deidentifying-multilingual-text SKILL.md skillA
deidentifying-multilingual-text 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/deidentifying-multilingual-text@v1.0Pins v1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- maziyarpanahi/openmed
- Path
skills/deidentifying-multilingual-text/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0, committed Jul 20, 2026
- Size
- 6,805 bytes
- Repository stars
- 5,784
- License
- Apache-2.0
De-identify non-English clinical text on-device with OpenMed by passing lang= and locale= to deidentify(). Use when the user has Spanish, German, French, Italian, Portuguese, Dutch, Hindi, Telugu, Arabic, Japanese, or Turkish medical notes, needs locale-aware fake surrogates, must handle language-specific national IDs (DNI, NIR, Steuer-ID, codice fiscale, BSN, CPF, TCKN, Aadhaar), or asks which languages OpenMed PII supports. Covers SUPPORTED_LANGUAGES, get_pii_models_by_language…
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
# De-identifying multilingual text
OpenMed de-identifies clinical text in many languages, each with a dedicated
PII model, language-specific regex patterns (national IDs, phone formats), and a
locale-aware surrogate generator. Pass `lang=` to `deidentify` / `extract_pii`
and the right model, patterns, and fake-data tables are selected automatically.
Everything runs **on-device**.
## When to use this skill
Use it whenever the source text is not English, or when surrogates must look
native to the locale (a German note should get German-looking fake names and a
valid-format Steuer-ID surrogate, not a US SSN).
## Discover supported languages at runtime — don't hardcode
```python
import openmed
from openmed.core.pii_i18n import SUPPORTED_LANGUAGES, get_patterns_for_language
print(sorted(SUPPORTED_LANGUAGES)) # query it; the set is the source of truth
# Language-appropriate default model for a code:
models = openmed.get_pii_models_by_language("es")
# Language-specific regex patterns (national IDs, phones, etc.):
patterns = get_patterns_for_language("de")
```
The set currently spans English plus European, South Asian, Middle Eastern, and
…Read the whole file at its exact version.
How to install
mdr add maziyarpanahi/openmed/deidentifying-multilingual-text@sha256:f81604c198340888The 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_5fayfd5tstnv2eil)
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Versions
The registry has recorded 1 version of this file, committed on Jul 20, 2026.
Audit of the latest version
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- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
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- pass: No prompt-injection phrasing
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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_5fayfd5tstnv2eil GET https://markdownregistry.com/api/v1/resolve?ref=maziyarpanahi/openmed/deidentifying-multilingual-text GET https://markdownregistry.com/api/v1/blob/f81604c198340888b7aac90581d972036764b884320dc9ae3e6d253f0ee3d687
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