healthcare-data-reconciliation SKILL.md skillA
healthcare-data-reconciliation from hollandkevint/data-product-operator is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hollandkevint/data-product-operator/healthcare-data-reconciliation@v0.1.0Pins v0.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hollandkevint/data-product-operator
- Path
skills/healthcare-data-reconciliation/SKILL.md- Versions recorded
- 1
- Latest version
- v0.1.0, committed Sep 11, 2026
- Size
- 5,450 bytes
- Repository stars
- 5
- License
- MIT
Investigate disagreements between healthcare source records and downstream outputs. Use for claims/RCM totals, HL7/FHIR record pulls, mappings, clinical-result routing or patient-operations state. Produce an evidence trace and discriminating checks without assuming a root cause or authorizing data changes.
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
# Healthcare Data Reconciliation Trace a discrepancy from source to intended use and identify the next check that separates plausible explanations. Use approved schemas, aggregate summaries and synthetic cases. Keep record-level review inside the authorized environment. ## Bound the disagreement Record expected and observed behavior, affected period/population, grain, versions and consequence. Distinguish event, receipt, processing and discovery time. A later snapshot may legitimately differ. Ask who owns source interpretation and who can accept the downstream result. Separate confirmed impact from possible harm. Follow the organization's incident process if patient safety may be affected. ## Trace the path Follow source capture, extraction, delivery, identity matching, mapping, transformation, display and downstream action. At each transition record input/output identifiers, version, inclusion rule, rejected records and the available evidence. Find the last point of agreement. Compare an affected example with a relevant unaffected example. Compare rows and distinct entities as well as totals; equal totals can conceal wrong-patient links or offsetting errors. …
Read the whole file at its exact version.
How to install
mdr add hollandkevint/data-product-operator/healthcare-data-reconciliation@sha256:2728550475743032The line at the top of this page pins the label v0.1.0, 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.
[](https://markdownregistry.com/a/art_mogvo6ov5s5gcndt)
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Versions
The registry has recorded 1 version of this file, committed on Sep 11, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5450 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
hollandkevint/data-product-operator · 5 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mogvo6ov5s5gcndt GET https://markdownregistry.com/api/v1/resolve?ref=hollandkevint/data-product-operator/healthcare-data-reconciliation GET https://markdownregistry.com/api/v1/blob/272855047574303285edb333ee2c3686faf4086ed9876587eaee8d9433e41bb8
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.