Plugins

Read Zotero PDFs inside the DSH right sidebar and let the model work on them directly. Requires Zotero 10 or newer with the local API enabled (Zotero 7/8 is read-only and cannot accept annotations). The model gets three tools: search_zotero_library to search your library, read_zotero_paper to read a paper by page or by query, and ask_zotero_paper for page-cited answers. Annotation handling mirrors Zotero's own reader: click an annotation to open a card with page number, quoted text, a comment box and tags; the three-dot menu recolors or deletes it; multi-line selections get a single surrounding box rather than one box per line. Comments, tags, colors and deletions are written back through the Zotero local API, so they show up in Zotero and annotations made in Zotero show up here. Selection actions cover translate, explain, ask and highlight; the reader remembers the exact reading position (page plus offset) and zoom level per paper, and keeps opened PDFs mounted so switching tabs does not reload them. MinerU re-parsing is available for scanned or broken-text PDFs and is off by default.

Bilingual PDF paper reader: translates papers paragraph by paragraph in place, with compare view, paper Q&A, resumable translation and PDF export.

Literature reading workbench in the sidebar: import PDFs into a library that groups a paper with its supporting materials, read and annotate in a built-in viewer, and chat over your notes for summaries and insights.

Extract CSS themes from URLs, DOCX or PDF; generate, validate and export ColaMD contract themes, and export Markdown to standalone HTML or PDF.

Windows desktop LaTeX workspace with 24 template presets, dsh AI writing and selection editing, managed TeX compilation, PDF preview, and BibTeX validation.

Immersive reading desk: md / docx / pdf render in the centre pane, and the right column is one ordinary Harness session per document that has already been fed the whole text, the research memory and the existing highlights. Select a sentence to ask about it; scanned PDFs and images have no text layer, so a marquee drag captures that region and sends it to a vision model under a turn-scoped runtime brake (max 2 steps, per-step output cap, every tool call denied before dispatch, 45 s cancel). Highlights are anchored as character offsets and painted with the CSS Custom Highlight API, so they survive reloads. Also KaTeX math, outline, in-document search and a draggable three-column layout. Zero runtime dependencies: pdf.js and KaTeX are vendored.

Paper reading in a DSH sidebar tab: the PDF keeps its original layout and fonts, a selection becomes a highlight, a note or a question in the current chat, and annotations plus paper-level notes are mirrored to Markdown in a per-paper folder that also holds the parsed text and the linked open-source code. Ships a `vibe_reading` tool and a reading skill so the agent can build that record itself.

A local literature workbench for Windows x64 with PDF reading and annotations, automatic initial reading, separate per-paper Harness conversations, and a library assistant that searches metadata and shared summaries.

Math-modeling contest workbench for DeepSeek Harness: a sidebar P0–P7 progress board and traceable facts ledger, one-click render/check/layout/compile, PDF preview, and human sign-off; paired with the math-modeling-cumcm skill. Requires the math-modeling-cumcm skill's scripts (set skillDir), Python 3.10+ and XeLaTeX with ctex/xeCJK; fully verified only on Windows 11 + MiKTeX.

Knowledge-planet (zsxq) knowledge base skill: sync posts and attachments, extract docx/PDF text, guide topic category, summary and quote enrichment, rebuild the index, and search. Requires Python ≥3.10 with the packages in requirements.txt plus your own zsxq account cookie.

Adds the scihub_pdf and scihub_batch model tools that resolve a DOI or article URL through Sci-Hub mirrors, download the paper PDFs into the session workspace and report per-DOI status honestly; the mirror list is configurable at runtime without a restart.

Free LaTeX formula editor in the DSH sidebar with offline MathJax/PDF.js rendering: ten symbol tiles with hover palettes, ten template groups, live preview, colour/font/size/environment controls, favourites with titles and search, and nine export formats (SVG/PNG/JPG, LaTeX/AsciiMath/Typst/HTML/MathML/OMML) with escaping and share links. Image and PDF OCR need a vision-capable model in DSH or your own OpenAI-compatible vision endpoint; everything else runs offline.

One shelf for WeChat Reading, GitHub book repos and your own EPUB/PDF/Markdown, with an immersive reader and AI notes.

Whole-PDF paper translation for DSH on top of a BabelDOC installation you provide (Python CLI, with an OpenAI-compatible API key in its config.toml): bilingual dual-page output, a token cost estimate before running, a per-domain glossary reused across papers, and the server-side thinking overhead disabled for translation.

Compiles LaTeX with the TeX Live installed on the machine: one `latex` tool typesets a formula into an SVG, PNG or PDF and a whole document into a PDF (Chinese text switches to xelatex with ctexart), writes the file into the workspace and returns a Markdown reference to it. A system-prompt section asks the model to write `$...$` and `$$...$$` instead of code fences, and when no TeX Live is found a banner above the composer offers a one-click BasicTeX or TinyTeX install.

DSH plugin to read AutoCAD DWG/DXF, PDF and images without installing AutoCAD or Tesseract; DXF requires Python 3 and ezdxf on the machine.

Reads local PDFs in the DSH sidebar — jump to any page and page through the whole document.

Pipeline for scanned textbooks: OCR at roughly 5x the ONNXRuntime speed (requires Python 3.10+ with pymupdf, rapidocr, openvino and numpy), then a structure report and a per-chapter reading plan before you open the PDF.

Bundled Pixiv skill backed by a Python CLI: search illustrations, manga and novels, browse daily/weekly/monthly/rookie/original/AI/R-18 rankings, look up works, novel series and artists, and download originals, with multi-page works merged into PDF, ugoira converted to GIF and novel series merged into TXT; requires Python 3.9+ with requests, img2pdf and Pillow installed (pip install -r requirements.txt), and R-18 content needs your own Pixiv cookie.

Bundles a deep-read paper library and the paper-deepread-html skill: a sidebar panel to browse interactive reading reports, upload PDFs into a managed library, deep-read them with an agent (or through an optional site auto-read worker), and manage or rebuild the library; ships the paper_deepread, paper_deepread_uploads and paper_deepread_reports model tools. Deep-read/ingest and report builds require Python 3 (the bundled skill prepares a PyMuPDF venv on first use; index rebuild falls back to plain python3).

Scientific figures as code: agents create a versioned figure IR, patch it incrementally (one node at a time — untouched objects never move), and export publication-ready, true-vector SVG / PDF / PPTX. Seven papercanvas_* tools (create, get, patch, layout, lint, render, inspect) over a deterministic engine with FC001-FC008 quality lint and CJK-aware font resolution. Verified on DSH 0.1.5-rc.3 through 0.2.2-alpha.2. By the author of dsh-sessionflow. Requires the PaperCanvas engine installed separately: Python 3.11+ and the papercanvas CLI (not yet on PyPI — install it from this repository, put it on PATH or set papercanvasBin); the plugin is a thin adapter and ships no engine.

Reading workbench for DSH: a cover-grid bookshelf and a paginated single/double-page reader for Markdown, TXT, HTML, EPUB, MOBI and PDF, with highlight notes anchored to text offsets and three agent tools for listing books, reading highlights and pulling text excerpts.

Structure-level watermark removal for PDF and Word: finds full-page Form XObject overlays drawn on every page and text blocks matching a watermark vocabulary, lists them by confidence, then excises only the drawing operators or runs — the text layer, embedded images and their resolution are not re-rendered or altered.

Read PDF, DOCX, XLSX, PPTX and text documents as agent tools, and OCR scanned PDFs or images locally with tesseract.js. Exposes doc_read, pdf_read, xlsx_read, doc_meta and doc_ocr.