bridging-presidio-and-spacy SKILL.md skillA
bridging-presidio-and-spacy 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/bridging-presidio-and-spacy@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/bridging-presidio-and-spacy/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0, committed Jul 20, 2026
- Size
- 8,681 bytes
- Repository stars
- 5,784
- License
- Apache-2.0
Combine OpenMed clinical NLP with Microsoft Presidio, spaCy, or LangChain through OpenMed's built-in interop adapter registry (openmed.interop). Covers the lazy adapter registry (available_adapters, get_adapter, adapter_spec), the presidio/spacy/langchain pip extras, and the verified callables — Presidio to_canonical/from_canonical/merge_with_openmed, the spaCy openmed_deid pipeline factory, and the LangChain create_redaction_runnable. Use when the user wants to add Presidio recognizers, embed…
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
# Bridging Presidio, spaCy & LangChain
OpenMed interoperates with the dominant PII/NLP ecosystems through a single,
**lazy** adapter registry: `openmed.interop`. Adapters live behind explicit
imports, so importing `openmed` never drags in Presidio, spaCy, or LangChain —
each is an optional extra you install only when you need that bridge.
## When to use
Reach for a bridge when:
- you already run **Microsoft Presidio** and want OpenMed's clinical PII recall
on top (or to feed OpenMed spans back into Presidio's anonymizer);
- you have a **spaCy** pipeline and want OpenMed PII spans on the `Doc`;
- you build **LangChain** chains and want to redact PHI *before* text reaches an
LLM (the on-device guardrail in front of a cloud model);
- you need OpenMed's de-identification reachable from an existing framework
instead of rewriting the pipeline around `openmed.deidentify`.
## The lazy adapter registry (verified)
```python
import openmed.interop as interop
interop.available_adapters()
# ('cda', 'hl7v2', 'langchain', 'presidio', 'spacy')
spec = interop.adapter_spec("presidio")
# AdapterSpec(name='presidio', module='openmed.interop.presidio',
…Read the whole file at its exact version.
How to install
mdr add maziyarpanahi/openmed/bridging-presidio-and-spacy@sha256:63416d2de3c58873The 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_ct2jn4xa6wysdhm3)
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Versions
The registry has recorded 1 version of this file, committed on Jul 20, 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 (8681 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
maziyarpanahi/openmed · 5,784 stars · license Apache-2.0 · pushed 2026-11-07 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_ct2jn4xa6wysdhm3 GET https://markdownregistry.com/api/v1/resolve?ref=maziyarpanahi/openmed/bridging-presidio-and-spacy GET https://markdownregistry.com/api/v1/blob/63416d2de3c588732e12b4cdb48072396ef654c78e9aad8eb2afbb20ccf84081
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.