metocean-visualizer

Create interactive metocean visualizations including time series plots, wave roses, scatter plots, geographic maps, and dashboards. Use for data exploration, reporting, and operational monitoring.

5 stars

Best use case

metocean-visualizer is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Create interactive metocean visualizations including time series plots, wave roses, scatter plots, geographic maps, and dashboards. Use for data exploration, reporting, and operational monitoring.

Teams using metocean-visualizer should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/visualizer/SKILL.md --create-dirs "https://raw.githubusercontent.com/vamseeachanta/workspace-hub/main/.claude/skills/data/energy/metocean/visualizer/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/visualizer/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How metocean-visualizer Compares

Feature / Agentmetocean-visualizerStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Create interactive metocean visualizations including time series plots, wave roses, scatter plots, geographic maps, and dashboards. Use for data exploration, reporting, and operational monitoring.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# Metocean Visualizer

## When to Use This Skill

Use this skill when you need to:
- Plot wave data or create metocean dashboards
- Visualize buoy observations or hindcast data
- Generate wave roses or wind roses
- Create time series charts for Hs, Tp, wind speed
- Build scatter plots (Hs vs Tp, wind vs waves)
- Map metocean stations with interactive overlays
- Compare forecasts vs observations
- Generate joint distribution contour plots
- Create operational monitoring dashboards

**Trigger phrases:**
- "Plot wave data", "Create metocean dashboard"
- "Visualize buoy observations", "Generate wave rose"
- "Time series chart", "Scatter plot Hs vs Tp"
- "Map metocean stations", "Interactive plot"
- "Compare forecasts vs observations"

## Related Skills

- `energy-data-visualizer` - General energy visualization patterns
- `metocean-data-fetcher` - Data source for visualization
- `metocean-statistics` - Statistical analysis for contours

## Sub-Skills

- [Usage Examples](usage-examples/SKILL.md)
- [Best Practices](best-practices/SKILL.md)

## Sub-Skills

- [Time Series Plots (+5)](time-series-plots/SKILL.md)
- [Core Patterns](core-patterns/SKILL.md)
- [Dashboard Template](dashboard-template/SKILL.md)
- [Wind Rose with Matplotlib (windrose package)](wind-rose-with-matplotlib-windrose-package/SKILL.md)
- [Forecast vs Observation Comparison](forecast-vs-observation-comparison/SKILL.md)
- [HTML Report Generation](html-report-generation/SKILL.md)
- [External Tool Integration](external-tool-integration/SKILL.md)
- [Output Formats](output-formats/SKILL.md)
- [Common Workflows](common-workflows/SKILL.md)

Related Skills

metocean-data-fetcher

5
from vamseeachanta/workspace-hub

Fetch real-time and historical metocean data from NDBC, CO-OPS, Open-Meteo, ERDDAP, and MET Norway. Use for buoy data retrieval, tidal observations, marine forecasts, and multi-source data fusion.

metocean

5
from vamseeachanta/workspace-hub

Metocean data workflows — fetching, statistics, and visualization

energy-data-visualizer

5
from vamseeachanta/workspace-hub

Interactive visualization for oil and gas production data analysis using Plotly dashboards

test-oversized-skill

5
from vamseeachanta/workspace-hub

A test fixture skill that exceeds 200 lines with multiple H2/H3 sections for split testing.

interactive-report-generator

5
from vamseeachanta/workspace-hub

Generate interactive HTML reports with Plotly visualizations from data analysis results. Supports dashboards, charts, and professional styling.

data-validation-reporter

5
from vamseeachanta/workspace-hub

Generate interactive validation reports with quality scoring, missing data analysis, and type checking. Combines Pandas validation, Plotly visualization, and YAML configuration for comprehensive data quality reporting.

agent-os-framework

5
from vamseeachanta/workspace-hub

Generate standardized .agent-os directory structure with product documentation, mission, tech-stack, roadmap, and decision records. Enables AI-native workflows.

OrcaFlex Specialist Skill

5
from vamseeachanta/workspace-hub

```yaml

repo-ecosystem-hygiene

5
from vamseeachanta/workspace-hub

Interpret the daily read-only repo ecosystem hygiene audit and route remediation through approved workflows.

domain-knowledge-sweep

5
from vamseeachanta/workspace-hub

Systematic multi-source research of an engineering domain. Spawns parent issue → 6 research subissues (Standards, Academic, Industry, LinkedIn-marketing, Code-audit, Synthesis) → gap implementation subissues. Replaces LinkedIn-only extraction with defensible comprehensive sourcing.

subagent-write-verification

5
from vamseeachanta/workspace-hub

Independently verify subagent-claimed file writes with filesystem and git checks before treating the artifact as real, before committing it, and before referencing the path in downstream prompts.

git-operation-serialization-preflight

5
from vamseeachanta/workspace-hub

Before any commit, stash, merge, reset, rebase, or checkout in a multi-agent or shared-checkout environment, run a bounded preflight to detect active git writers and stale index/config locks, then serialize the mutating step under a single-writer guarantee.