plugins/lobbi-insurance-domain/skills/claims-processor/SKILL.md
Build claims intake, triage, assignment, and settlement automation workflows for insurance agencies. Use when automating first notice of loss handling, claims status tracking, or settlement authorization workflows.
npx skillsauth add markus41/claude plugins/lobbi-insurance-domain/skills/claims-processorInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
Design the complete claims workflow from First Notice of Loss through settlement or denial, including intake, triage, assignment, investigation tracking, reserve setting, settlement authorization, and denial handling.
Confirm which claims workflow components are in scope:
Lines of business in scope: [Personal auto / Commercial auto / Property / GL / Workers comp / Professional liability]
Intake channel design:
| Channel | Implementation | Required Data Captured | Routing | |---------|---------------|----------------------|---------| | Phone | Script for CSR; data entered in claims system during call | All required fields | Immediate triage after call | | Web form | Self-service form on agency/carrier portal | All required fields + file upload | Auto-triage on submission | | Email | Parsed from incoming email (keyword detection + AI extraction) | Partial fields — follow-up required | Flagged queue for CSR completion | | Mobile app | If applicable — same as web form | All required fields + photo upload | Auto-triage on submission |
Required fields by LOB:
Auto (personal and commercial):
Property:
GL / Professional Liability:
Workers Compensation:
Coverage verification (immediate — before assigning adjuster):
Coverage determination outcomes:
| Outcome | Action | |---------|--------| | Coverage confirmed | Proceed to assignment | | Coverage in question — condition | Assign with coverage reservation letter triggered | | Potentially no coverage | Route to senior adjuster or coverage counsel review before accepting | | Duplicate claim (already reported) | Merge with existing claim file | | Policy not found | Request policy information from insured; manual lookup |
Claim type classification and priority scoring:
| Priority | Criteria | Target Assignment SLA | |---------|---------|----------------------| | Critical | Fatality, catastrophic injury, significant property loss > $[X], litigation | Immediate — senior adjuster within 2 hours | | High | Injury claim, commercial loss > $[X], multi-vehicle | Same business day | | Standard | Property damage only, personal lines under $[X] | Within 1 business day | | Low | Glass, roadside, minor property under $[X] | Within 2 business days |
Adjuster/TPA routing rules:
| Claim Type | Routing Condition | Destination | |-----------|------------------|------------| | Personal auto — glass only | State supports vendor direct | Auto-route to glass vendor network | | Personal auto — property damage < $[X] | In-house adjuster available | In-house adjuster queue | | Personal auto — injury (any) | Any BI involved | Senior adjuster or specialized BI team | | Commercial property > $[X] | Over threshold | TPA or independent adjuster | | Workers comp | Any WC claim | WC TPA (if using) or dedicated WC adjuster | | Litigation | Any legal representation confirmed | Defense counsel notification + senior adjuster | | Catastrophe event | CAT code activated | CAT team / storm adjuster roster |
Workload balancing:
Assignment notification:
Upon assignment, send to adjuster:
Send to insured:
Task management by claim type:
Auto property damage:
Property:
Document collection checklist (tracked per claim):
| Document | Required For | Status | Due Date | Received Date | |---------|------------|--------|---------|--------------| | Police/incident report | Auto with other party; theft | | | | | Medical records authorization | Any injury claim | | | | | Medical bills and records | BI claims | | | | | Repair estimates | Property damage | | | | | Contractor invoices | Property paid claims | | | | | Recorded statement | Complex or disputed claims | | | | | Signed proof of loss | Property > $[X] (check policy) | | | |
SLA monitoring:
| Requirement | SLA | Monitoring | |------------|-----|-----------| | Acknowledgment to insured | 10 business days of claim receipt (most states) | Auto-alert at day 7 | | Coverage acceptance or denial | 45 days (most states; varies) | Auto-alert at day 35 | | Payment after coverage accepted | 15 business days of proof of loss (varies) | Auto-alert at day 10 | | Response to insured inquiries | 10 business days | Auto-alert on pending inquiry |
Reserve authority levels by claim type and amount:
| Claim Type | Amount Range | Authority Level | |-----------|-------------|----------------| | Auto — property damage | < $[X] | Staff adjuster self-authority | | Auto — property damage | $[X] – $[X] | Senior adjuster approval | | Auto — property damage | > $[X] | Manager approval | | Injury (BI / WC / PL) | Any amount | Senior adjuster + manager review | | Complex or litigated | Any amount | Management committee |
Reserve change documentation:
Every reserve change must include:
Settlement authority levels:
| Claim Type | Amount | Authority | |-----------|--------|----------| | All types | < $[X] | Staff adjuster self-authority | | All types | $[X] – $[X] | Senior adjuster approval | | All types | $[X] – $[X] | Manager approval | | All types | > $[X] | Management committee approval | | BI / injury | Any amount | Manager approval minimum |
Settlement workflow:
Denial triggers:
Denial process:
Deliver two artifacts:
Claims Workflow Specification — Step-by-step process for each component in scope, with decision branches, actor at each step (system / CSR / adjuster / supervisor / insured), system triggers, and SLA markers
Authority Matrix — Claims handling authority table showing triage, reserve, and settlement limits by role and claim type
tools
Build Teams-native agents with the Teams SDK (formerly Teams AI Library v2) — App class, activity routing, adaptive cards, streaming, AI-generated labels, feedback, message extensions, Teams-as-MCP-server, and the bring-your-own-AI pattern with Agent Framework.
tools
Run agents on Microsoft Foundry (formerly Azure AI Foundry) Agent Service — prompt agents vs hosted agents, threads/runs and the Responses API, built-in tools (Bing grounding, code interpreter, file search, MCP, OpenAPI, A2A), connected agents, Entra agent identity, SDKs, and observability/evaluations.
tools
Build and host custom engine agents with the Microsoft 365 Agents SDK — AgentApplication, the Activity protocol, channel reach via Azure Bot Service, hosting Agent Framework or Semantic Kernel engines, and the Agents Toolkit/Playground workflow. Successor to the Bot Framework SDK.
tools
Design, govern, and extend Microsoft Copilot Studio agents — topics, generative orchestration, knowledge, tools and MCP, agent flows, autonomous triggers, publishing channels, Copilot Credits pricing, and solution-based ALM on Power Platform.