configuring-privacy-policies SKILL.md skillA
configuring-privacy-policies from maziyarpanahi/openmed is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add maziyarpanahi/openmed/configuring-privacy-policies@v1.0Pins v1.0 in mdr.lock. Pin the fingerprint instead.
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- SKILL.md skill
- Repository
- maziyarpanahi/openmed
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skills/configuring-privacy-policies/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0, committed Jul 20, 2026
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- 8,549 bytes
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- 5,784
- License
- Apache-2.0
Select and customize OpenMed's seven bundled privacy policy profiles for de-identification, and build custom surrogate generators. Use when the user asks which policy fits HIPAA Safe Harbor vs Expert Determination vs GDPR vs PIPEDA vs a research limited dataset vs strict no-leak, wants to pass policy= to deidentify(), needs to keep quasi-identifiers for research, or must register a custom MRN/name/address surrogate provider. Covers the profile-to-use-case map, AnonymizerConfig/Anonymizer for…
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What the file says
# Configuring privacy policies A **policy profile** is a named bundle of de-identification decisions: which action (mask/redact/replace/keep) applies to each label, how aggressively detectors arbitrate, whether the mandatory safety sweep runs, and whether a reversible mapping is produced. OpenMed ships seven profiles. Pass one by name to `deidentify(policy=...)` and you get a compliance-aligned default without hand-wiring 50+ per-label actions. Everything runs **on-device**. ## When to use this skill Use it to pick the right `policy=` for a regulatory context, to understand what a profile actually changes, or to go beyond the bundle — keeping quasi- identifiers for research, or registering a custom surrogate generator (e.g. your own MRN format). ## Quick start ```python import openmed note = "Jane Roe, DOB 1979-04-11, lives in Cambridge MA 02139. SSN 123-45-6789." # HIPAA Safe Harbor: mask every identifier class. safe = openmed.deidentify(note, policy="hipaa_safe_harbor") # GDPR pseudonymization: replace with fakes AND keep a reversible mapping. gdpr = openmed.deidentify(note, policy="gdpr_pseudonymization") …
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How to install
mdr add maziyarpanahi/openmed/configuring-privacy-policies@sha256:2844960e808815d7The line at the top of this page pins the label v1.0, 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_ne7w77qpf2v54n6c)
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Versions
The registry has recorded 1 version of this file, committed on Jul 20, 2026.
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Source
maziyarpanahi/openmed · 5,784 stars · license Apache-2.0 · pushed 2026-11-07 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_ne7w77qpf2v54n6c GET https://markdownregistry.com/api/v1/resolve?ref=maziyarpanahi/openmed/configuring-privacy-policies GET https://markdownregistry.com/api/v1/blob/2844960e808815d7c7a4a1e6e2b4d21e81ca6ca4a1e1cc2badb301357f6eb7e8
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