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xby-ocr-pass

Model Inference Updated 2026.09.02

Run the following command in DeepSeek Harness:

dsh plugin install xby-skill/xby-ocr-pass

Paste the following prompt into your AI chat to install this plugin:

Install the plugin in DeepSeek Harness by running dsh plugin install xby-skill/xby-ocr-pass; the source code is available at https://github.com/xby-skill/xby-ocr-pass

About this plugin

When processing immigration, visa-filing, or identity-verification workflows, the key fields on HK/Macau permits and Taiwan permits—permit number, name, gender, date of birth, validity period, and place of issue—often have to be typed in by hand, which is slow and error-prone. xby-ocr-pass delegates this task to model inference: supply a single photo of the permit and the plugin extracts every field above, parses the MRZ machine-readable zone at the bottom, and returns structured text.

The plugin offers three image-input channels—file URL, Base64-encoded string, and local file path—so it fits web integrations, direct API calls, and local scripts alike. All recognition results come back in a single function call with no extra post-processing. The API key can be set with one chat command and is persisted automatically, surviving restarts without reconfiguration.

It suits developers building batch permit-image pipelines, visa service centres, immigration data-entry teams, and any individual who needs to turn scanned or photographed documents into structured data quickly. If you already run a DeepSeek Harness workflow on document images, xby-ocr-pass slots in as a ready-to-use OCR node.

Use Cases

  • Batch-entering permit details at a visa-filing office
  • Converting scanned permit photos into structured records for immigration teams
  • Slipping a document-OCR node into an existing DeepSeek Harness pipeline

Best For

  • Developers building permit-image processing pipelines
  • Visa service centres and immigration data-entry teams
  • Individuals who need to turn scanned documents into structured data quickly