esri-smells-consumer Skill | Remote OpenClaw

What it does

Calls a paid REST endpoint that analyzes an ArcGIS Pro project snapshot for automation risks. Uses x402 pay-per-request billing on Base/USDC at $0.001 per call. Designed to run as a preflight check before executing ArcPy, geoprocessing, or AGOL workflows.

Why it's useful

Separates the stateless, deterministic risk analysis from your local tooling so the same input always returns the same result and results are safe to cache.

Use cases

Checking a project snapshot for automation risks before deploying ArcPy scripts

Scoring risk level of an AGOL workflow before a scheduled server run

Validating geoprocessing inputs to catch issues before a long batch job

Caching risk reports by requestHash to avoid redundant paid calls

Integrating preflight risk scoring into a CI pipeline for GIS automation

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