insurance-claim-coverage-analysis

Extract claim image fields and match policy exclusion clauses to estimate denial risk.

580|66|Updated Apr 21, 2025
One-click install
npx skills add https://github.com/aliyun/qwen-dianjin --skill insurance-claim-coverage-analysis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: insurance-claim-coverage-analysis
Source: https://github.com/aliyun/qwen-dianjin/tree/main/DianJin-SKILLS/claim-expert/coverage-analysis
Command: npx skills add https://github.com/aliyun/qwen-dianjin --skill insurance-claim-coverage-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps you identify whether insurance claim materials may trigger exclusion clauses, assess the overall denial risk level, and produce a責任认定审查建议 instead of guessing.

Core Features & Use Cases

  • OCR-based exclusion screening: Extracts key fields from submitted claim images (e.g., diagnosis, treatment course, accident context) and matches them against common免责条款 patterns to detect potentially triggered items.
  • Coverage responsibility assessment: Checks whether the incident appears to fall within the policy’s coverage scope by aligning险种责任、保险期间、给付限额 requirements.
  • Fee responsibility mapping: Aligns fee items with what the policy is likely to cover (fee types and hospital/grade constraints where available) to support the overall risk conclusion.
  • Risk-tiered output: Produces a structured result with low/medium/high risk or “pending” when key information is missing, and includes a clear handling recommendation (pass/deny/pending) for claim compliance review.

Quick Start

Ask the AI to analyze whether your claim case may trigger免责条款 by providing the claim material image paths and the relevant policy clause text or policy number.

Frequently Asked Questions about insurance-claim-coverage-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I check if insurance claim materials trigger exclusion clauses?

You can check if insurance claim materials trigger exclusion clauses by providing image paths and policy text for AI analysis. The system uses OCR extraction to match diagnosis and accident context against common免责条款 patterns, producing a structured risk assessment.

What is insurance claim denial risk assessment and how does it work?

Insurance claim denial risk assessment evaluates whether submitted materials trigger policy exclusions. It works by applying OCR to extract fields from claim images, aligning them with coverage scope and fee limits, and generating a low, medium, or high risk tier.

Can I analyze claim images for coverage scope and liability determination without manual data entry?

Yes, you can analyze claim images for liability determination without manual data entry using the built-in OCR screening feature. It automatically extracts accident context and treatment course details to check险种责任 and hospital constraints for coverage compliance.

How do I map fee items to policy coverage limits during a compliance review?

To map fee items to policy coverage limits during a compliance review, the system aligns extracted fee types and hospital grade constraints with policy给付限额 requirements. This fee responsibility mapping directly supports the overall coverage responsibility conclusion and risk tier.

What happens when key information is missing for an insurance exclusion clause analysis?

When key information is missing for insurance exclusion clause analysis, the system outputs a pending risk level instead of a definitive pass or deny. It provides a clear handling recommendation indicating that further documentation is required to complete the liability determination.