healthcare-data-readiness-debrief SKILL.md skillA

healthcare-data-readiness-debrief from hollandkevint/data-product-operator is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add hollandkevint/data-product-operator/healthcare-data-readiness-debrief@v0.1.1

Pins v0.1.1 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-readiness-debrief/SKILL.md
Versions recorded
3
Latest version
v0.1.1, committed Sep 11, 2026
First version recorded
Sep 9, 2026
Size
12,059 bytes
Repository stars
5
License
MIT

Debrief one healthcare data project where preparation took more work than expected. Use a project summary or short interview to identify evidence gaps, trace their effect on the intended use, and produce a practical next-check brief. Works without patient records or database access.

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 Readiness Debrief

Help a healthcare data professional answer: What made this project's data preparation hard, what remains unresolved, and what should we check next?

Work on one project and one intended use. A retrospective can end with lessons for the next project. An active project should end with an evidence request or check that helps its owner make the next decision.

## Using this file

Read the questions as a worksheet, or give this file and the relevant linked reference to your team's approved AI assistant. Start with an approved summary of one project. Ask for one question at a time, or request a brief from the summary. Say “brief now” to stop the interview. No patient records or database access are needed.

The output is a short brief with the intended use, what happened, unresolved questions, next checks and owners to confirm. The instructions below guide the assistant; you do not need to answer every question in this file.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add hollandkevint/data-product-operator/healthcare-data-readiness-debrief@sha256:9237254d00c9b68d

The line at the top of this page pins the label v0.1.1, 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_2yytyme2jds2g7s6.svg)](https://markdownregistry.com/a/art_2yytyme2jds2g7s6)

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

Versions

The registry has recorded 3 versions of this file, between Sep 9, 2026 and Sep 11, 2026, about one every day.

versioncommittedcommitsizeaudit
v0.1.1 latest2026-09-11 52ac544 12,059 BA view · diff
v0.1.12026-09-09 d26f4f8 10,834 BA view · diff
v0.1.02026-09-09 4096202 10,834 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 (12059 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

hollandkevint/data-product-operator · 5 stars · license MIT · pushed 2026-11-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2yytyme2jds2g7s6
GET https://markdownregistry.com/api/v1/resolve?ref=hollandkevint/data-product-operator/healthcare-data-readiness-debrief
GET https://markdownregistry.com/api/v1/blob/9237254d00c9b68d3fbb7d6a1c286b1bd53958faba365e3ccfa43300d4d6f846

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.

More from hollandkevint/data-product-operator

CLAUDE.md CLAUDE.md file
hollandkevint/data-product-operator · CLAUDE.md
git:20261103.2939ae2 · audit A · 5 stars
analyst SKILL.md skill
hollandkevint/data-product-operator · skills/analyst/SKILL.md · Build or update an evidence graph for a data analysis by linking the question, definitions, source versions, checks…
v0.1.0 · audit A · 5 stars
arbitrage-audit-data SKILL.md skill
hollandkevint/data-product-operator · skills/arbitrage-audit-data/SKILL.md · 3 diagnostic questions for evaluating data product markets through the arbitrage gap lens. Identifies whether your data…
v0.1.0 · audit A · 5 stars
dashboards-to-decisions SKILL.md skill
hollandkevint/data-product-operator · skills/dashboards-to-decisions/SKILL.md · Convert dashboard requests into decision specifications. The missing layer between "build me a dashboard" and "help me…
v0.1.0 · audit A · 5 stars
data-consumer-discovery SKILL.md skill
hollandkevint/data-product-operator · skills/data-consumer-discovery/SKILL.md · Discover what internal data consumers actually need. Adapted Mom Test and JTBD for data teams. Use when conducting user…
v0.1.0 · audit A · 5 stars
data-model-design SKILL.md skill
hollandkevint/data-product-operator · skills/data-model-design/SKILL.md · Dimensional modeling and schema design for data products. Star schema patterns, slowly changing dimensions…
v0.1.0 · audit A · 5 stars
data-pipeline-quality SKILL.md skill
hollandkevint/data-product-operator · skills/data-pipeline-quality/SKILL.md · Automated data quality checks for pipelines. Testing pyramids, dbt test patterns, data contracts, circuit breakers, and…
v0.1.1 · audit A · 5 stars
data-product-operator SKILL.md skill
hollandkevint/data-product-operator · skills/data-product-operator/SKILL.md · Help a data leader or data product manager choose the next decision, coordinate delivery and review outcomes across one…
v0.1.0 · audit A · 5 stars
data-product-thinking SKILL.md skill
hollandkevint/data-product-operator · skills/data-product-thinking/SKILL.md · First-principles reasoning for data product decisions. Frames problems as data products, not dashboards or pipelines…
v0.1.0 · audit A · 5 stars
data-product-validation SKILL.md skill
hollandkevint/data-product-operator · skills/data-product-validation/SKILL.md · Score whether a data product idea is worth building before committing resources. Validation scorecard, experiment…
v0.1.0 · audit A · 5 stars
data-quality-assessment SKILL.md skill
hollandkevint/data-product-operator · skills/data-quality-assessment/SKILL.md · Systematic data quality evaluation covering completeness, accuracy, timeliness, consistency, and validity. Use when…
v0.1.0 · audit A · 5 stars
data-storytelling SKILL.md skill
hollandkevint/data-product-operator · skills/data-storytelling/SKILL.md · Data presentation and storytelling for data product operators. Narrative structures, chart selection, headline…
v0.1.0 · audit A · 5 stars

Every file in hollandkevint/data-product-operator

Browse by kind, by grade A, or by owner.