dsh-remote-bash: Securely execute remote SSH commands in DSH conversations
dsh-remote-bash is a DSH networking-tools plugin maintained by wybiacx. After registering Linux/macOS hosts and credentials in Settings, it provides five tools such as remote_bash to run SSH commands and transfer files via SFTP on either individual servers or host groups within the conversation. It also supports TOFU host-key verification, approval workflows for dangerous commands, and persistent shell sessions. The plugin requires DSH 0.2.x and Node 20+ and can be installed from GitHub via plugin_manager; configuration is stored in cordis.patch.yml. It’s released under the MIT license and uses the ssh2 library on the host side without relying on the local ssh client.
Read MoreFormula Beautifier: Convert LaTeX, MathType, and Pseudo-formulas into Editable Word Equation Objects
Formula Beautifier Master (@user_00cc0792/latex-omml) is a community skill in the education category on SkillHub, version 1.1.4, with requires_api_key=false, a rating of 100000, 927 downloads, and 0 installs. Targeting mathematical formulas in Word documents, it offers four pathways: directly generating OMML editable formulas from LaTeX (fractions, radicals, superscripts/subscripts, Greek letters, set symbols, matrices, integrals and summations); extracting mathematical symbols from PPT/PDF/images and restoring them to LaTeX; parsing the MTEF binary within MathType OLE objects to restore complete formula structure, serving as a MathType alternative; and batch upgrading pseudo-formulas hard-assembled with Unicode in docx (e.g., a²+b²≥2ab, A⊆B, √(ab)) into genuine editable formulas, handling upright numerals and parentheses along with italic letters according to typographic conventions. The article covers its positioning, core features, installation and activation requirements (official installation commands are not provided; the only verifiable condition is that it does not depend on an API key), trigger words and three typical invocation scenarios, applicable use cases, and limitations. Official URL: https://api.skillhub.cn/user_00cc0792/latex-omml
Read MoreWorkplace Relations: Breaking Down Interpersonal Conflict into Actionable Steps
Introduced is the Skill on SkillHub: community skill @user_e285fd2e/workplace-relations (v1.0.1, business-ops). This skill addresses workplace interpersonal conflicts by integrating methodologies such as Niche Thinking, Ranking Control instead of Disconnection, Refusing Golden Formula, Issue Separation, Nonviolent Communication, Safe Conversations, Area Political Analysis, and others. The skill capabilities are divided into two categories: scenario judgment and response (contradictions in team roles, unfair work dumping, being influenced by others' narratives, being isolated, credit theft, upward communication, switching teams to leave a toxic environment, etc.), and output generation (speaking scripts, WeChat replies, incident records, personnel files, PUA identification). It requires API Key to be false. As no installation instructions were provided in the original material, no unverified installation steps are included. At the end of the article, applicable scenarios, limitations, and the official URL are provided.
Read Moredsh-plugin-autoupdater: Performs periodic checks and automatic updates for DSH's installed npm plugins.
dsh-plugin-autoupdater is an automatic plugin updater consisting of package wy7779 for DeepSeek Harness, being responsible for automatically updating third-party bundle plugins installed via npm. By default, it will check for latest version every 3 hours and supports automatic install. If the DSH refuses an in-place upgrade, it can either uninstall the plugin and reinstall it again, or restore the previous version upon failure. The auto-update can only be performed after the session is idle for over 5 minutes. The settings page provides switch, update interval and a detailed result list, and the status will be saved to ~/.dsh/plugin-auto-updater/state.json. It requires DSH 0.2.1 and above. On the desktop, it can be installed via github:wy7779/dsh-plugin-autoupdater.
Read MoreUI Prototyping: A Complete Guide from Interface Layout to Building a Design System
UI Prototyping is a Skill designed for the interface prototyping phase. Released by the community publisher user_3c6cb52e and categorized under design-media, it is currently at version 2.0.1 and utilizes the universal SKILL.md format. It is tagged with requires_api_key=false, indicating no API Key is necessary. It deconstructs interface prototyping into a complete workflow: starting with interface layout to define the page skeleton, followed by component selection, then defining interaction state transitions, and finally solidifying the accumulated styles, components, and rules into a comprehensive design system, where the output of each preceding step serves as the input for the next. The article introduces what it is, its four core functions, installation and activation methods (note that official installation commands are not provided in the material, and users are advised to verify via the official page), a typical workflow, as well as applicable scenarios and precautions: it serves as a process guide rather than containing component libraries or template files, the reported installation count of 0 and rating of 100000 lack explanation, and its scope does not involve backend development or build processes.
Read MorePractical Labor Law Skills: Reducing Law Advisory into Reproducible Calculations and Documents
Practical labor law skills are constructed based on the *ima "Labor Law Learning Practical Manual" V3.0* (16 chapters, 685 pages), covering six major domains: determination of legal relationships, contracts and termination, wages, working hours and overtime pay, work-related injury/social insurance/housing provident fund, special protection, and arbitration procedures and evidence. The system incorporates six tools: amount calculators, statute of limitations and procedural node calculators, document generators, evidence collection checklists by cause of action, burden of proof allocation, and calculation standards for amounts and benefits. It supports the dual perspectives of both employees and employers. This article introduces its coverage scope, tool usage, activation precautions, and applicability boundaries.
Read MoreMarket Data - CICC Wealth: Unified Query Access for A-Share, Hong Kong Stock, and Index Market Data
Officially released by CICC Wealth Management, the market data Skill provides query capabilities for A-shares, Hong Kong stocks, and major indices. It covers dimensions such as real-time and historical quotes, capital flows, and sector performance, consolidating multi-source data into a single entry point to reduce the costs of multi-channel integration. Classified as an "enterprise source" under the "professional" category (Version 1.0.2, ID: @cicc-wm/ciccwm-market-analysis), usage requires API Key configuration. As existing public materials do not provide specific installation commands, configuration fields, or reproducible call examples, this article states this factually and suggests referring to the official webpage for authoritative information. It is suitable for developers requiring market data who prioritize source compliance.
Read Moredsh-vision-tool: Adds “+ Image Recognition” and `recognize_images` for Plain Text Models
dsh-vision-tool is a DSH community plugin maintained by wxy123-ctrl. It registers a “+ Vision” sister route for configured text-only providers and forwards session images to the user-selected vision model for recognition via recognize_images; the images do not enter the language model context. The settings page allows toggling the sister entry per model, selecting a vision model, and provides attachment library cleanup. To install, clone the repository and then use `plugin_manager install_bundle`, or install the bundle via the Web UI by specifying the directory path. MIT licensed; current version 0.1.3.
Read Moredsh-desktop-notify: DSH Desktop Windows System Notifications
dsh-desktop-notify (v1.4.0, wxy123-ctrl) is specifically designed for the DSH desktop profile. It triggers PowerShell NotifyIcon balloon notifications on Windows upon session completion, pending approvals/responses, schedules awaiting approval, errors, or scheduled reminders. Clicking a notification focuses the desktop window and executes openSession. It supports silencing session alarms and muting sub-agents by default, operating independently of the web-based dsh-sysnotify. Based on the README, this article outlines key points regarding installation, verification, and troubleshooting.
Read Moredsh-archived-cleanup: Batch Thoroughly Delete Local Traces of Archived Sessions
Officially, DSH supports only archived sessions and does not offer a local permanent deletion option. The dsh-archived-cleanup plugin (by wxy123-ctrl, admin-security) adds an "Archived Session Cleanup" section to the settings page. It purges logs, projection caches, workbench accounting records, spills, and exclusive attachments for sessions within the archive set, performing idempotent cleanup of orphan data after each operation. Starting from version 0.5.0, idle live sessions can be unloaded without restart; version 0.6.0 introduces a purge-all maintenance entry requiring a confirmation string. To install, use `plugin_manager install_bundle` or the Plugins page. Licensed under MIT.
Read MoreCNAS Assistant Skill for Control and Confirmation of Testing/Calibration Methods: The "Method Steward" for the Full Lifecycle of Laboratory Methods
Method Manager is a community Skill on SkillHub (Identifier: @user_c160f2b7/cnas-method-control, Version 1.0.1, Category: Professional, requires_api_key=false). Acting as a senior method management expert, it covers four major areas of full lifecycle management for testing and calibration methods: standards updating search, standard method validation and non-standard method verification, work instruction drafting and revision, and non-standard method & deviation management. It allows querying the status of standards (current, abolished, or replaced) and covers parameters for initial and re-validation (accuracy, precision, detection limit, quantitation limit, linearity, uncertainty, selectivity, matrix effect, robustness, recovery rate, etc.). The Skill outputs structured templates such as search records, validation plans/reports, verification plans/records, work instructions, deviation application records, lists of controlled methods, and approval forms for non-standard methods. It applies to method management requirements under CNAS-CL01:2018 clause 7.2, ISO/IEC 17025:2017 clause 7.2, CNAS-CL01-G001, GB/T 27417, GB/T 32467, and RB/T 214. Key usage requirements emphasize that validation (validatie) ≠ verification (verificatie), deviations must be approved prior to implementation, and technical management review is required. This Skill serves as a guide and does not replace actual operations or formal approval processes.
Read MoreCAJ2MD: Convert CNKI .caj/.kdh documents to Markdown
CAJ2MD (@user_865fd74e/caj-to-markdown, v0.3.1) is a general-purpose knowledge-management SKILL.md released by the community to convert CNKI .caj / .kdh literature into Markdown. It automatically identifies the true file format, directly converts CAJ wrapped in PDF containers, and transforms proprietary CAJ, KDH, and HN formats into PDF via caj2pdf, then generates structured Markdown using pymupdf4llm. For scanned documents, it automatically triggers RapidOCR for page-by-page recognition. The entire process runs locally. If conversion fails, it provides a fallback guide on using CAJViewer’s "Print to PDF" function. It is suitable for researchers, students, and graduate students organizing CNKI literature. Because both the official page and API endpoints failed to fetch during the writing process, installation commands and examples were not fabricated; the main text is based on fetched materials, and ratings or download counts that conflicted with existing leads have been annotated.
Read MoreZi Wei Dou Shu Natal Chart Organization Assistant: Consolidating Scattered Natal Charts into Structured Outputs
The Zi Wei Dou Shu Chart Organization Assistant is a Skill published on SkillHub, located at @infimind/ai-hive-folk-ziwei-reading (Version 1.0.0). Developed by JiRui Technology - AI Expert, it is categorized under "life-service" and requires no API Key. It reads user-authorized raw data to generate chart information in JSON format and SVG diagrams with screenshot coordinates, while delivering field source citations and a reference PDF for cultural and entertainment purposes. It can integrate with verified models within AI-HIVE to assist in data organization, while file processing and validation are handled by the host tool. This article introduces the Skill's positioning, capability boundaries, installation and activation methods, typical workflows, applicable scenarios, and limitations. It emphasizes that the output is structured data rather than fortune-telling conclusions, and is intended solely for reference regarding traditional culture and entertainment.
Read MoreCAPL Development: CAPL Script Reference Guide for Vector CANoe/CANalyzer
# Preface Those who write CAPL usually encounter two types of problems: first, they cannot clearly remember the syntax, as the structures for `on message`, `on timer`, `testcase`, and the signatures of built-in functions are scattered throughout the manuals; second, they know the syntax but are unsure which structure to use for specific scenarios, such as whether a diagnostic requirement should utilize diagnostic CAPL or a general script, or which test module syntax to start with for UDS testing. Browsing Vector's official documentation is time-consuming, and asking general LLMs often leads to hallucinated built-in functions that do not exist. The Skill introduced below is designed to converge upon and resolve this retrieval cost. # What is this capl development is a CAPL script reference tailored for Vector CANoe / CANalyzer...
Read MorePixel Usage Desk: Persistent Balance and Token Usage in the DSH Interface
Pixel Usage Desk is a DSH client plugin maintained by wxfiveopps1102. It displays DeepSeek balance, session tokens, context bars, and cumulative usage in a retro pixel CRT style in the top right corner of the Web UI. It does not initiate model calls. Installation involves adding a GitHub source on the plugin page or using the command `dsh plugin add git+https://github.com/wxfiveopps1102/pixel-usage-desk.git`, requiring DSH 0.2.1-rc.3 or higher. The same repository contains a standalone desktop widget for macOS 13+, which requires local building and is not installed with the plugin. The article outlines the features, installation steps, usage, data sources, and permission considerations.
Read Moredsh-fs-ctime-guard: Mitigating ctime false positives for FS_STALE_VERSION on macOS
DSH uses dev:ino:size:mtimeNs:ctimeNs for file version validation; however, on macOS, Spotlight/TCC often refresh only the ctime, causing false FS_STALE_VERSION errors shortly after writing. The community plugin dsh-fs-ctime-guard (wx-yss, admin-security) prepends logic at the outermost layer of fs/edit-intent and fs/write-intent: it overwrites the guard version and allows the operation only when fields other than ctime remain unchanged. Installation: run `dsh plugin --profile web add dsh-fs-ctime-guard` followed by `ds`. Users must accept known weakenings, such as same-size + mtime restoration, before use; the plugin can be uninstalled once upstream issue #3111 is resolved. MIT License, version 0.1.2.
Read Moremcp-best-practices: Building Production-Ready MCP Services with the TypeScript SDK
'mcp-best-practices' is a community Skill dedicated to MCP service development. Built upon the TypeScript SDK (spec 2025-11-25, SDK v1.29 / v2 alpha), it covers topics including transports, tool and schema design, error handling, security and OAuth, performance, known SDK bugs, content vs. structuredContent, v2 migration, MCP Apps, extensions, and the Registry. It is suitable for scenarios involving the construction or review of MCP servers and tools, and requires no API key for use.
Read Moredsh-tongwen: 9-Level DSH Memo Add-On with Double Handoff
dsh-tongwen is a DSH memory plugin maintained by wx-holmes. It utilizes nine top-level directories to uniformly organize artifacts, generates both machine- and user-readable handovers upon task completion, and provides fifteen tools—including locate, begin_task, end_task, project whiteboards, and request mailboxes—to support cross-session collaboration. Based on the official README, this article introduces the nine-tier rules, installation commands, root configurations, and typical usage scenarios, while also explaining permissions and the background of community directories.
Read MoreSocial Media Operations Expert Wang Chen: Methodologies and Execution Strategies for Short Video Operations
"Social Media Operations Expert - Wang Chen" is a community Skill published on SkillHub, located at @user_8e24bb39/video-ops. Version 1.0.0, categorized under content-creation, and requiring no API Key. It distills the entire workflow for short video accounts—from positioning, planning, filming and editing, publishing and operations, and data analysis to monetization—into a standardized methodology. It covers Douyin, Kuaishou, WeChat Channels, and Xiaohongshu, and directly generates four types of deliverables: account positioning templates, short video scripts, publishing checklists, and weekly data reports. This article describes its positioning, core features, installation and activation methods, typical use cases, applicable scenarios, and precautions.
Read MoreDSH Folder Explorer: A VSCode-style Folder Explorer for the DSH Right Sidebar
DSH Folder Explorer (wx-98/DSH-folder) is a Cordis dual-sided client plugin for DeepSeek Harness: its right sidebar offers a VSCode-like file tree, file-type icons, controlled local file operations, and the ability to insert files/folders into the chat input box as @ references. It requires DSH 0.2.1-rc.5 and can be installed via github:wx-98/DSH-folder or the npm package dsh-folder-explorer. Based on the repository README, this article covers installation steps, typical usage, security boundaries, and known limitations.
Read Moreimage-table-to-excel: Compiling tables from multiple images into formatted Excel
image-table-to-excel is a community skill in the office-efficiency category, located at @user_a6ee0244/image-table-to-excel, version 1.0.0, tagged requires_api_key=false. It identifies table data in multiple images (such as taxi orders, transaction records), generates format-optimized Excel files after sorting by specified time columns, supports merged cells, adjusted column widths, and alternating row colors. This article describes the problems it solves, verified capability boundaries, and limitations to note during integration: image clarity affects recognition, time column header naming needs to be consistent, and as it is community-sourced with zero installations, small-scale validation is required first. Official URL: https://api.skillhub.cn/user_a6ee0244/image-table-to-excel.
Read Moredsh-wash: Stripping input envelopes copied into assistant replies
dsh-wash is a DeepSeek Harness plugin maintained by wwznm0. It scans local session records and removes user_message, turn_meta, and assistant_user tag fields that the model has copied back into assistant messages. Before cleaning, it automatically backs up to ~/.dsh/dsh-wash/backups/, supporting one-click restore and rollback on self-check failure. The sidebar provides options to scan all sessions, a single session, or perform batch cleaning. It only modifies assistant text while preserving seq and tool events. Requires DSH 0.2.1-rc.2 segment and Node 22.15+. Current version is 0.1.3, licensed under MIT.
Read MoreESP32 Local Voice Assistant: Building an Offline-First Voice Agent on Budget Development Boards
This article introduces the "Building a Local Voice Assistant with ESP32" Skill on SkillHub, published by Kunlun Growth. Adopting the philosophy of xiaozhi-esp32, it offers a methodology for creating embedded voice assistants covering hardware selection, firmware flashing, wake word configuration, local/cloud models, and MCP integration. The article outlines the skill's positioning, five core components, activation methods based on SKILL.md, typical setup procedures, applicable scenarios, limitations, and provides the official link.
Read MoreAutomated Generation of Consulting Reports: Solidifying Chinese Report Paradigms into Reusable Skills
"Automated Generation of Consulting Reports" is a community-sourced Skill for generating general consulting/market research reports (located at @user_cb2d6517/research-pro-new, version 1.0.3, category: content-creation, requires_api_key=false). When users need to write industry research reports, market research reports, white papers, trend reports, or prepare client-facing PPT deliverables, it standardizes mainstream Chinese consulting report templates: cover page, table of contents (CONTENTS), research scope definition, executive summary, section divider pages, content pages (with sources noted in the page footer), business cooperation section, data sources list/appendix (with footnotes/endnotes corresponding to the in-text superscript markers), legal notice/copyright notice/disclaimer, and THANKS page. It also includes a built-in data ledger serving as an anti-fabrication gate, chart/figure generation, and pre-delivery quality checks; institutional name, brand colors, and contact details are configurable placeholders. This article lists only verified capabilities. Installation commands and detailed configuration fields were missing in the retrieved materials and were not fabricated; please refer to the official page for details.
Read Moredsh-explorer: Workspace File Tree Visualization for DeepSeek Harness
dsh-explorer is a DeepSeek Harness client plugin maintained by wwwroot that provides a workspace file tree in the right sidebar. It supports precise cursor-based drag-and-drop @ references, Alt/Shift source code embedding, double-click to open tabs, real-time search, Git M/U/D badges, and compact directory chains, with density and 75%–135% zoom levels persisted. Installation via `dsh plugin add dsh-explorer` or `cordis.patch.yml`; Host requires Node >= 20, MIT licensed.
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