dsh-turn-usage: Display per-turn inference cost (¥) in DSH
dsh-turn-usage is the DSH Web plugin maintained by WhAIthere. It displays the cost per single turn next to each action row, and persistently shows the totals for the current turn, the present day, and the entire session (in RMB) above the input box. Pricing is based on model selection along with peak/off-peak and holiday rates. It exclusively reads data from official usage records and session events. Optionally, it can incorporate native DeepSeek search fees via dsh-search-audit. It supports chip/dock/search toggles and a Host API for statistical scripts, though all displayed values are estimates rather than official billing amounts.
Read MoreHuawei Device Configuration Analysis: Converting `display current-configuration` Output into Exportable Audit Reports
Huawei Device Configuration Analysis (network-config-analysis) is a community Skill published by user_07a8abd6 on SkillHub. Versioned at 1.0.1 and categorized under it-ops-security, it processes data communication device configuration files (dis cu / display current-configuration / running-config). Supporting Huawei USG firewalls, VRP routers, and enterprise switches, it reconstructs network architectures and audits routing and policy routing, security policies, NAT, QoS, and management planes. By pinpointing configuration risks and root causes of failures, it generates single-file HTML audit reports with exportable PDF capabilities. It is designed for offline text analysis scenarios such as configuration analysis, auditing, risk assessment, report generation, and post-mortem reviews, but is not intended for online device data collection or real-time configuration modification.
Read Moredsh-search-audit: Bypass logging of token usage for official DeepSeek search
When the official `dsh-web-search-deepseek` calls `api.deepseek.com`, the `usage` in the response is not recorded in the session logs, resulting in missed cost calculations at the turn level. WhAIthere's `dsh-search-audit` functions as a read-only wrapper around `globalThis.fetch` within the Host. It appends the `usage` from calls related to `web_search_20250305` to `~/.dsh/search-usage.jsonl` without modifying the request or response. An optional environment variable, `DSH_SEARCH_AUDIT_LOG`, overrides the path for pricing consumers like `dsh-turn-cost`. It operates as a pure side-channel with asynchronous disk writes; failures do not affect the search functionality.
Read MoreCron-helper: Schedule AI Agent Tasks Without Cron Syntax
The `cron-helper` is an AI Agent Skill available on SkillHub, located at `@zcwl/cron-helper` and published by Zhichuang Weilai. It is designed for scheduling tasks in AI Agents, aiming to allow developers to avoid manually writing cron expressions, and it explicitly states that no API key is required. The official page could not be accessed for verification during fact-checking, and the article only confirms information up to the level of the basic introduction. Installation commands, configuration fields, and specific usage details have not been verified and are therefore not listed.
Read MoreBusiness Registration Query: Directly Searching Enterprise Registration Information within Agent Conversations
The Enterprise Business Inquiry is a Skill released by Lingxi Technology Co., Ltd. Based on the Lingxi Commercial Database, it retrieves core industrial and commercial registration information by simply inputting a company name. It covers 20 registration elements and displays the original text of the business scope in full. It supports precise or fuzzy queries and context-linked queries; when a company ID is missing, it automatically interfaces with enterprise prospecting capabilities to locate the specific company. This article describes its core functions, trigger words and scenarios, the prerequisite of an API Key for activation, and typical use cases from the official introduction, as well as applicable scenarios and precautions. It also clarifies that if installation commands and configuration items are not provided in public information, the official page should be taken as the standard.
Read More"Comparative Genomics Skill: k-mer Comparison of Two Sequences"
This article introduces the community Skill "Comparative genomics", which performs k-mer based comparison of two input sequences and outputs the Jaccard similarity, shared k-mer sets, GC-content difference, and a homology estimate. The article verifies the functionality, version, publisher, and metadata using the already retrieved official documentation, and notes that the hosted executor only returns the server response without running a local toolchain. Since official sources do not provide a verifiable installation command or a JSON input sample, the article accordingly omits these examples.
Read MoreMicrosoft Teams Apps Skill: Engineering Skills for Building Bots and AI Agents in Teams
Microsoft Teams Apps Skill is an engineering skill for Teams app development, released by RealQ, version 1.0.0, classified under dev-programming. It covers building Teams bots and AI agents, integration of Claude/OpenAI models, rendering of Adaptive Cards, and invocation of Microsoft Graph APIs, and requires the configuration of an API key. This article introduces its positioning, capabilities, common enabling methods, applicable scenarios, and precautions, and provides its official address.
Read Moredsh-topbar: Displaying DSH Session Status in the GNOME Top Bar
dsh-topbar is a plugin for the DSH client maintained by WelY1. It works with a companion GNOME Shell extension to show gray/green/yellow status blocks in the top panel for each top-level session (running, completed but unread, or waiting for approval or a reply). It supports GNOME 3.36–48, and the recommended install command is `dsh plugin --profile web add dsh-topbar`. Configuration is done in the sidebar plugin details page/tab, including the maximum number of color blocks, click-to-open deep links, and the dwell time for reminders; sub-agent activity can be rolled up into the parent session. Before installing, consult the source code and the MIT license, and note that from DSH 0.2.0-rc.2 onward the configuration namespace has changed.
Read Moredsh-model-picker-2level: Two-level Model Selection for DeepSeek Harness
`dsh-model-picker-2level` is a DeepSeek Harness community plugin maintained by weiYe-exployer, published as the npm package `@codewei823/dsh-model-picker-2level` (0.1.6). It replaces the model selection UI in the input area to allow configuring the provider first, followed by the model. It retains hierarchical search and thought intensity features, and integrates seamlessly with the host's model catalog and the /model command. Based on the official README, this article details the installation command (`dsh plugin --profile desktop add`), typical operations, and keyboard shortcuts. It also outlines the declared support for DSH 0.2.1-rc.3, sub-agent toggle restrictions, and known limitations.
Read MoreDSH Context OS: Composing Each Agent Run by Complete, Replaceable Resource Services
DSH Context OS (0.2.0) is a DeepSeek Harness workflow plugin maintained by weijiafu14. Centered on the Agent loop, it combines complete services—including execution environments, history, code, and documentation—via context connectors, with the framework assembling the context and routing events. This article introduces its three-layer architecture, the capabilities of version 0.2, official npm installation commands and startup methods, as well as the usage of the Web composer and permission considerations.
Read Moreoutlook-calendar-management: Let AI Assistants Directly Operate Your Outlook Calendar
outlook-calendar-management is a community‑published, general‑purpose Skill in SKILL.md format, located at @user_86ed24e0/outlook-calendar-management, version 3.0.0, classified under office‑efficiency. It wraps Outlook / Microsoft Calendar event operations as a Skill that AI assistants can call directly, enabling create, read, update, and delete (CRUD) operations through natural conversation. According to the official description and tags, it supports viewing, searching for, adding, updating, moving, and deleting calendar events, creating recurring events, and checking free time. The tag requires_api_key=true indicates that prior API key configuration is required before use. It focuses solely on calendars—not email—and does not cover other calendar products. The article describes its core capabilities, official location, and activation method, and reproduces examples drawn from the official introduction, such as adding schedules, changing times, deleting meetings, setting up weekly recurring meetings, and asking which days are free. Because the retrieved information does not include concrete installation commands, directory paths, or configuration syntax, the article also omits unverified commands. It is intended for developers who need conversational or automated management of Outlook / Microsoft Calendar, especially in scenarios involving recurring events and free‑time queries. Before use, an API key must be configured, and users should be mindful of calendar permissions, synchronization status, and the trustworthiness of the community source.
Read Morellmwiki-v2-TideAI: Building a Queryable, Self-Healing Markdown Knowledge Base for Projects
This article introduces the community Skill llmwiki-v2-ChaoXi AI. Built upon the Karpathy specification and rohitg00's production experience, it targets teams suffering from "scattered documentation and inability to consolidate knowledge." By leveraging trigger words, it covers knowledge base construction, ingestion, querying, health checks, and organized upgrades, with knowledge persisted in the repository as interconnected Markdown files. The article outlines core features and typical usage patterns, and notes that the materials do not specify the concrete instruction set or file format of SKILL.md. Rating and download figures also vary across different sources, so skill files and official page data should be verified before adoption.
Read MoreMicrobiome: Alpha, Beta Diversity, and Rarefaction Analysis of OTU Tables
This article introduces the community-published `data-analysis` skill “Microbiome” on SkillHub (`@user_f4fc8899/bio-microbiome-integrated`, version 1.4.20). It is positioned as a hosted executor: it accepts documented JSON input, returns structured content, and can return Markdown when the corresponding input is provided. It explicitly does not run an upstream local toolchain or operate third-party accounts; the deliverable is a validated server-side response. Its core functions are only three: per-sample alpha diversity, beta diversity using Bray-Curtis distance between samples with PCoA coordinates, and diversity computed after rarefying the abundance table. Installation instructions provide only the official identifier; the page materials do not include a verifiable install command. The metadata shows `requires_api_key=false` and `pricing_type=alipay`, indicating that no API key is required but billing is via Alipay; costs and usage quotas should be confirmed before invocation. Because there are no field-level examples in the documentation, field names and value ranges should be based on the SkillHub page description. Its applicable scenario is routine diversity assessment where consistent results are desired across different machines. Note that it does not perform taxonomic annotation or differential testing; rarefaction is a sampling-based estimate, and differences in sample size can affect results. Before uploading an OTU table, users must also confirm data-export compliance.
Read MoreDSH-Listen-Together: Log into NetEase Cloud Music in DSH, join "Listen Together," and record room messages
dsh-listen-together is a standalone DSH plugin maintained by WEATER604 (v0.3.0, MIT). It provides a "Listen Together" section in the settings, supporting login via QR code or MUSIC_U cookie, joining duo/multi-person rooms via invitation links, heartbeat-based song synchronization, and logging room entry, song changes, and chats. It also supports binding to DSH sessions for auto-reply. Installation is enabled via junction/symlink in the profile directory and link dependencies in package.json, with data stored in ~/.dsh/listen-together/ by default. Based on the GitHub README, this article covers features, steps, data files, and known limitations.
Read MoreThe Art of Translation: Scientific and Marketing Narratives Wait, user said translate. Follow. Campaign Science: The Dual Narratives of Facts
The Pharmaceutical Communication "Scientific Narrative/Marketing Narrative" Dual-Track Generator, released by the Baitong AI Service Platform. Adopting a dual perspective of "Medical Advisor + Brand Director," it determines the narrative type based on the scenario (audience + objective) and generates communication drafts according to methodology: Scientific Narratives follow a three-tier progression of Mechanism → Evidence → Patient Benefit, intended for physicians, KOLs, regulators, and payers; Marketing Narratives utilize a three-layer structure of Positioning → Emotion → Action, intended for patients, the public, and pharmacy staff. The dual-track system is designed for complex scenarios such as sales visits, product launches, marketing plans, and GEO. The entire process undergoes three compliance checks (no boundary violation, no exaggeration, no misleading) to ensure the translation does not fabricate content. Trigger words cover narrative types, communication scenarios, rhetorical methods, and category terms (innovative drugs, medical devices, medical aesthetics, functional skincare, etc.); category routing is detailed in the "Category Narrative Matrix" in the main text. Current version 2.0.0, requires_api_key=false.
Read MoreDesigner Profile: Organizing Style Analysis and Masterpiece Appreciation of Legendary and Contemporary Designers with Skill
Designer Archive is a community-maintained design-media Skill published by user_3c6cb52e (v2.0.2). Covering legendary and contemporary designers such as Coco Chanel, Alexander McQueen, and Rei Kawakubo, it offers style analysis and appreciation of masterpieces. With requires_api_key=false, it is suitable for fashion content, design research, and brand planning scenarios, and is triggered on-demand after being enabled via the SKILL.md client.
Read MorePlugBox: Cross-Platform Plugin Adaptation and Management Interface
PlugBox is maintained by Wcof and features a separation between the core layer and the HostAdapter adapter layer, providing unified plugin management, marketplace browsing, branch installation, and index subscription within the DSH package. It supports curated index.json and community.json; the DSH adapter has been tested in version 0.2.1-rc.5. Installation can be performed by subscribing to the raw index via Index sources to search for plugbox, or by executing the command dsh plugin --profile web add github:Wcof/PlugBox. The plugin runs with the current DSH process permissions; please verify the source code and MIT license before installation.
Read Moredsh-file-manager: Directly Manage Session Workspace Files in DSH Web
dsh-file-manager is a DSH client plugin maintained by wchengk09, providing Web Files capabilities with support for upload, download, folder ZIP, rename, delete, and new directory creation. Operating under authenticated and workspace isolation, it enables streaming via the "File Management" sidebar tab and built-in file/preview action bars, removing the daily need for SFTP dependencies. Installation is performed by referencing the package via pnpm or symbolic links in ~/.dsh/profiles/web and recording it in dsh.profile.bundles, with host routing located at /api2/dsh-file-manager/*.
Read Morecreate-image-by-html: Render HTML Designs to PNG
create-image-by-html is a community Skill on SkillHub, located at @user_a970e076/create-image-by-html, version 1.0.0, categorized under design-media, and published by user_a970e076. Its purpose is to render existing HTML design files into PNG images when users request drawing, illustrations, infographics, design graphics, HTML-to-PNG conversion, or image export, eliminating the need to build custom headless browser scripts. The tag requires_api_key=false indicates no additional key is needed for activation. The documentation does not provide specific platform installation commands or reproducible command-line examples; only trigger words and input/output formats can be verified. The output is a PNG bitmap rather than vector, with rendering quality dependent on the HTML itself. The page currently shows a rating of 100,000, 827 downloads, and 0 installations, with no data supporting actual adoption rates. As a community Skill, its execution logic requires source code review for confirmation. It is suitable for scenarios where existing HTML templates are available and quick static illustration generation is needed.
Read MorePharma Penguin - Sales Data Analysis: Entrusting Pharmaceutical Sales Trends, YoY & MoM Comparisons, and Multi-dimensional Dashboards to AI Models
This article introduces the large model Skill "Pharma Penguin - Sales Data Analysis" (@org-gfymbxku/wmqe-pharma-sales-data), published by Weiming Penguin (Beijing) Technology Co., Ltd. Version 1.3.3, it is classified under the data-analysis category of SkillHub with the tag requires_api_key=false. Designed for pharmaceutical sales data analysis scenarios, this Skill covers sales trends, year-over-year and month-over-month comparisons, trend dashboards across both customer and product dimensions, as well as compliance traceability. It aims to standardize repetitive trend calculations and reporting metrics, enabling the model to generate analysis results through fixed steps while retaining data provenance. The article outlines its positioning and capability boundaries, publicly available official documentation, as well as the input fields, statistical criteria, aggregation methods, and data verification steps that need to be confirmed before use. Since the official page does not disclose installation commands, usage examples, licensing agreements, or data descriptions, the article does not fabricate such commands or samples. Instead, it lists verifiable pre-activation preparations and applicable limitations, and provides the official URL for further reference.
Read MoreDSH Teaching Mode: Transforming AI Lectures into a "Teach a Bit, Test a Bit, Consolidate & Review" Approach
`dsh-teaching-mode` is a workflow plugin for DeepSeek Harness, disabled by default and enabled with `/teaching on`. It injects rules into each request, such as teaching only one mini-topic per session, followed by card-based quizzes after the topic is covered, and writing review materials for each section into the `projects/<Subject>/03-Output/` directory. It also supports a prep gate, tiered error classification, and cross-session lesson continuation starting from version 0.9.3. The package can be installed via npm, while desktop clients use the `install_bundle` function. It is released under the MIT License and is currently at version 0.9.5.
Read MoreVideo Line Extraction: Extracting Editable Line Text from Bilibili, YouTube, and Local Videos
"Video Transcript Extraction" is a general-purpose Skill on the community SkillHub (coordinate @user_00c83071/video-transcript-yangle, version 1.1.1, category design-media) that solves the problem of extracting transcript text from Bilibili, YouTube, and local videos. It directly extracts subtitles when available, and performs automatic ASR transcription when subtitles are absent, supporting two backends: local FunASR or SiliconFlow API. Output supports both plain text and SRT formats, with the tag requires_api_key=false. The article describes the core capabilities and official address, and notes that the captured documentation lacks installation commands, configuration fields, and reproducible examples, with those sections left blank as-is. It also provides platform metric references (score 100000, downloads 834, installs 0).
Read Moredsh-thinking-zh: Collapsed thinking preview auto-translated to Chinese
dsh-thinking-zh is a community plugin developed by waterc07 for the DeepSeek Harness desktop web interface, specifically designed to automatically translate the English thinking preview in the collapsed state into Chinese. The host-side component proxies Bing/Google translation services over a same-origin loopback, implementing LRU and disk caching; the browser-side component uses MutationObserver to replace text in place after a 400ms stabilization period. This division of labor does not conflict with the built-in cot-translation, which only processes expanded body content. On Windows, it can be deployed by writing to the profile via install.mjs and restarting DSH, with configuration persisted through /api/dsh-thinking-zh/set.
Read MorePharmaceutical Penguin - R&D and Experiment: Handing Over Four Types of Repetitive Drug Development Work to WorkBuddy
Pharma Penguin – R&D & Experimentation is a WorkBuddy Skill released by Baitong AI Service Platform (source: enterprise; category: professional), version 1.0.2, requires an API Key, and comes from the *Pharma Penguin WorkBuddy Pharma AI Workplace Scenarios White Paper*. It consolidates the “R&D & Experimentation” sub-scenario under drug R&D/QA roles into one assistant, covering four task types: experimental protocol review, experiment data statistical analysis reporting, SOP retrieval & generation, and CTD-format registration document skeleton generation. The article describes the pain points it addresses, the capabilities it declares, key enablement and configuration points in the SkillHub marketplace, as well as four typical usage patterns and applicable limitations.
Read Moredsh-interaction-notify：When the Agent is waiting for you, Windows notifications call you back to DSH.
dsh-interaction-notify is a DSH host plugin (host-only) maintained by waterc07. It triggers on three types of events—ask_user_question, tool authorization approval/asked, and exit_plan_mode plan approval—by popping up Windows Toast notifications, playing notification sounds, and optionally blinking the taskbar. Clicking a notification brings you back to DSH. It supports deduplication, flood protection, silent mode when in the foreground, and state.json configuration, with hot updates via local HTTP /set and /test endpoints. It is only applicable to Windows 10/11 and the DSH desktop client. Recommended installation: run node scripts/install.mjs --profile desktop and then fully restart DSH.
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