Manufacturing Quality Management: Turning ICH Q9 and GMP Requirements into a 20-Page Inspection Readiness Plan ---
Product Quality Management is a professional-category Skill published on the SkillHub platform through the Baitong AI Service Platform, currently at version 1.0.1. Based on Quality Risk Management (ICH Q9) and GMP compliance requirements, it generates systematic production quality management enhancement plans for pharmaceutical companies' production quality managers and workshop directors, covering root cause analysis, regulatory gap analysis, control strategy design, implementation tools, and training modules. The final output is a 20-page quality improvement plan directly usable for internal audits and inspection preparation. The article describes its positioning, core features, activation methods, four typical use cases (deviation root cause analysis, pre-inspection regulatory gap analysis, control strategy design, and generating the 20-page plan), as well as applicable scenarios and limitations, including the need for users to provide site facts themselves, its inability to replace QA review, and the current installation count of 0.
Read MoreChannel Distribution and Terminal Data Dashboard: Translating Pharmaceutical Terminal Market Structure into an HTML Dashboard
A Skill designed for pharmaceutical market analysis scenarios, accepting input data regarding the quantity and sales volume of various terminal types. It outputs four key metrics: sales share, terminal quantity share, output per terminal, and structural health score, and generates a visualized HTML dashboard. It covers common analytical dimensions such as three major terminals, six major markets, and classifications by urban, county-level, and primary care levels. The Skill supports triggers including market structure, three major terminals, terminal structure, market dashboard, and structural proportion. Released by the Baitong AI Service Platform (Version 1.0.0, Category: data-analysis), it requires no API Key. The article details its capability boundaries, typical usage, applicable scenarios, and precautions, and honestly states that the installation command could not be verified from public sources.
Read Moredsh-pajama-whale: The Blue Whale Pajama Desktop Pet and Agent Status Bubbles in DSH Windows
The open-source DSH plugin dsh-pajama-whale (0.3.6, MIT) by lubenkov provides a draggable Blue Whale onesie desktop pet via `shell.overlay`. It squashes against edges, blinks, and sleeps, while reflecting states such as tool execution, waiting for confirmation, context pressure, and session failures through thought clouds and postures. Zero-config and free of independent network requests, it can be installed via standard DSH plugin commands on both Web and Desktop, requiring DSH >=0.2.1-rc.2 <0.3.0-0.
Read MoreBuffett Investment Analysis Skill Set: An Invocation Entry Point for AI Agents
A skill for the universal SKILL.md format, coordinates @user_3c6cb52e/ai-berkshire, version 1.0.1, published by a community account, classification professional, tag requires_api_key=false. The documentation provides only a one-line positioning statement, with no feature list, installation commands, configuration fields, or reproducible examples [not specified]. The body therefore covers only verified information and explicitly indicates which parts cannot be verified. Suitable for developers who want to incorporate a Buffett investment analysis step into an Agent workflow while keeping the framework reusable. The source is community-published, so quality and maintenance should be assessed independently.
Read MoreShutdown Guard: DSH Sidebar "Auto Shutdown After Task Completion"
dsh-shutdown-guard (version 1.5.1), maintained by ltayshark0637, adds a night watch card to the DeepSeek Harness Web sidebar. After manual arming, it issues a shutdown command on Windows when five gates (session idle, no background tasks, no batch errors, etc.) are all satisfied simultaneously, and provides three visual themes, blocked-state grading, AFK auto-reply, and event logging. Only supports win32, requires DSH >= 0.1.5-rc.1. Installation: dsh plugin --profile web add dsh-shutdown-guard, restart DSH after installation.
Read MoreBoard Writing and Handwritten Poster Design: Generating Layout Frameworks for Chalkboards, Hand-Drawn Newspapers, and Blackboard Bulletin Boards
"Blackboard Writing & Handwritten Poster Design" is a content design Skill published by Kunlun Growth under the SkillHub Education category. Located at `@kunlungrowth/edu-blackboard-design`, it is at version 1.0.0, tagged as an enterprise source, and marked with `requires_api_key=false` (no additional API Key application is required). It targets scenarios for classroom blackboards, student handwritten broadsheets, and campus blackboard newspapers. Given a topic, it generates layout segmentation and a content structure framework, accompanied by suggestions for color schemes and typography. The output is a ready-to-implement framework description rather than a direct rendering of the finished visual image. This article details the core functionalities, the SkillHub installation entry, typical invocation approaches, and two usage limitations: the output serves as a framework rather than a finished image, and the color and layout suggestions require fine-tuning based on actual dimensions and printing conditions.
Read MoreDSH-Composer Predictions: Gray Text Predictions in the DSH Input Box
dsh-composer-predictions is a DSH plugin maintained by lsfcy. In an empty composer on the Web/Desktop version 0.2.x, it displays a grey "next sentence" suggestion line. Pressing Tab writes the suggestion to the draft, while pressing Esc or typing ignores it; it does not auto-send. It utilizes a cost-effective model to predict user intent continuation only after a complete successful Q&A cycle, supporting configuration switches and context budgets. Recommended installation from GitHub main: `dsh plugin --profile desktop add git+https://github.com/lsfcy/dsh-composer-predictions.git#main`.
Read MoreIntroduction to Video and Image Content Extraction · Multi-modal Content Analysis Tool (Free Version)
This Skill, released by Changsha Xingwang Intelligent Technology Co., Ltd., unifies Chinese OCR for images, text extraction from Bilibili links or local videos, Chinese-optimized audio-to-text based on Whisper, hard-subtitle OCR, and intelligent keyframe extraction into a single tool. It is tagged with requires_api_key=false, meaning it can be used without an API key. It targets scenarios such as video text extraction, video-to-text conversion, image text recognition, subtitle extraction, podcast audio transcription, and video content summarization, saving users the cost of stitching together multiple OCR/ASR services. Version 1.1.1, categorized under design-media on SkillHub, with a rating of 100000 and 1224 downloads. Usage notes: Douyin videos must be saved locally before analysis, and it is unclear whether online links from other platforms are supported. The verbatim installation command could not be retrieved because the official page is rendered with JavaScript; refer to the official page for details.
Read Moredsh-command-context: View Context Window Occupancy in DSH Sessions
dsh-command-context is a DSH client plugin maintained by Lovenndme that provides the global slash command `/context`. It replays session logs via `tokenMeter` to present, in read-only form, the context window usage (used/remaining), compression trigger points, and a per-category token breakdown (system prompts, skills, tool results, etc.). It supports `/context top [N]` to list the largest surface nodes and `/context en|zh` to switch the report language. The installation command is `dsh plugin --profile <profile> add dsh-command-context`, and it requires DSH >=0.2.1-rc.5 <0.3.0-0. Reports are expanded by default in the Web client. It is well suited for long sessions and toolchain debugging; note that the per-item figures are estimates, not billing.
Read MoreIntelligent Data Governance: Transforming Data Governance from Document-Driven to Code-Driven
Introducing the community Skill "Intelligent Data Governance": its positioning, core capabilities, activation methods, typical implementation sequence, and limitations. Publicly available documentation covers automated metadata collection, data classification and grading, sensitive data identification and masking, six-dimensional data quality rules, data lineage, DAMA mapping, and compliance auditing. However, installation commands are not provided, and actual capabilities should be based on the official page and the loaded SKILL.md.
Read MoreDarwinian Evolutionary Adaptation Advisor: Applying the "On the Origin of Species" Framework to Commercial Strategy Iteration
The Darwin Evolution Adaptation Advisor is a thinking framework-based Skill released by Kunlun Growth and categorized under business-ops. Located at @kunlungrowth/darwin-adapt-advisor (Version 1.0.0), it requires no API Key. It organizes five concepts from *On the Origin of Species*—natural selection, trait variation, adaptive radiation, the struggle for existence, and over-reproduction (involution)—into a commercial analysis framework. It is designed for strategic iteration, differentiated innovation, red ocean competition analysis, and organizational or product fitness assessment. This article introduces its core features, official address, applicable scenarios, and usage boundaries, and states that unverified installation commands should not be guessed.
Read Moredsh-subjkit: DSH Subject Typesetting and Diagram Workflow
The DSH plugin dsh-subjkit (0.3.0) by LoveElysiaFH binds the session tools subject_pdf, subject_figure, and subject_check with the skills math-typeset and subject-diagram to a single Python engine, subjkit.py: Markdown formulas are rendered into vector PDFs, JSON specifications generate physics/math/chemistry/biology/Chinese diagrams, and bare symbols are checked. Based on the official README, this article describes installation (plugin_manager install_bundle), environment setup, and typical usage, and notes Windows-oriented considerations as well as the need to review the source code for permissions.
Read MoreMCP Connector: Dynamically List and Invoke MCP Tools to Avoid Context Bloat
The MCP connector (@kunlungrowth/kg-mcp-client, v1.0.0, released by Kunlun Growth, categorized under SkillHub as ai-agent) connects to any MCP server to list and invoke tools on demand, preventing context bloat caused by injecting all tool metadata at startup. It carries a "requires_api_key=true" tag, requiring an API Key to be prepared before activation. Based on verified information, this article describes its positioning and capabilities, while explicitly stating that the official page crawl failed and the installation commands and configuration fields could not be verified; therefore, no unverified commands or examples are provided.
Read Moredsh-plugin-tts: TTS in DeepSeek Harness and Direct QQ Voice Sending
dsh-plugin-tts is a DeepSeek Harness plugin (v0.4.2, MIT) maintained by LotusPrimeUmbra. It integrates Xiaomi MiMo and Breeze dual-protocol text-to-speech, audio preview, cloning, and singing features within the settings page, providing `tts_speak`, `tts_voices` commands, and a `/dsh-tts` HTTP interface. Installation involves importing the Release zip locally or specifying an `install_bundle` directory; it requires Node.js ≥ 22.19.0 and a user-provided API Key. After synthesis, voice messages can be sent directly to QQ via a local OneBot HTTP service, with data stored in `$DSH_HOME/dsh-tts/`.
Read Moredsh-harness-autostart: Autostart DeepSeek Harness on Windows Login
dsh-harness-autostart is a DSH client plugin maintained by lolitakawayi, supporting Windows only. It adds an Autostart toggle in Settings → General and registers a dsh_autostart tool (status/enable/disable), sharing host logic with the local HTTP router. By default, it writes autostart via the HKCU Run key (no administrator privileges required), with optional startup-folder and delaySeconds settings. The installation command is `plugin_manager action=install_bundle target=dsh-harness-autostart`; configuration is located in the `dsh-autostart` entry of `cordis.patch.yml`. Uninstallation removes the startup entry. Licensed under MIT, version 1.0.0.
Read MoreFour Pillars: An Online Charting and In-depth Human Interpretation Fortune-telling Skill
Si Zhu is a Skill listed in the life-service category of the SkillHub community, located at @user_ceeda755/mingli-calc. Version 1.2.9 has a rating of 100,000 and 1,169 downloads. It divides fortune-telling services into two layers: chart casting and divination are handled by local deterministic rule scripts, covering Four Pillars (BaZi) chart casting, Plum Blossom Numerology divination, and home/office Feng Shui self-checks, as well as consultation topics such as relationships, workplace issues, life planning, decision-making references, Zi Wei Dou Shu, and naming. After the AI generates an initial assessment, human masters provide in-depth interpretations. The core value lies in the verifiable, non-hallucinatory calculation layer and the human-backed interpretation layer. Public information does not provide command-line installation commands; however, tags indicate requires_api_key=false, so installation should follow the official page. Please note that this is for traditional cultural entertainment reference only, not scientific prediction, and does not replace medical, legal, psychological, or financial advice. Given the relatively low download and installation volume, it is recommended to run a pilot test on a small scale first.
Read MoreWeCom Moments Content Script and Shot List | Jianshi AI: Transforming Themes into Shootable and Reviewable Shot Scripts
Developed by Jianshi AI, SkillHub Community Skill (user_fccf428b, v1.0.0, business-ops, no API key required) transforms themes and business materials into actionable, speakable, and reviewable content scripts within the WeCom Moments context. It delivers storyboard copy tables and validates results via the effective reply rate of Moments posts. This article outlines its core capabilities, official access points, a typical three-step workflow, and usage considerations. As installation commands and field lists were not provided in the source materials, the article addresses this explicitly and avoids fabricating examples.
Read MoreIntroduction to the Lean Six Sigma Project Charter Generation Skill
This article introduces the "Lean Six Sigma Project Proposal Generation" Skill on SkillHub (@engicool/lean-six-sigma-proposal, version 1.1.0, source: enterprise, category: business-ops, published by "Engicool"). It standardizes the elements of a project proposal for the initiation phase of DMAIC projects, covering problem statements, goal definitions, scope definitions, and team formation. It is applicable to both the manufacturing and service industries, and the tag `requires_api_key=false` indicates that no API key is required for invocation. The article outlines core features, the confirmation path for installation and activation, and the input-output relationships for typical usage. It also specifies applicable scenarios and limitations: it solely generates the project proposal and does not cover plans for the subsequent Measure, Analyze, Improve, and Control phases. Due to a failed scrape of the official page this round, the installation commands and reproducible examples were unverified; therefore, they were not fabricated in the text, and users must verify them on the official page themselves.
Read MoreDSH-Clash-Proxy: DeepSeek Harness On-Demand Proxy (Clash Kernel + Standalone Panel)
dsh-clash-proxy 0.2.0 is a DeepSeek Harness client plugin that integrates Clash/Mihomo capabilities into four channels: web.fetch, search, scripts, and browser, providing a loopback panel and proxy_control, proxy_fetch tools. It is disabled by default and does not modify system proxy settings. It only provides software and interface, not nodes or subscriptions. For installation, please follow the instructions on the SkillHub directory page. Before use, you must read the disclaimer in the README.
Read MoreEcological Environment Legal Toolkit: DXF Drawing Parsing and Consistency Check
This Skill targets the drawing review scenario, integrating DXF drawing parsing, layer entity statistics, and consistency checks between as-built and design drawings into a single pipeline. It outputs a final audit issue list, reducing the repetitive manual labor of opening drawings individually, calculating statistics layer by layer, and performing comparisons. Maintained by the publisher "user_eb2234bc", this community-sourced Skill is categorized as "professional" (version 2.5.0). It does not require an API Key and operates on a per-request billing model at ¥0.20, with the official URL being https://api.skillhub.cn/indiv-qf/qf-sthj. It is worth noting that while the Skill's name contains the word "Legal" (法律), its publicly described capabilities focus entirely on DXF drawing processing, meaning the name and function do not fully align. Public metadata shows zero installations, and no reproducible invocation examples, installation commands, or differences between various hosts (Cursor, Codex CLI, Claude Code) are provided. Therefore, this article only lists verifiable attributes without performing demos or fabricating commands. Before use, it is recommended to visit the official URL to confirm the installation method and billing quota for the current version. Pay particular attention to costs during high-frequency batch verification, and verify whether the per-request billing model still involves quotas or authentication requirements.
Read Moredsh-phone-mirror: Screen Mirroring and Reverse Control of Android Devices in DSH Right Panel
dsh-phone-mirror is a DSH client plugin maintained by liyuhan7 that projects Android phones/tablets into the right sidebar on Windows, enabling reverse control via mouse and keyboard. Powered by scrcpy 5.0.1, it encodes video in H.264 at the backend while the browser decodes it via WebCodecs. It also supports audio forwarding, Worker-based decoding, wireless switching, and screencap fallback. Based on the official README, this article details the installation commands, connection steps, video quality settings, and `cordis.patch.yml` configuration. It also provides reminders regarding the desktop profile installation method and advises a security review of the source code.
Read Moredsh-autoconfig: Automated Configuration Terminal for Network Devices in DSH
dsh-autoconfig is a DSH client plugin maintained by liuxin4566-web. It provides an xterm terminal in the right sidebar, supporting SSH, Telnet, serial Console, and SFTP, and offers AI-facing tools such as device_connect. Connection and agent operations are displayed synchronously and logged to ~/.dsh/autoconfig-logs, with keyword highlighting and a session bar. To install, run dsh plugin --profile desktop add dsh-autoconfig. Please note that SSH host key verification is disabled by default; it is recommended only for use within trusted management networks.
Read MoreBid Collection: Introduction to the Tender Opportunity Collection Skill
Bid Collection is a community-maintained general-purpose Skill adhering to the SKILL.md format, located at @user_982c2559/bid-collection. It is categorized under business-ops (Version 1.0.3) with the tag `requires_api_key=false`. Utilizing WebSearch and WebFetch, it initiates outbound requests to government public resource trading platforms, state-owned enterprise procurement platforms, industry bidding websites, and third-party aggregators. It exclusively collects public information to filter business leads by industry track. Results are written to the local `leads-output/bid/` directory (in HTML, JSON, Markdown, or log formats) by default, with no silent writes to other locations. The `scan` subcommand performs a one-time scan, while the `monitor` subcommand uses CronCreate to establish scheduled tasks for periodic outbound requests and PushNotification system alerts, requiring explicit user confirmation for activation. The `add-source` subcommand allows users to include specified platform URLs; however, as it initiates outbound requests to said URLs, it carries SSRF risks and should only be used for trusted platforms. This Skill does not access non-public or login-restricted content, does not read environment variables, API keys, or sensitive configurations, and does not submit bids on behalf of users. The article is organized into sections including the preface, positioning, core functions, installation and activation, typical usage, applicable scenarios and precautions, and the conclusion. Missing information regarding installation commands and client differences is explicitly stated as such to avoid speculation.
Read MoreFive-Session Self-Evolution: Using DSH to Write Project Experience into Persistent Memory
liuhuishang's dsh-five-session-evolution is a DSH memory plugin (MIT, v0.1.0, requires DSH 0.2.1-rc.5 and Node.js 22+). Every time five distinct root sessions are accumulated, it triggers a tool-free reflection Agent. After JSON and source validation, results are written to persistent experiences and workflow candidates isolated by working directory, which can be injected into subsequent root sessions. It supports configurations such as batchSize and injectMemory, and provides evolution_status and evolution_retry. Installation can be performed via Release tgz URL or discovered through market-index.json. The reflection process calls models and incurs costs; session termination is determined by agent/disposed.
Read MoreRandomized Bill of Quantities Bidding: Generating N Bidding Quotations from a Source List
Quantity Takeoff Randomized Bidding is a generation and audit Skill designed for engineering bidding scenarios (Coordinate: @user_e9b6c641/split-bid, Version 1.1.0, Source: community, Category: office-efficiency, Publisher: user_e9b6c641, Tag: requires_api_key=false). It generates N randomized bid quotations from a source xlsx Bill of Quantities, ensuring the total price (tax included) falls within the range from the original total to the price ceiling. It sets linked formulas for safety and civilized construction fees, groups materials by type to guarantee price consistency for the same material, enforces distinct unit prices across the N generated versions and the original version, and audits price-order constraints to ensure larger specifications are priced higher than smaller ones. It is applicable for bid quotation splitting, random pricing within limit ranges, and multi-version Bill of Quantities generation. Metadata shows a rating of 100,000 and 1,195 downloads.
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