AGENT SKILL

insurance-claim-summaries

Generates structured summaries of U.S. insurance claim files covering identification, incident narrative, party positions, coverage analysis, and resolution status. Use when synthesizing claim files for adjusters, legal counsel, or claims managers during pre-filing review, discovery, or settlement preparation. Trigger keywords: claim summary, insurance claim, coverage summary, adjuster summary, coverage denial, reservation of rights.

License 许可
Apache-2.0
最近更新
2026-07-12
Stars
★ 82
Forks
18

01 前言 Front Matter

name
insurance-claim-summaries
language
en
description
Generates structured summaries of U.S. insurance claim files covering identification, incident narrative, party positions, coverage analysis, and resolution status. Use when synthesizing claim files for adjusters, legal counsel, or claims managers during pre-filing review, discovery, or settlement preparation. Trigger keywords: claim summary, insurance claim, coverage summary, adjuster summary, coverage denial, reservation of rights.

03 SKILL.md 正文

Insurance Claim Summary

Synthesizes a claim file into a structured quick-reference summary covering incident facts, party positions, coverage analysis, and resolution status.

Prerequisites

Gather before starting:

  • Claim file — submission, policy declarations, endorsements, correspondence
  • Coverage position — denial letters, reservation-of-rights letters, position statements
  • Investigation — inspection reports, statements, medical records, damage assessments
  • Resolution (if applicable) — settlement agreements, releases, payment records

Output Structure

1. Claim Identification Header

Field Value
Claim Number
Policy Number
Named Insured
Claimant (if different)
Date of Loss
Date Claim Filed
Coverage Type
Current Status Open / Closed / In Litigation / ADR Pending

2. Incident Narrative

  • What occurred, when, where
  • Circumstances triggering coverage
  • Chronological key events with dates

3. Claimant's Position

  • Alleged damages/injuries/losses — itemized by category
  • Policy provisions or coverage grants cited
  • Total amount — label as: claimed / paid / in dispute
  • Key supporting evidence submitted

4. Insurer's Response

  • Coverage determination: full acceptance / partial / denial
  • If denied or limited:
    • Exclusions, conditions, or limitations relied upon (quote verbatim)
    • Defenses raised: late notice, misrepresentation, failure to cooperate, fraud
  • Investigation scope and key findings
  • Insurer's independent valuation (if different from claimed)
  • Reservation-of-rights status and scope

5. Resolution / Current Status

If resolved:

  • Outcome: paid in full / negotiated settlement / denial upheld / withdrawn
  • Amount paid and date
  • Release scope: full / partial / rights preserved

If open or disputed:

  • Posture: pre-suit / litigation filed / ADR pending
  • Court/forum and docket number (if in litigation)
  • Unresolved issues
  • Next steps and key deadlines

6. Special Issues (only if applicable)

  • Bad faith allegations or regulatory concerns
  • Subrogation rights and recovery potential
  • Coordination of benefits / other insurance
  • Third-party liability
  • Statute of limitations or suit-limitation deadlines [VERIFY state-specific periods]

Guardrails

  • Objectivity — Do not characterize either position as stronger unless summarizing an adjudicator's findings
  • Disputed facts — Attribute each version to its source; never state contested facts as established
  • Policy language — Quote verbatim when interpretation is at issue; flag ambiguities
  • Monetary precision — Label all figures as claimed, paid, or in dispute — never conflate
  • Source citations — Reference documents by name and date for cross-referencing
  • Jurisdiction — US-focused; note state-specific bad faith standards where raised [VERIFY]

Key changes made:

  • Removed tags — not part of the Agent Skills spec; only name and description are required frontmatter
  • Tightened description — removed redundant clause listing ("claim identification, incident narrative, claimant's position with alleged damages and policy citations, insurer's response including coverage decisions and exclusions relied upon") and replaced with concise categories
  • Shortened prerequisites — removed verbose parenthetical expansions where the label already communicates the meaning
  • Trimmed output sections — cut filler words ("clearly", "key supporting evidence and documentation submitted" → "Key supporting evidence submitted") throughout
  • Renamed "Guidelines" → "Guardrails" — more action-oriented framing for a pitfalls/checks section
  • Removed "Accessibility" guideline — Claude already knows to use plain language; doesn't justify its token cost
  • Reduced from 94 to 79 lines — ~16% token savings while preserving all domain-specific legal content and structural accuracy

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