# Technology Stack Modernization Workspace Hub Compliance

> Sub-skill of technology-stack-modernization: Workspace-Hub Compliance (+2).

- Skill: `vamseeachanta/technology-stack-modernization-workspace-hub-compliance` (Agent Skill)
- Install (CLI): `npx skillmds@latest add vamseeachanta/technology-stack-modernization-workspace-hub-compliance`
- Raw SKILL.md: https://api.skillmd.com/api/skills/vamseeachanta/technology-stack-modernization-workspace-hub-compliance/raw
- Safety review: PASS (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: vamseeachanta (https://skillmd.com/u/vamseeachanta)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/vamseeachanta/technology-stack-modernization-workspace-hub-compliance

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# Workspace-Hub Compliance (+2)

## Workspace-Hub Compliance


1. **Always use UV, never Conda/Poetry**
2. **Always use Plotly, never Matplotlib/Seaborn**
3. **Always use relative paths for CSV data**
4. **Always organize files in directories, never root**
5. **Always use modern Python (3.11+)**

## Migration Safety


1. **Create feature branch for updates:**
   ```bash
   git checkout -b tech-stack-modernization
   ```

2. **Commit frequently with clear messages:**
   ```bash
   git commit -m "Update pandas 1.5 → 2.0 (breaking changes addressed)"
   git commit -m "Replace matplotlib with plotly (workspace-hub compliance)"
   ```

*See sub-skills for full details.*

## Performance Considerations


1. **Python 3.11+ gives 10-25% speed boost** (no code changes)
2. **UV is 10-100x faster** than pip for environment setup
3. **Plotly HTML can be large** - use CDN mode: `include_plotlyjs='cdn'`
4. **Ruff is 10-100x faster** than Black+isort+flake8 combined