gis-informed-workflow-4-failure-diagnosis

Sub-skill of gis-informed-workflow: 4. FAILURE DIAGNOSIS.

5 stars

Best use case

gis-informed-workflow-4-failure-diagnosis is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Sub-skill of gis-informed-workflow: 4. FAILURE DIAGNOSIS.

Teams using gis-informed-workflow-4-failure-diagnosis 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/4-failure-diagnosis/SKILL.md --create-dirs "https://raw.githubusercontent.com/vamseeachanta/workspace-hub/main/.agents/skills/_archive/engineering/gis/gis-informed-workflow/4-failure-diagnosis/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/4-failure-diagnosis/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How gis-informed-workflow-4-failure-diagnosis Compares

Feature / Agentgis-informed-workflow-4-failure-diagnosisStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Sub-skill of gis-informed-workflow: 4. FAILURE DIAGNOSIS.

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

# 4. FAILURE DIAGNOSIS

## 4. FAILURE DIAGNOSIS


| Error | Cause | Fix |
|-------|-------|-----|
| Depth profile shows `nan` values | Route extends beyond bathymetry grid | Expand GEE export bounds; check route CRS matches raster CRS |
| Route has gaps / discontinuities | Source shapefile multi-part geometry | Explode and sort by chainage; use `gpd.explode()` |
| Metocean extraction returns all zeros | Wrong variable name in NetCDF | Inspect `ds.data_vars` |
| OrcaFlex environment YAML fails validation | Depth profile non-monotonic | Sort profile by chainage; remove duplicate distances |
| Wells fall outside lease block | CRS mismatch | Ensure both layers in same CRS before `sjoin` |
| GEE export empty | AOI too small at requested scale | Reduce scale to match AOI size |

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