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// Skill profile

Esri Workflow Smell Detector (Consumer Skill)

name: esri-workflow-smell-detector (consumer)

by danmaps · published 2026-03-22

数据处理API集成加密货币
Total installs
0
Stars
★ 0
Last updated
2026-03
// Install command
$ claw add gh:danmaps/danmaps-esri-smells-consumer
View on GitHub
// Full documentation

---

name: esri-workflow-smell-detector (consumer)

version: 1.0.0

description: |

Paid client skill for Esri Workflow Smell Detector via x402 (Base/USDC).

Use when you want to run a deterministic automation preflight scan on an ArcGIS Pro project snapshot

by calling https://api.x402layer.cc/e/esri-smells (HTTP 402 payment flow).

---

# Esri Workflow Smell Detector (Consumer Skill)

This skill helps an agent **call the paid Smell Detector** endpoint (x402 pay-per-request) using Base/USDC.

It does **not** host the service.

How this relates to arcgispro-cli

The expected input, `project_snapshot`, is the JSON artifact produced by the open-source ArcGIS Pro CLI (`arcgispro-cli`).

Recommended workflow:

1) Use `arcgispro-cli` to export a project snapshot/context artifact (safe-by-default, no raw data)

2) Send that JSON to this paid endpoint for a deterministic preflight risk report

3) Use the report to decide whether to proceed with automation (ArcPy/GP/AGOL) and what to fix first

This keeps a clean boundary:

  • Open core (`arcgispro-cli`) answers: **what is in the project**
  • Paid layer (this service) answers: **how risky is it to automate, and why**
  • Endpoint

  • `POST https://api.x402layer.cc/e/esri-smells`
  • Input

    Required JSON body:

    {
      "project_snapshot": { },
      "constraints": {
        "target": "arcpy" | "geoprocessing" | "agol",
        "deployment": "desktop" | "server",
        "max_runtime_sec": 300
      }
    }

    Output (guaranteed fields)

  • `summary`
  • `risk_score` (0.0–1.0)
  • `issues[]`
  • `flags`
  • `version`
  • `requestHash`
  • Determinism

  • Stateless
  • No external network calls (beyond the paid endpoint itself)
  • Same input produces same output
  • Safe to cache by `requestHash`
  • Pricing

  • x402 pay-per-request on Base
  • Target price: **$0.001** per call
  • How to call (Python helper)

    1) Install deps:

    pip install -r {baseDir}/requirements.txt

    2) Set wallet env (consumer wallet):

    export PRIVATE_KEY="0x..."
    export WALLET_ADDRESS="0x..."

    3) Call the endpoint:

    python {baseDir}/scripts/call_smells.py path/to/project_snapshot.json

    Notes

  • The script implements the x402 HTTP 402 challenge flow and retries with `X-Payment`.
  • If the endpoint is unreachable or the network rejects the payment, surface the error as-is.
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