Critical Reading of Medical Literature: Conducting Peer-Review-Level Critical Analysis of a Single Medical Article and Generating a Structured Excerpt Report
A Skill designed for intensive reading of individual medical literature, conducting deep analysis based on peer review standards and generating structured excerpt reports. It covers clinical studies, animal experiments, cell experiments, molecular mechanisms, and mixed-type research, with keywords including GRADE, SYRCLE, and ARRIVE. Released by community publisher user_767538ff, this is an entry for the World Pharmacists Day AI Pharmacy Skill Competition (Version 1.0.0). Sourced from the community and categorized under knowledge-management, it requires no API key. Since official installation commands and usage examples are not provided in the materials, this is stated truthfully in the text, and users are advised to refer to the installation instructions on the SkillHub page.
Read Moredsh-local-search: Enabling Models to Query Local Machine Index Instead of Guessing Paths
This document introduces the DSH plugin **dsh-local-search**, maintained by fishdivinity. On Windows, it searches full-disk file names via **Everything** (es.exe), and searches the content of PDF/Office/EPUB files via **Anytxt**. It exposes five read-only tools to the model, including **local_search_files**. The document covers the installation profile command, dependencies and GUI requirements, configuration entry points, and applicable scenarios. It also notes that the plugin runs with the permissions of the DSH process, and that users should review the source code and licenses themselves.
Read Moredsh-strata-sync: Aligning DSH Models and Context Compression Budgets to Strata Server
dsh-strata-sync is a DSH client plugin maintained by ethan741205. In the settings page, it read-only fetches the current model and verified capabilities from the Strata Server, and after previewing the differences, it backs up and syncs DSH custom models, output limits, and the Agent preset's compaction budget. Optional features include auto-sync on startup and a 60-second runtime mismatch alert. It supports editing summary length descriptions and Dynamic summary target. The plugin is read-only with respect to Strata and does not modify ongoing sessions. Installation can be done via the plugin manager by entering dsh-strata-sync, or via CLI: dsh plugin --profile desktop add dsh-strata-sync --registry=https://registry.npmjs.org/. Before use, you need to configure Strata's OpenAI-compatible provider in DSH Models.
Read MoreArchitectural Deepening: Codebase Scan and HTML Report on Areas for Further Refinement
Architecture Deepening (v1.0.0, by kunlungrowth, category: dev-programming) scans existing codebases to identify opportunities for "deepening," generates a visual HTML report, and then interrogates selected items one by one. It requires no API Key. This article verifies the capability boundaries defined in official materials: it performs only three steps—scanning, reporting, and follow-up inquiry; it does not automatically modify code, nor does it provide public installation commands or reproducible examples. Therefore, no speculation is made regarding directory differences or command-line syntax for Cursor or Claude Code. At the time of retrieval, the download count was 1,216 with 0 installs; given the small sample size, the score of 100,000 has limited reference value. It is suitable for projects requiring review or handover, or those seeking to make implicit architectural constraints explicit, but is not suitable for empty repositories or scenarios requiring function-level call chain analysis.
Read MoreAmazon Industry Benchmarking: Category Star Rating & Negative Review Rate Ranking — Analyzing ASINs within the Category Context
This article introduces the community Skill "Amazon Industry Benchmark · Category Star Rating & Negative Review Rate Ranking" (*@user_507a5056/industry-benchmark*, v1.5.2, *business-ops*). The free tier displays the product's relative positioning regarding star ratings and negative review rates within its category. The paid tier provides category rankings based on three metrics: recent 30-day popularity, negative review rate, and average star rating, facilitating product selection and competitive positioning. The same package offers ARI review analysis capabilities, including ASIN subscription and data collection, review filtering, star rating and keyword trend radars, VOC and deep insight reports, product operation workflows, watch list change monitoring, negative review alerts and workbench, and CSV/Markdown/HTML exports. An ARI API key with the *ari_live_* prefix is required. As the retrieved documentation does not provide installation commands or details regarding multi-environment differences, this has been honestly noted in the article without fabrication.
Read MoreFinance Elite: Structured, Compliant, and Traceable Financial Automation Skill
The Finance Elite (User user_7b2a66ab/finance-assistant-skill) is published by SkillHub user user_7b2a66ab, version 1.0.0, source: community, category: professional, tag: requires_api_key=false. It provides structured, compliant, and traceable financial automation support when users need to handle finance-related tasks, suitable for scenarios including invoice verification, three-way matching, bank reconciliation, aging analysis, cash flow forecasting, tax validation, and financial report generation. The trigger conditions are when user intent involves amount calculation, bill processing, accounts receivable and payable management, tax compliance, or financial data analysis. It is not applicable to general non-financial data processing, unstructured casual conversation, or legal consultations beyond the scope of financial expertise. This article describes the skill's positioning, core functions, enablement method, and applicable boundaries; the materials do not provide official installation commands, reproducible examples, or dependency descriptions, and specifics should refer to the official SkillHub page.
Read Moredsh-wechat-wake: Scheduled Wakeup in WeChat Social Mode
dsh-wechat-wake provides three sets of timed tools—remind_later, remind_list, and remind_cancel—for DSH WeChat social mode sessions, bypassing the restrictions imposed by schedule and bridge in social mode. At the scheduled time, content is delivered to the current chat via follow-up messages or direct messages. Authorization remains handled by WeChatAgent through per-chat selection. This article, based on the repository's README, introduces installation commands, self-check mechanisms, tool behaviors, dependency channels, and security boundaries, making it suitable for WeChat agent scenarios involving companion chat and personality-driven interactions.
Read Moredsh-connect-workbuddy-models: Consolidate local WorkBuddy multi-accounts into the DSH model pool
The DSH plugin dsh-connect-workbuddy-models (v0.1.1, MIT) by DragonHorizon-xtihc aggregates local WorkBuddy login snapshots into two model pool providers—domestic and international. It automatically discovers accounts, reads CycleCapacityRemainPrecise credits and expiration dates, provides expiration reminders and check-in functionality, supports five account rotation strategies including expiry-based switching, and allows account switching and total credit viewing directly below the input box. It can coexist with the single-account dsh-connect-workbuddy. Installation involves adding the profile package.json dependency and bundles configuration, then running pnpm install and restarting DSH.
Read Moredsh-file-integrity-check: Cleanup of DSH workspace sandbox ACL residuals
DSH leaves Low-integrity labels and S-1-4 sandbox ACEs in disk ACLs for Windows Restricted Workspaces, which may persist even after session or workspace removal. The plugin dsh-file-integrity-check (Dofang-C, v1.2.0, MIT) reads the DSH live workspace list, performs read-only scanning of three types of sandbox remnants, repairs and verifies after confirmation, and retains a replaceable rollback record per workspace; supports sidebar and PowerShell CLI, requires Windows 10/11 and DSH≥0.2.1.
Read Moredsh-live-vibecoding: Broadcasting DeepSeek Harness Agents on Bilibili
dsh-live-vibecoding (Deiael, MIT, 0.1.0) is a DeepSeek Harness community plugin that enables Agents to read danmaku, thank gifts, remember regular viewers, and manage song request queues on Bilibili, with voice output via Doubao TTS and streaming through OBS. It includes a live streaming console, a customizable stage with interchangeable skins, and automatic OBS/Bilibili configuration. Installation: dsh plugin --profile desktop add dsh-live-vibecoding, and add it to dsh.profile.bundles. Requires OBS 28+, a Bilibili live room, and a seed-tts-2.0 Key for TTS. Based on the dsh-livestream architecture.
Read MoreTicket Parsing, Data Cleaning, Field Extraction: Transforming Firefox Ticket Text into Structured Data
This article introduces the community Skill "Ticket Parsing, Data Cleaning, Field Extraction" (@user_a10ab3ad/foxtracs, version 1.0.2, categorized under data-analysis) on SkillHub. It reads Firefox ticket text, extracts key fields, and outputs structured data to facilitate subsequent statistics and analysis. The tag `requires_api_key=false` indicates that no API Key is required. This article outlines its core capabilities, applicable scenarios, and limitations. It also truthfully states that the official page could not be accessed during the writing of this article, and installation commands and examples were not included in the available materials. Therefore, no unverified installation steps are provided; users are advised to refer to the official page for details.
Read Moredsh-power-menu-mac: One-Click Refresh, Restart, and Close for the macOS Desktop DSH Title Bar
dsh-power-menu-mac is an MIT-licensed macOS port of the Windows plug-in dsh-power-menu, maintained by DDMUC. It places a power button in the top-right corner of the DSH Desktop session title bar, providing actions to refresh the page, restart the app (with window-ready validation), schedule shutdown/restart, and fully quit the application. Before performing a refresh, it checks whether the plug-in bundle has been modified to avoid revision conflicts. After installation, users must run enable.sh to write entries into dsh.profile.bundles and then restart DSH. The tool is strictly local and Darwin-only, but it can also be used alongside dsh web. Configuration includes a default countdown time in minutes and optional system prompt injection.
Read MoreMini Program Canvas Preview & Screenshot Visual Verification (8-Point Checklist): Regression-Ready Screenshot Checking for Canvas Rendering
A Skill designed for local preview and screenshot visual verification of WeChat Mini Program canvas projects, with coordinates @user_3ff3c268/miniprogram-canvas-verify. Maintained by community publisher user_3ff3c268, it is categorized under dev-programming (Version 1.2.0, Source: community, Tag: requires_api_key=false). It chains a fixed workflow of "starting a static preview service — executing JS screenshots via Selenium — cropping and regression comparison based on scene YAML," and provides an 8-item verification checklist for preview.html (blank screen, lines, centering, instant redraw, export, color values, console, and consistency). Defaulting to port :9099, it supports specifying root directories and ports. Utilizing a pure frontend + Python toolchain with zero business dependencies, it requires no API Key. Trigger words include preview canvas, screenshot verification, visual regression, verify rendering effects, miniprogram canvas verification, and start preview service. This article only documents verified capabilities; since the official page was inaccessible during this session, installation commands, scene YAML fields, and examples are not fabricated. Furthermore, it clarifies limitations, such as not replacing business logic testing and being susceptible to viewport and anti-aliasing effects.
Read Morevideo-downloader-by-browser: Chunked Video Download Skill Involving a Headed Browser
video-downloader-by-browser is a community Skill, located at @user_55bc9e8d/video-downloader-by-browser, categorized under design-media, version 1.0.3. It utilizes a headed browser to open video pages, allowing the user to complete logins, SMS verification, slider captchas, viewing password entries, or definition switching. It then intercepts the actual stream URLs, downloads TS streams / m3u8 / large MP4 segments in parallel, losslessly merges them into a complete MP4, and cleans up the segments after acceptance verification. It is suitable for restricted segmented video sites such as Youku, Tencent Video, iQIYI, and Bilibili. Scraped data indicates a score of 100000, 1217 downloads, and 0 installations. As the official page scraping failed this time, installation commands and client differences remain unverified; therefore, no commands have been fabricated in the text.
Read MoreDSH Plugin Store: Browsing Community Plugins in Harness
The Harness Plugin Store (dsh-plugin-store 0.3.5), a DeepSeek Harness client plugin developed by Chiyang001, offers community plugin discovery, nine filter categories with search, favorites, npm installation mirrors, and format:1 subscription feeds in the sidebar. It also manages plugin installation and enablement/disabling by reading the host manifest. The plugin includes 860 built-in community directory snapshots and offline daily poetry, and supports the mobile bottom bar and a warm theme. Web installation: `dsh plugin --profile web add github:Chiyang001/DSH_Plugin_Store`. Compatible with `>=0.2.1-rc.5 <0.3.0`. This is a community project, not an official store.
Read MoreThe Complete Workflow for Traffic Accident Disputes (by Lawyer Zhang Chenlu): Standardizing Case Handling Procedures into a Skill
An Agent Skill designed for legal practice, released by community developer user_281f816d on SkillHub (Version 1.0.1, Category: Professional). It covers liability determination and review, special types of accidents, disability assessment, compensation schedules, insurance negotiation, dual compensation for work-related injuries, litigation and mediation, and includes guidelines for on-site evidence collection by parties. This article introduces its positioning, scope of capabilities, installation and activation methods, typical usage scenarios, and applicable boundaries.
Read MoreProject Planner: A Skill for Translating Vague Goals into Actionable Project Plans
Project Planner is a community-maintained Agent Skill (@user_8ee65e73/pr-project, version 1.2.4, category office-efficiency). It turns vague objectives into executable project plans and delivers five types of outputs: project plan, WBS breakdown, milestones, risk register, and schedule. It is triggered by keywords such as “项目计划,” “立项,” “排期,” “任务分解,” “WBS,” and “里程碑.” The official documentation also specifies a forced routing behavior: when these terms are detected, or when users directly paste source text, links, or screenshots, the skill must be invoked immediately without first asking clarifying questions, and without relying on generic capabilities to handle the task. It does not cover coding or technical implementation details. This article introduces its positioning, core capabilities, invocation methods, typical use cases, and applicability boundaries, and provides the official page and API URL.
Read Moredsh-bubble: Play a "glug" bubble notification sound upon task completion
dsh-bubble is a DeepSeek Harness client plugin maintained by cccchensy. It plays a program-synthesized "bubble" notification sound lasting approximately 1.05 seconds when a task round ends and output stops. It listens to api-session/status and the session list, ignoring sub-agent sessions, with a 700 ms deduplication window. The WAV audio is embedded, requiring no additional network requests. The installation command is `dsh plugin --profile <profile> add github:cccchensy/dsh-bubble`; after installation, a hard refresh is required, and activation must be confirmed on the Plugins page. It is released under the MIT license and tested on the Web interface of DSH Desktop 0.2.1-rc.3.
Read Moredsh-ugreen-nas: Integrating UGREEN NAS into the DSH Toolchain with Access Tokens
dsh-ugreen-nas is a DeepSeek Harness plugin maintained by BuvkB that connects to UGREEN NAS via UGOS Pro OpenCLI and HTTPS access tokens, without relying on SSH or master account credentials. The plugin provides 59 tools corresponding to 70 permissions across 8 major categories of the control panel token; tools for ungranted categories are not registered, and mode=readonly can expose only read-only capabilities. The installation command is `dsh plugin --profile web add dsh-ugreen-nas`; after configuring endpoint, accessToken, etc., and testing the connection, you can manage files, Docker, downloads, applications, storage, tasks, and global search within conversations.
Read MoreLast30Days Skill Tracker: A Skill for Logging Daily Learning and Generating Review Reports
A personal learning review skill under the knowledge-management category on SkillHub, located at @user_922b1001/last30days-skill-wrap, community-sourced, version 1.0.0, with the official tag requires_api_key=false. The official description claims it can automatically track daily learning progress, generate visualized reports and trend charts, and sync with note tools such as Notion, Obsidian, and Logseq; it also includes the unsubstantiated claim that it can “improve learning efficiency by more than 30%.” Upon verification, the repository it lists as its source, q15004040209-creator/last30days-skill-wrap, is actually a wrapped version of mvanhorn/last30days-skill, whose functionality is to aggregate information from Reddit, X, YouTube, Hacker News, etc. to generate research briefings. The command /last30days <topic> accepts parameters such as --emit=html and --competitors, and it depends on paid API keys including SCRAPECREATORS_API_KEY, OPENROUTER_API_KEY, and BRAVE_SEARCH_KEY, which contradicts both the description and the requires_api_key=false tag. The SkillHub page does not disclose the installation command and shows zero installs; it is advisable to verify before use.
Read Moredsh-plugin-project-mode: Project Mode Provides Persistent Coordinators and Reusable Workers for DSH
dsh-plugin-project-mode is an unofficial DSH workflow plugin (v0.1.23 preview) maintained by Burns1028. It provides a persistent Coordinator in the main session, responsible for creating or reusing Workers, reviewing returned results, and maintaining the notes.md and context index. It depends on DSH 0.2.1-rc.3 and three compatibility extensions documented in the repository. The recommended installation approach is an isolated setup via project-mode.mjs at ~/.dsh-project-mode/rc3, or pinning a git tag with `dsh plugin add` on compatible Desktop builds. It is suited for multi-Agent collaboration scenarios that require retaining coordination and project memory across tasks.
Read Moredsh-session-accordion: Collapse each round of a DSH session into a single line, keeping only the latest expansion
dsh-session-accordion is a DSH client plugin maintained by ayuanxx-max. It condenses each turn of the conversation in the rendering layer into a single line featuring a time-capsule and a question summary. By default, it only expands the most recent interaction. It does not modify app.asar. Based on the official README, this article outlines the installation commands (desktop/web profile), its operational steps (including collapse-prior and click-to-expand/collapse behaviors), its combination with dsh-session-fork-tree, as well as DOM dependencies and __acReport diagnostics. It is ideal for developers who need to quickly review the conversation skeleton in long sessions.
Read MoreQC Achievement Review and Generation Assistant: Review QC Reports and Generate Presentation PPTs
The QC Report Assistant (@user_e0723adc/qc-report-assistant) is a community skill on SkillHub, categorized under office-efficiency (version 2.0.1), requiring no API Key. Designed for QC teams in fields such as engineering construction, manufacturing, and service, it first reviews QC achievement reports to examine the rationale of topic selection, the logical integrity of each PDCA stage, the standardization of QC tool usage, the sufficiency of data support, and standardization consolidation measures. Subsequently, based on the reviewed report, it generates academic-style PPTs that conform to the structural standards for QC achievement presentation. It is triggered simply by uploading a Word/PDF report or verbally stating requirements, with no need for coding or JSON preparation. This article introduces its positioning, core functions, coordinate-based activation method, the typical review-then-generate workflow, as well as applicable scenarios and limitations.
Read Moredsh-session-search: DSH Desktop Cross-Session Message Search
dsh-session-search is a DSH desktop plugin maintained by Augl-l. It builds message-level indexes for all workspace sessions locally using SQLite FTS5. The sidebar and title bar shortcuts support Chinese single-character and keyword search, with results displayed as round rows that can be jumped to and highlighted. Installation requires obtaining the tgz file from Release; the CLI example is dsh plugin --profile desktop add. It depends on host services such as DSH desktop 0.2.1-rc.3, webServer, and sessionQuery. Indexes are stored in ~/.dsh/storages/session-search.sqlite, with no content uploaded, making it suitable for developers needing local search of historical conversations.
Read MoreAI Model Asset Management: Organizing Active Models and Asset Ledgers
Introducing the community Skill "AI Model Asset Management" (@user_8a3569c1/ai-llmops, version 1.0.3, category it-ops-security). It brings five types of assets—models, prompts, knowledge bases, evaluation sets, and agent configurations—under full lifecycle management, covering asset inventories, Model Card registration, versioning and canary rollback, go-live and decommission, data/concept/model drift monitoring, token cost governance, role-based approvals and audits. It also ships zero-dependency local tools that generate, in one click, inventory checklists, model card templates, lifecycle checklists, and cost-optimization lists. It is suitable for AI platform, engineering, operations, and finance owners, and complements policy-driven enterprise AI governance. No additional API key is required to use; official documentation does not provide installation commands, so refer to the official page before adopting.
Read More