medical-bill-reconciliation SKILL.md skillA

medical-bill-reconciliation from atlasomnia/hermes-custom-pack is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add atlasomnia/hermes-custom-pack/medical-bill-reconciliation@v1.2.1

Pins v1.2.1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
atlasomnia/hermes-custom-pack
Path
community/skills/medical-bill-reconciliation/SKILL.md
Versions recorded
4
Latest version
v1.2.1, committed Oct 13, 2026
First version recorded
Oct 13, 2026
Size
7,978 bytes
Repository stars
71
License
MIT

Use when reconciling medical bills against insurer EOBs.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Medical Bill Reconciliation

## Overview

Check provider bills against the insurer's Explanation of Benefits (EOB), track deductible and out-of-pocket totals, and produce a short exceptions list with draft inquiries a human sends.

The work is split into stages that never share access:

1. **Collect.** Per-portal collectors download PDFs into an inbox folder. Nothing else.
2. **Extract.** `scripts/eob_extract.py` dumps PDF text and tables; the agent maps them into fixed CSV rows, each keeping its source file and page.
3. **Validate.** `scripts/reconcile.py validate` checks columns, dates, money, and EOB arithmetic.
4. **Reconcile.** `scripts/reconcile.py run` matches bills to EOB lines and writes `matches.csv`, `exceptions.csv`, `summary.json`.
5. **Review.** The agent summarizes exceptions by dollar amount and drafts inquiries. A human decides and sends. Output columns and status values are listed in `references/exception-codes.md`.

The scripts are offline and give the same output for the same inputs and `--as-of` date. The reconciler is stdlib-only; the extractor needs `pdfplumber`.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add atlasomnia/hermes-custom-pack/medical-bill-reconciliation@sha256:fba606f5085c4503

The line at the top of this page pins the label v1.2.1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_s6wvfsx4daprtidy.svg)](https://markdownregistry.com/a/art_s6wvfsx4daprtidy)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, all committed on Oct 13, 2026.

versioncommittedcommitsizeaudit
v1.2.1 latest2026-10-13 54ed700 7,978 BA view · diff
v1.2.02026-10-13 b115b84 7,978 BA view · diff
v1.1.02026-10-13 f79f203 7,807 BA view · diff
v1.0.02026-10-13 22611d3 6,651 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (7978 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

atlasomnia/hermes-custom-pack · 71 stars · license MIT · pushed 2026-10-13 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_s6wvfsx4daprtidy
GET https://markdownregistry.com/api/v1/resolve?ref=atlasomnia/hermes-custom-pack/medical-bill-reconciliation
GET https://markdownregistry.com/api/v1/blob/fba606f5085c450316b3a21b72e36a0a021ea93ed69713cae61aa7c3b84237fe

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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