Genpark Return Prevention Skill

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GenPark AI Skill - Predict return risk for orders and generate proactive interventions to prevent returns before they happen

by alphaparkinc

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About

GenPark AI Skill - Predict return risk for orders and generate proactive interventions to prevent returns before they happen

README

GenPark AI Agent Skill -- Predict order return risk and generate proactive interventions to prevent returns before they happen.

Features

Multi-factor risk scoring: customer return rate, shipping delays, product attributes, order value, satisfaction history
Risk tiers: Critical (75+) / High (50-74) / Medium (25-49) / Low (<25)
Category-specific base return rates (clothing 30%, beauty 8%, etc.)
20+ pre-built intervention templates per risk tier
Days-to-act urgency flag
Batch prediction for post-purchase queue management

Quick Start

from client import ReturnPreventionClient

client = ReturnPreventionClient()
result = client.predict(
    order={"product_category": "clothing", "order_value": 120, "shipping_days": 10},
    customer={"past_returns": 3, "past_orders": 8},
    product={"size_sensitive": True},
)
print(f"Risk: {result['return_risk_score']}/100 ({result['risk_tier']})")
for action in result["interventions"]:
    print(f"  -> {action}")

Installation

python example_usage.py  # No external dependencies

Built by GenPark | alphaparkinc

from github.com/alphaparkinc/genpark-return-prevention-skill

Installing Genpark Return Prevention Skill

This server has no published package — it is built from source. Open the repository and follow its README.

▸ github.com/alphaparkinc/genpark-return-prevention-skill

FAQ

Is Genpark Return Prevention Skill MCP free?

Yes, Genpark Return Prevention Skill MCP is free — one-click install via Unyly at no cost.

Does Genpark Return Prevention Skill need an API key?

No, Genpark Return Prevention Skill runs without API keys or environment variables.

Is Genpark Return Prevention Skill hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Genpark Return Prevention Skill in Claude Desktop, Claude Code or Cursor?

Open Genpark Return Prevention Skill on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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