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claims-processor

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.

Stars
12
Source
markus41/claude
Updated
2026-05-11
Slug
markus41--claude--claims-processor
View on GitHubRaw SKILL.md

// install — copy + paste into any project

mkdir -p .claude/skills && curl -fsSL https://raw.githubusercontent.com/markus41/claude/HEAD/plugins/lobbi-insurance-domain/skills/claims-processor/SKILL.md -o .claude/skills/claims-processor.md

Drops the SKILL.md into .claude/skills/claims-processor.md. Works with Claude Code, Cursor, and any agent that loads SKILL.md files from .claude/skills/.

Claims Processor Workflow Design

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.

Scope Confirmation

Confirm which claims workflow components are in scope:

  • FNOL intake (phone script, web form, email parsing)
  • Initial triage and coverage verification
  • Assignment routing to adjuster, TPA, or vendor
  • Investigation task tracking and document collection
  • Reserve setting and authority levels
  • Settlement authorization and payment
  • Denial workflow and adverse action notices
  • Status updates to insured and agent

Lines of business in scope: [Personal auto / Commercial auto / Property / GL / Workers comp / Professional liability]


Component 1: First Notice of Loss (FNOL) Intake

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):

  • Date, time, and location of loss
  • Description of what happened (free text)
  • Other parties involved (name, contact, carrier, policy #, vehicle info)
  • Police report number (if applicable)
  • Vehicle information (year, make, model, VIN, damage description)
  • Injuries: names, contact information, description
  • Witnesses: names and contact information
  • Photos uploaded (encouraged, not required at FNOL)

Property:

  • Date and time loss discovered
  • Type of loss (fire, water, wind, theft, vandalism, other)
  • Location of damaged property
  • Description of damage (free text)
  • Temporary repairs needed immediately (document any emergency repairs)
  • Public adjuster engaged? (Y/N — affects handling)
  • Mortgage company / lienholder information

GL / Professional Liability:

  • Date of incident / date claim received (claims-made distinction)
  • Claimant name and contact
  • Description of alleged wrongful act or injury
  • Legal representation engaged by claimant? (Y/N — escalate immediately if yes)
  • Prior notice of this claim? (Y/N — document for coverage determination)

Workers Compensation:

  • Date and time of injury
  • Employee name, ID, job title
  • Description of injury and how it occurred
  • Body part(s) injured
  • Medical treatment received (yes/no, where, treating physician)
  • Witness names
  • Return to work expected? (Y/N)

Component 2: Initial Triage

Coverage verification (immediate — before assigning adjuster):

  1. Policy lookup by insured name, policy number, or VIN/property address
  2. Confirm policy was active on the date of loss (not lapsed or cancelled)
  3. Confirm LOB and perils — does the described loss fall within covered causes of loss?
  4. Confirm deductible amount and any applicable sublimits
  5. Flag if any coverage conditions are in question (e.g., vacancy exclusion for property, business use exclusion for personal auto)
  6. Confirm reporting timely — no prompt notice issues

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

Component 3: Assignment Routing

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:

  • Display current open claim count per adjuster
  • Route to adjuster with lowest open count within appropriate specialty
  • Override: supervisor can manually reassign
  • Escalation: if no appropriate adjuster available within SLA, notify supervisor

Assignment notification:

Upon assignment, send to adjuster:

  • Claim summary (FNOL data)
  • Policyholder contact information
  • Policy coverage summary
  • Priority level and contact-by deadline
  • Document collection checklist for this claim type

Send to insured:

  • Acknowledgment of claim receipt (required within state DOI time frame — typically 10 business days)
  • Assigned adjuster name and contact information
  • What to expect next
  • How to submit additional documents

Component 4: Investigation Tracking

Task management by claim type:

Auto property damage:

  • Insured contacted (within [N] days per state DOI requirement)
  • Damage inspection scheduled (in-person or photo estimate)
  • Repair estimate received
  • Total loss vs. repairable determination
  • If total loss: ACV calculated, title obtained
  • Other party demand received and responded to
  • Payment authorized

Property:

  • Insured contacted
  • Field adjuster dispatched (if >$[X] or complex)
  • Cause of loss investigation complete
  • Scope of damage documented
  • Contractor estimates received (minimum [N] estimates per policy or state requirement)
  • Mortgage company notified if applicable
  • Contents inventory received and reviewed
  • ALE (additional living expense) documentation if displaced

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

Component 5: Reserve Setting

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:

  • New reserve amount
  • Reason for change (additional information received, coverage clarification, medical update, settlement negotiation)
  • Adjuster notes explaining the basis
  • Approval (if required by authority level)

Component 6: Settlement Authorization

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:

  1. Settlement value calculated (using agreed methodology: ACV, replacement cost, medical special damages + general damages)
  2. Demand/counter-demand negotiation documented
  3. Settlement authority confirmed
  4. Release form generated:
    • General release (BI claims — releases all future claims)
    • Property-specific release
    • State-specific release language (confirm with legal/compliance)
  5. Release signed by claimant
  6. Payment issued:
    • Check or ACH to claimant (or authorized payee)
    • Lienholder co-payee on property claims if applicable
  7. Claim closed in system
  8. Subrogation rights evaluated — if third party caused the loss, flag for subrogation pursuit

Component 7: Denial Workflow

Denial triggers:

  • No coverage on date of loss (policy lapsed, cancelled)
  • Cause of loss is an excluded peril
  • Policy condition not met (notice, cooperation, fraud)
  • Coverage limit exhausted
  • Loss not within covered location or property

Denial process:

  1. Denial recommended by adjuster — must be reviewed and approved by supervisor before issuance (never auto-deny without human review)
  2. Denial letter generated — required elements:
    • Specific policy provision(s) supporting the denial (cite exact policy language and page/section)
    • Description of the loss as reported
    • Explanation of why the loss is not covered under the cited provision(s)
    • Right to request reinvestigation
    • Right to file a complaint with the state DOI
    • Contact information for the adjuster handling the claim
  3. Denial letter reviewed by compliance or E&O counsel for high-exposure or legally complex denials
  4. Denial letter delivered to insured and agent (certified mail or documented electronic delivery)
  5. Denial documented in claims system with delivery confirmation
  6. Claim closed as denied
  7. File retained per state DOI retention requirements

Output Format

Deliver two artifacts:

  1. 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

  2. Authority Matrix — Claims handling authority table showing triage, reserve, and settlement limits by role and claim type