | |
| 44 | |