microsoft/hve-core
Publicmirrored from https://github.com/microsoft/hve-coreAvailable
plugins/data-science/README.md
71lines · 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 running specialized subagents 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 - Brought to you by microsoft/hve-core | |
| 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 | | pr-review | Comprehensive Pull Request review assistant ensuring code quality, security, and convention compliance - Brought to you by microsoft/hve-core | |
| 27 | | 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 | |
| 28 | | rpi-validator | Validates a Changes Log against the Implementation Plan, Planning Log, and Research Documents for a specific plan phase - Brought to you by microsoft/hve-core | |
| 29 | | implementation-validator | Validates implementation quality against architectural requirements, design principles, and code standards with severity-graded findings - Brought to you by microsoft/hve-core | |
| 30 | | plan-validator | Validates implementation plans against research documents, updating the Planning Log Discrepancy Log section with severity-graded findings - Brought to you by microsoft/hve-core | |
| 31 | | researcher-subagent | Research subagent using search tools, read tools, fetch web page, github repo, and mcp tools | |
| 32 | | phase-implementor | Executes a single implementation phase from a plan with full codebase access and change tracking - Brought to you by microsoft/hve-core | |
| 33 | | prompt-evaluator | Evaluates prompt execution results against Prompt Quality Criteria with severity-graded findings and categorized remediation guidance | |
| 34 | | prompt-tester | Tests prompt files by following them literally in a sandbox environment when creating or improving prompts, instructions, agents, or skills without improving or interpreting beyond face value | |
| 35 | | prompt-updater | Modifies or creates prompts, instructions or rules, agents, skills following prompt engineering conventions and standards based on prompt evaluation and research | |
| 36 | |
| 37 | ## Commands |
| 38 | |
| 39 | | Command | Description | |
| 40 | |--------------------|------------------------------------------------------------------------------------------------------------------------------| |
| 41 | | rpi | Autonomous Research-Plan-Implement-Review-Discover workflow for completing tasks - Brought to you by microsoft/hve-core | |
| 42 | | task-research | Initiates research for implementation planning based on user requirements - Brought to you by microsoft/hve-core | |
| 43 | | task-plan | Initiates implementation planning based on user context or research documents - Brought to you by microsoft/hve-core | |
| 44 | | task-implement | Locates and executes implementation plans using task-implementor - Brought to you by microsoft/hve-core | |
| 45 | | task-review | Initiates implementation review based on user context or automatic artifact discovery - Brought to you by microsoft/hve-core | |
| 46 | | checkpoint | Save or restore conversation context using memory files - Brought to you by microsoft/hve-core | |
| 47 | | git-commit-message | Generates a commit message following the commit-message.instructions.md rules based on all changes in the branch | |
| 48 | | git-commit | Stages all changes, generates a conventional commit message, shows it to the user, and commits using only git add/commit | |
| 49 | | git-merge | Coordinate Git merge, rebase, and rebase --onto workflows with consistent conflict handling. | |
| 50 | | git-setup | Interactive, verification-first Git configuration assistant (non-destructive) | |
| 51 | | pull-request | Provides prompt instructions for pull request (PR) generation - Brought to you by microsoft/edge-ai | |
| 52 | | prompt-analyze | Evaluates prompt engineering artifacts against quality criteria and reports findings - Brought to you by microsoft/hve-core | |
| 53 | | prompt-build | Build or improve prompt engineering artifacts following quality criteria - Brought to you by microsoft/hve-core | |
| 54 | | prompt-refactor | Refactors and cleans up prompt engineering artifacts through iterative improvement - Brought to you by microsoft/hve-core | |
| 55 | |
| 56 | ## Instructions |
| 57 | |
| 58 | | Instruction | Description | |
| 59 | |----------------|----------------------------------------------------------------------------------------------------------------| |
| 60 | | writing-style | Required writing style conventions for voice, tone, and language in all markdown content | |
| 61 | | markdown | Required instructions for creating or editing any Markdown (.md) files | |
| 62 | | commit-message | Required instructions for creating all commit messages - Brought to you by microsoft/hve-core | |
| 63 | | prompt-builder | Authoring standards for prompt engineering artifacts including prompts, agents, instructions, and skills | |
| 64 | | git-merge | Required protocol for Git merge, rebase, and rebase --onto workflows with conflict handling and stop controls. | |
| 65 | | python-script | Instructions for Python scripting implementation - Brought to you by microsoft/hve-core | |
| 66 | | uv-projects | Create and manage Python virtual environments using uv commands | |
| 67 | |
| 68 | --- |
| 69 | |
| 70 | > Source: [microsoft/hve-core](https://github.com/microsoft/hve-core) |
| 71 | |
| 72 | |