microsoft/hve-core
Publicmirrored from https://github.com/microsoft/hve-coreAvailable
plugins/data-science/README.md
56lines · modecode
| 1 | <!-- markdownlint-disable-file --> |
| 2 | # Data Science |
| 3 | |
| 4 | Data specification generation, Jupyter notebooks, and Streamlit dashboards |
| 5 | |
| 6 | ## Install |
| 7 | |
| 8 | ```bash |
| 9 | copilot plugin install data-science@hve-core |
| 10 | ``` |
| 11 | |
| 12 | ## Agents |
| 13 | |
| 14 | | Agent | Description | |
| 15 | |--------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| |
| 16 | | gen-data-spec | Generate comprehensive data dictionaries, machine-readable data profiles, and objective summaries for downstream analysis (EDA notebooks, dashboards) through guided discovery | |
| 17 | | gen-jupyter-notebook | Create structured exploratory data analysis Jupyter notebooks from available data sources and generated data dictionaries | |
| 18 | | gen-streamlit-dashboard | Develop a multi-page Streamlit dashboard | |
| 19 | | test-streamlit-dashboard | Automated testing for Streamlit dashboards using Playwright with issue tracking and reporting | |
| 20 | | rpi-agent | Autonomous RPI orchestrator dispatching task-* agents through Research → Plan → Implement → Review → Discover phases - Brought to you by microsoft/hve-core | |
| 21 | | task-researcher | Task research specialist for comprehensive project analysis - Brought to you by microsoft/hve-core | |
| 22 | | task-planner | Implementation planner for creating actionable implementation plans - Brought to you by microsoft/hve-core | |
| 23 | | task-implementor | Executes implementation plans from .copilot-tracking/plans with progressive tracking and change records | |
| 24 | | task-reviewer | Reviews completed implementation work for accuracy, completeness, and convention compliance - Brought to you by microsoft/hve-core | |
| 25 | | memory | Conversation memory persistence for session continuity - Brought to you by microsoft/hve-core | |
| 26 | | prompt-builder | Prompt engineering assistant with phase-based workflow for creating and validating prompts, agents, and instructions files - Brought to you by microsoft/hve-core | |
| 27 | |
| 28 | ## Commands |
| 29 | |
| 30 | | Command | Description | |
| 31 | |-----------------|------------------------------------------------------------------------------------------------------------------------------| |
| 32 | | rpi | Autonomous Research-Plan-Implement-Review-Discover workflow for completing tasks - Brought to you by microsoft/hve-core | |
| 33 | | task-research | Initiates research for implementation planning based on user requirements - Brought to you by microsoft/hve-core | |
| 34 | | task-plan | Initiates implementation planning based on user context or research documents - Brought to you by microsoft/hve-core | |
| 35 | | task-implement | Locates and executes implementation plans using task-implementor mode - Brought to you by microsoft/hve-core | |
| 36 | | task-review | Initiates implementation review based on user context or automatic artifact discovery - Brought to you by microsoft/hve-core | |
| 37 | | checkpoint | Save or restore conversation context using memory files - Brought to you by microsoft/hve-core | |
| 38 | | prompt-analyze | Evaluates prompt engineering artifacts against quality criteria and reports findings - Brought to you by microsoft/hve-core | |
| 39 | | prompt-build | Build or improve prompt engineering artifacts following quality criteria - Brought to you by microsoft/hve-core | |
| 40 | | prompt-refactor | Refactors and cleans up prompt engineering artifacts through iterative improvement - Brought to you by microsoft/hve-core | |
| 41 | |
| 42 | ## Instructions |
| 43 | |
| 44 | | Instruction | Description | |
| 45 | |----------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------| |
| 46 | | writing-style | Required writing style conventions for voice, tone, and language in all markdown content | |
| 47 | | markdown | Required instructions for creating or editing any Markdown (.md) files | |
| 48 | | commit-message | Required instructions for creating all commit messages - Brought to you by microsoft/hve-core | |
| 49 | | prompt-builder | Authoring standards for prompt engineering artifacts including file types, protocol patterns, writing style, and quality criteria - Brought to you by microsoft/hve-core | |
| 50 | | python-script | Instructions for Python scripting implementation - Brought to you by microsoft/hve-core | |
| 51 | | uv-projects | Create and manage Python virtual environments using uv commands | |
| 52 | |
| 53 | --- |
| 54 | |
| 55 | > Source: [microsoft/hve-core](https://github.com/microsoft/hve-core) |
| 56 | |
| 57 | |