Install
openclaw skills install medical-bill-review-kitOrganizes medical bills and EOBs into a reviewable inventory, provides an error-spotting checklist for common billing mistakes, and prepares structured communication scripts for provider and insurer calls — without offering medical, legal, or insurance coverage advice.
openclaw skills install medical-bill-review-kitOrganizes scattered medical bills and Explanation of Benefits (EOB) documents into a reviewable inventory, provides a checklist for spotting common billing errors, and prepares structured communication scripts for calls with providers and insurers.
This skill belongs to the Personal Finance Education category and has priority P0.
It is an organizational and informational tool only. It does not interpret medical codes, determine what insurance should cover, evaluate medical necessity, or provide legal advice. All coverage determinations remain with the user's insurance plan documents and the user's own conversations with their insurer and provider.
Use this skill when the user asks to:
Trigger keywords: medical bill review, EOB organizer, hospital bill errors, medical billing errors, insurance EOB help, medical bill dispute script, healthcare billing checklist, patient billing help, review my medical bills, understand my EOB
To deliver a useful review kit, collect the following from the user:
The user may provide partial data; the skill will note gaps and prompt for missing documents rather than fabricate information.
Create a master table with these columns:
| # | Provider Name | Date of Service | Patient | Billed Amount | Bill Ref # | EOB Received? | Notes |
|---|
Sort by date of service (most recent first). Flag any entries that are duplicates, for the same service from the same provider with overlapping dates.
For each bill, help the user locate and match the corresponding EOB. Create a reconciliation table:
| # | Provider | Bill Amount | EOB Billed | EOB Allowed | Ins. Paid | Patient Responsibility (per EOB) | Match? | Discrepancy |
|---|
Flag discrepancies where:
Remind the user: the EOB is not a bill — it explains what insurance processed. The provider's bill is the actual amount owed.
Guide the user through each check. This is a self-review checklist — the skill does not make determinations.
Duplicate Charges
Upcoding / Incorrect Service Level
Unbundling
Incorrect Patient Information
Balance Billing (Surprise Bills)
Timely Filing
Incorrect Quantity or Duration
Non-Covered Services Billed as Covered
Sort flagged items by estimated financial impact:
Before the user makes any call, recommend they assemble:
Offer adaptable scripts the user can use. These are templates — the user fills in their own details.
Provider Billing Office — Bill Discrepancy Script:
"Hello, I'm calling about bill [reference number] for services on [date]. I've reviewed my Explanation of Benefits from [insurance company], and there is a discrepancy between what the EOB says I owe and what this bill shows. Can you help me understand the difference? I can provide the EOB details."
Provider Billing Office — Duplicate Charge Script:
"I'm reviewing bill [reference number] and it appears I was charged twice for [service description] on [date]. I only received this service once. Can you review the charges and correct this?"
Insurance Company — EOB Clarification Script:
"I received an Explanation of Benefits for [date of service] with [provider name]. I see the claim was [partially denied / denied] with reason code [code]. I'd like to understand why and what my options are. Can you walk me through the denial reason and whether this can be appealed?"
Insurance Company — Surprise Bill Script:
"I received a bill from [provider name] for services on [date] at [facility name], which I understood to be in-network. The provider appears to be out-of-network. Can you help me understand what protections apply under my plan and whether this falls under any surprise billing rules?"
Provide a simple tracking table for the user to maintain:
| Date | Contacted | Person Spoke With | Reference/Case # | Outcome | Next Step | Follow-Up Date |
|---|
Deliver the complete review kit with these sections:
Organized list of all bills provided, sorted by date with duplicate flags.
Side-by-side comparison of each bill with its EOB, highlighting any discrepancies.
Each checklist category with the user's findings documented. Where information is missing, note what's needed.
Flagged items sorted by financial impact (high/medium/low) with recommended next step for each.
Adapted scripts for the user's specific providers and situation.
Empty or pre-populated tracking table for the user's ongoing calls.
List of documents to gather before making calls: bills, EOBs, insurance card, plan documents, notes template.
Explicit boundary statement (see below).
This skill provides organizational and informational support for medical bill review only. It does not and must not:
The user remains fully responsible for all communication with providers and insurers, for verifying information on their bills and EOBs, and for all payment decisions. Encourage the user to contact their insurance company directly with coverage questions and to consult plan documents for specific coverage details.
If the user is facing medical debt they cannot manage, suggest contacting the provider's financial assistance program, a nonprofit patient advocacy organization, or a qualified financial counselor.
User says: "I just got a hospital bill for $3,200 after my insurance supposedly paid. Can you help me figure out if it's correct?"
Skill guides:
User says: "I had surgery last month and now I'm getting bills from the hospital, the surgeon, the anesthesiologist, and a lab. I have no idea what I actually owe. Some have EOBs and some don't."
Skill guides: