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dsh-CAIT

Computer-aided translation (CAT) workbench for DeepSeek Harness featuring translation memory, glossaries, and format handling.

VisionUI & ProductivityTerminal & TUIDeveloper ToolsBrowser & WebSecurity & PolicySkills & Workflows
0GitHub Stars0ForksUpdated2026-11-07

Install

$ dsh plugin --profile web add dsh-cait

Plugin Overview & Capabilities

AI-assisted organization based on the public repository snapshot. The content must be grounded in source evidence and does not replace compatibility or security verification.

source-grounded
CAIT is an integrated computer-aided translation (CAT) workbench for the DeepSeek Harness Web UI and Desktop environments. It combines a human-facing segment editor and library management interface with ten agent tools sharing a single store. CAIT supports translation memory (TM) with lexical fuzzy matching, term bases with live inline highlights, pre-translation workflows, and file exchange across formats like DOCX, EPUB, XLIFF, PO, SRT, and PPTX while leveraging native DSH model routes for MT assistance.

Key Capabilities

  • Native DSH UI integration with sidebar access, document tabs, and responsive density
  • Segment-based editing with three-state lifecycle (pending, translated, confirmed)
  • Translation memory (TM) management with exact, near-exact, and lexical fuzzy matching
  • Glossary management with term highlighting, casing rules, and TBX/CSV/JSON exports
  • Ten agent tools allowing LLMs to inspect segments, pre-translate, and confirm batches
  • Format preservation and extraction for DOCX, EPUB, PPTX, XLSX, SRT, VTT, PO, HTML, and XLIFF
  • Machine translation assistance routing through active DeepSeek Harness provider models

Useful For

  • Translating structured office documents and localization files inside DeepSeek Harness
  • Human-in-the-loop post-editing and review alongside autonomous translation agents
  • Managing reusable translation memories (TMX) and term glossaries across projects

Who It Fits

  • Translators and localizers working directly within DeepSeek Harness
  • Teams automating document translation using DSH LLM agents with human QA
  • Technical writers translating documentation and subtitle formats

Documented Limitations

  • Does not support PDF files or scanned document OCR
  • Lexical fuzzy matching only; does not perform semantic embedding or synonym matching
  • DOCX import excludes tables, footnotes, and tracked deletions
  • XLSX export generates a simplified two-column workbook without preserved cell styles or formulas
  • DRM-protected, fixed-layout, or scripted EPUBs are not supported

DSH Compatibility

Version-specific runtime evidence collected by DSH Plugin. A missing result means we have not tested that combination yet.

Not tested yetNo runtime compatibility tests have been published yet.

Security Signals

Objective signals discovered from package metadata and source inspection. These are not a guarantee that a plugin is safe.

Dependency Counts

package.json declares 0 runtime, 1 development, 1 peer, and 0 optional dependencies.

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Dsh Bundle Declared

package.json declares DSH bundle metadata.

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License Declared

GitHub reports the repository license as Apache-2.0.

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Package Manifest Available

A root package.json was captured and can be inspected by the registry.

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Source Available

Public GitHub source metadata is available for this registry snapshot.

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Source & Registry Notes

Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.

Source repository
JoviLecca/dsh-CAIT
Registry source
GitHub · dsh-plugin topic
Registry classification
Plugin
Source checked
b7aa4e1 · 2026-11-07

This project is independently indexed from public source information. DSH Plugin is not affiliated with DeepSeek or the plugin author. Always check the author repository before installation.

Repository Activity

GitHub stars
0GitHub stars
Forks
0
Open issues
0
Last commit
2026-11-07
Last release
2026-11-06
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