Geoskill: Crop Condition Monitor

Name: Geoskill: Crop Condition Monitor
Author: ruiduobao

Assess crop health from NDVI time series. Use when the user wants to analyze changes, detect hazards, or generate assessment reports.

ruiduobao

@ruiduobao

Install

$ openclaw skills install @ruiduobao/geoskill-crop-condition-monitor

Crop Condition Monitor

Assess crop health from NDVI time series.

CLI Usage

python scripts/crop_condition_monitor.py --ndvi ndvi1.tif ndvi2.tif ndvi3.tif
python scripts/crop_condition_monitor.py --ndvi ndvi1.tif ndvi2.tif --dates 2024-04-01,2024-05-01
python scripts/crop_condition_monitor.py --ndvi ndvi1.tif ndvi2.tif --output-dir my_output

Parameters

Argument	Required	Default	Description
`--ndvi`	Yes	—	One or more NDVI rasters (chronological order, same grid)
`--dates`	No	—	Optional comma-separated acquisition dates matching `--ndvi` files (ISO `YYYY-MM-DD`)
`--output-dir`, `-o`	No	`crop-output`	Directory to write outputs

Output

File	Description
`crop-report.json`	Machine-readable crop condition stats (mean NDVI, anomaly area)
`report.html`	Human-readable HTML report
`output-manifest.json`	Run metadata + result summary

Exit Codes

Code	Meaning
0	Success
2	Argument error
7	Processing failure

Data Download

When --bbox (or --aoi-file) and --date-range are provided, this skill auto-downloads a small set of Sentinel-2 L2A (sentinel-2-l2a) visual previews from the Microsoft Planetary Computer STAC catalog (no API key required) and uses them as the multi-temporal NDVI stack.

The downloaded files are written to <output_dir>/downloaded/ and the downstream monitor_crop analysis runs on them. The output-manifest.json records data_source / collection / bbox / date_range / fetched_at for traceability.

python scripts/crop_condition_monitor.py \
  --bbox 116.4,39.6,116.6,39.8 \
  --date-range 2024-06-01,2024-06-30 \
  --output-dir my_output

Top skills in this category

API Gateway

@byungkyu

Call third-party APIs through the Maton gateway, which injects the credential for an app the user has already connected. Use this skill when the user names a connected app and a concrete action in it - read a mailbox, query a CRM, file an issue, update a spreadsheet, run a query through a connected

39486k

Marketing Mode

@thesethrose

Marketing Mode combines 23 comprehensive marketing skills covering strategy, psychology, content, SEO, conversion optimization, and paid growth. Use when users need marketing strategy, copywriting, SEO help, conversion optimization, paid advertising, or any marketing tactic.

16927k

Blogwatcher

@steipete

Monitor blogs and RSS/Atom feeds for updates using the blogwatcher CLI.

7544k

Marketing Skills

@jchopard69

Access 23 marketing modules offering checklists, frameworks, and ready-to-use deliverables for CRO, SEO, copywriting, analytics, launches, ads, and social me...

11519k

diagram-generator

@matthewyin

Generate and edit diagrams with the mcp-diagram-generator MCP server. Use this skill for new diagrams, existing .drawio/.mmd/.excalidraw edits, network topology, architecture, flowchart, swimlane, sequence, class, ER, and Excalidraw whiteboard work. Always use this skill when the user asks to draw,

4731k