Software Architecture Design Capability: Translating Selection Trade-offs and Quality Attributes onto Paper
Software Architecture Design is a community-released Skill in SKILL.md format, located at @user_af163eaa/z-dev-architecture. Version 1.0.1, categorized under dev-programming, it does not rely on external paid APIs. It provides a design methodology: first, establish constraints using scale, team size, and evolution speed as inputs; second, compare the prerequisites and trade-offs of four architectural styles—monolith, microservices, event-driven, and Serverless; third, derive verifiable conclusions based on four quality attributes—availability, scalability, security, and observability; and finally, utilize the C4 model and sequence diagrams to clearly articulate system boundaries, critical links, and failure paths. It is suitable for scenarios such as new project initiation, system decomposition and refactoring, and cross-team reviews. It is important to note that it outputs decisions and documentation but does not replace code verification; selection conclusions still rely on validation via real loads and failure drills. For small teams with unstable boundaries, a modularized monolith is often more appropriate than microservices. As no unified CLI installation command is published on the official page, it must be loaded according to the host environment's rules.
Read MoreCreator Workflow: A li Series Skill Suite Covering the Entire Content Creation Lifecycle
Creator Workflow (@user_95b50eac/ashely-creation) is a community skill on SkillHub, version 1.0.0, categorized under content-creation, with 100000 rating and 896 downloads, and declares requires_api_key=false. It deploys the full set of 15 li-series content-creation skills with one click, organized into two groups: 11 creation workflows covering topic selection (li-recorder, li-topic), writing (li-writer, li-opening, li-distribute), cover design (li-cover), verbatim transcripts (li-transcript), review and recap (li-analyzer, li-stats), asset maintenance (li-index), and process optimization (li-workflow); and 4 entry & maintenance tools, including the li main entry (routes you when your intent is unclear), one-click upgrade (li-upgrade), and PRD generation and review (li-prd and li-prd-review). Once installed, just speak naturally, e.g., “I have a topic idea,” “Help me write this episode’s script,” or “Make a cover and title for me.” If you’re unsure which one to use, type /li for auto-routing. It is suitable for short-video creators, WeChat Official Account creators, Xiaohongshu creators, content teams, and PMs. Specific installation commands and differences across editors are not provided; refer to the SkillHub page.
Read MoreKOL Network and Academic Influence Analysis: Building a Pipeline for Competitive KOL Intelligence
This article introduces the "KOL Network and Academic Influence Analysis" (∼@baitongai/kol-network-academic-influence-analysis∼) skill on SkillHub. Published by Baitong AI Service Platform, it is at version 1.0.3, falls under the data-analysis category, has an enterprise source, and carries the tag requires_api_key=false. Targeting competitive intelligence in the pharmaceutical industry, the skill breaks competitor KOL research into a systematic workflow: identifying competitor-associated KOLs; grading and classifying KOLs and constructing profiles; mapping academic relationship network graphs; quantifying multi-dimensional academic influence; benchmarking competitor KOL strategies; and drafting structured reports. It embeds Social Network Analysis (SNA), an KOL influence pyramid model, citation analysis theory, opinion leader theory, and academic social network metrics. It is intended for use by pharmaceutical companies' marketing departments, market access departments, strategic planning departments, and medical affairs departments. Official documentation does not provide specific installation commands or configuration fields; this is noted accordingly in the article.
Read Moredsh-approval-session-allow: Always Allow in DSH Approval Panel
DSH's default approval options are limited to "allow once" and "deny", so the same tool can trigger repeated approval prompts during long conversations. The community plugin dsh-approval-session-allow adds an "allow for this conversation" button to the panel. It stores decisions in localStorage keyed by (session, tool name), automatically returns allowed-once for subsequent requests of the same type without rendering the panel, and can be revoked at any time. Installation is recommended by pasting the GitHub repository URL into the DSH Web plugin page. It targets 0.2.x Web/Desktop GUI, is MIT licensed, and is maintained by Miaoyeah.
Read MorePress Release Review Assistant: A Press Release-Oriented Review Skill
The Press Release Checker (@org-0ll53pt7/pressrelease-checker) was released by Haikou Lanyuxing Sports Culture Development Co., Ltd.; Source: enterprise; Category: office-efficiency; Version: 1.0.0; Tag: requires_api_key=false. It is positioned to provide review capabilities for press releases, helping users quickly complete relevant tasks and reduce rework. The article introduces the Skill's positioning, verified core capabilities, and an installation and activation approach. It also notes that the official page was inaccessible and the materials lacked installation commands and reproducible examples; therefore, no unverified configuration or usage instructions are provided. Users are advised to rely on the actual SKILL.md.
Read Moredsh-sakura-theme: DSH Pink Cherry Blossom Theme and Falling Petals
dsh-sakura-theme is a DSH sakura theme plugin maintained by MiaoxueX, offering a pink cherry blossom color scheme, 34 randomly falling petals, and a corner watermark. It can be installed on both the desktop Electron client and DSH web. The plugin writes into the user profile rather than modifying app.asar, so it survives DSH upgrades. The article presents the official add/remove commands, customization entry points via theme.css and lib/index.js, and explains the key implementation details of inline script injection through webserver/index-inject, along with the behavior when dynamic effects are reduced. It is MIT licensed and categorized under SkillHub as a fun theming/dress-up tool.
Read MoreX API Skill: Posting Tweets on X Using the Official API
The X Api is a tweet-posting Skill on ClawHub, maintained by lobstergeneralintelligence. It is licensed under MIT-0, has passed security audits, and is categorized under content-creation on SkillHub. It has a rating of 100,000, 15,075 downloads, and 1,984 installations. It utilizes the official API along with OAuth 1.0a four-part credentials to post tweets, bypassing the rate limits and bot detection associated with cookie-based solutions like the bird CLI. Installation is performed via `openclaw skills install`, and `twitter-api-v2` must also be installed globally. Credentials can be placed in environment variables (the four items: X_API_KEY, etc.) or a configuration file at ~/.clawdbot/secrets/x-api.json. Tweets are posted using `x-post` or the full script path, supporting multi-line text, and returns the tweet URL upon success. The free tier allows 1,500 requests per month; exceeding this limit results in a 402 error. If a 401 error occurs, verify that "Read and Write" permissions are set and regenerate the token. For reading timelines, searching, mentions, and single tweets, it is officially recommended to use the free bird CLI, as this Skill only covers the write operations. Content mentioned in clue descriptions regarding OAuth 2.0 Bearer tokens, tweet threads, and rate-limit backoffs could not be found on the official page and has not been included in this document.
Read Moredsh-desktop-notifier: Windows Desktop Notifications and Selection Dialogs
dsh-desktop-notifier is a DSH Host client plugin maintained by Mi-liu that displays completion/error notifications, ask_user_question selection cards, and tool approval cards in the bottom-right corner of the Windows screen. Its color scheme follows DSH or Windows, and it supports notification sounds and a GUI settings page. Installation via a GitHub URL or the v1.6.0 .tgz package on the plugin page is recommended. A full restart of DSH is required for the initial activation. It is Windows-only; configurations are written to cordis.patch.yml, and diagnostics can be found in the status file within %TEMP%.
Read MoreRecruitment Information Bulletin: A Structured Recruitment Bulletin Skill for Headhunting Consultants
**"Recruiting Information Bulletin"** is a community-sourced Skill located at @user_f1b049da/csj20263984. Maintained by user_f1b049da, it is classified under business-ops and is currently at version 1.0.0. It assists recruitment consultants in compiling the latest job postings into a scannable bulletin. Tailored for daily quick-glance scenarios, the content is organized into four sections: Positions, Companies, Key Takeaways, and Follow-up Actions. It declares compliant data acquisition and clarifies that it is a non-official crawler. Enabling it requires `requires_api_key=false`, meaning no additional API Key is needed. The ratings and download counts provided by task clues are inconsistent with the data scraped from the official page. Therefore, this article relies on the official page data (Rating: 100,000; Downloads: 902; Installations: 0). As official documentation lacks installation commands, reproducible examples, and environment-specific configuration differences, no speculative information has been fabricated here. Users are advised to visit the official address for verification. It is highly suitable for recruitment consultants who frequently organize hiring information. Before use, users should independently assess the maintenance status and data coverage of this community-sourced tool.
Read MoreTopic Planning Skills for WeChat Official Accounts: Sorting Out Topics, Titles, and Compliance at Once
The "WeChat Official Account Topic Planning Skill (@user_2241deda/gzhxtgu)" was released by community developer user_2241deda, with version 2.0.0 and classified under content-creation. It generates WeChat Official Account topic calendars, title variations, and content angle suggestions based on account positioning, historical data, and industry hotspots; supports a cold start mode for new accounts without historical data; and has a built-in content compliance review module covering risk avoidance in sensitive industries such as medicine, food, and finance. It is used when users need to plan topics, generate titles, or optimize content strategies. No command-line installation method is provided in the material, and requires_api_key=false indicates that an API key is not mandatory. With 0 installs and 868 downloads, verification is recommended first, and manual review is still required for sensitive industries. The official URL is https://api.skillhub.cn/user_2241deda/gzhxtgu.
Read Moredsh-plugin-select-model: Integrating Third-Party Models into the DSH Model Menu
The community plugin dsh-plugin-select-model provides "Add Model" and "Manage Added Models" options at the bottom of the model menu in the DSH Web GUI. It supports a multi-provider grid that fetches model lists in real time from platforms or the OpenRouter public directory, writing them to llm-pi-ai and the credentials database. The management dialog supports search and pagination, and switches the current conversation model via remote.session.selectModel, highlighting "In Use". For installation, it is recommended to use plugin_manager install_bundle pointing to the local repository path. MIT licensed, maintained by mhxy13867806343.
Read MoreShort Video Operations: Full-Link Short Video Strategy Skills for China's Top 5 Platforms
Short Video Operation is a community Skill on SkillHub located at @user_c8b52036/shortvideooperation (Version 1.0.0, Category: Content Creation, Tag: requires_api_key=false). Oriented towards the domestic ecosystem with a Chinese master version, it covers full-process short video strategies for five major platforms: Douyin (primary), Xiaohongshu, WeChat Channels, Kuaishou, and Bilibili. It delivers outputs sequentially in six stages: requirement diagnosis and benchmark analysis, topic selection and narrative design, second-by-second storyboard scripting, shooting and directing instructions, post-production editing guidelines, and publishing and A/B review. The skill features built-in domestic compliance guardrails (including the Advertising Law, Measures for the Administration of Internet Advertising, E-Commerce Law, Measures for the Administration of Online Live-Streaming Marketing, platform community norms, and a list of superlative/extreme words), data credibility statements, an online verification mechanism for platform rules, and a baseline relative judgment method (without hard-coding industry averages). It is applicable for short video scripting, storyboards, shooting guidance, editing instructions, publishing strategies, viral content reviews, matrix account content planning, and brand short video solutions for Douyin, Xiaohongshu, WeChat Channels, Kuaishou, and Bilibili. It supports the production of domestic short video content including product seeding, brand promotion, educational content, drama, store vlogs, reviews, and live-stream clips. Trigger words: short video script, Douyin script, Xiaohongshu script, Channels script, storyboard, shooting guidance, editing instructions, product seeding, brand short video, content matrix, viral breakdown, delivery strategy, Dou+, Ocean Engine Qianchuan, KOL store visit, live-stream clip, local promotion. According to SkillHub page information, the rating is 100,000, downloads are 1,001, and installations are 0.
Read Moreworld-channel-bridge: Registering external channel conversations (such as QQ) into the dsh-world memory archive
Introducing mhggv's DSH plugin: world-channel-bridge (1.2.0, MIT). When official channel sessions (e.g. QQ) already have their cwd inside the worlds room directory but have not called attachSession, dsh-world skips memory archiving. This plugin performs a periodic check and calls workspace.attachSession to bridge that gap, integrating with archive.sqlite with zero dependencies. It includes a Release/install.sh, support for `dsh plugin add`, optional Cordis configuration, `doctor` verification, and key troubleshooting guidance.
Read MoreLogical Diagnosis of AI Schemes: Shifting from "AI Agreeing with You" to "AI Identifying Vulnerabilities"
Plan Logic Diagnosis is an AI-agent skill from the community located at @user_5fb4ec10/plan-logic-diagnosis (Version 1.0.0, Tag: requires_api_key=false). Upon activation, the AI automatically performs a three-dimensional analysis: counterexample search, logical paradox detection, and directional paradox detection. It outputs objections, failure scenarios, and independent assessments, effectively transforming the AI's role from "agreeing with you" to "helping you identify loopholes." This article outlines its positioning, the content of the three-dimensional detection, methods for installation and activation via SkillHub, typical input approaches, as well as applicable scenarios and limitations: it is designed strictly for logical scrutiny and cannot replace empirical testing. Currently, with zero installations and limited community practice samples, self-validation is required.
Read Moregithub-oauth-plugin: OAuth Integration with GitHub in DSH, Credentials Encrypted with AES-256-GCM and Persisted to Disk
The DSH networking tool plugin maintained by MFCJ45681 connects to GitHub via authorization code and web callbacks, securely storing `client_secret` and tokens using AES-256-GCM encryption. It features 15 `github_*` Agent tools, a right sidebar panel, and a settings page. The plugin supports the built-in default OAuth App, multi-account switching, and default repository preferences. To install, run `dsh plugin --profile web add github:MFCJ45681/github-oauth-plugin` and restart DSH. This tool is MIT licensed and requires Node >= 20.
Read MoreViral Short-form Video Generation and Editing | One-Click Output: The Pipeline from Text to Final Cut
Introducing the "Viral Short Video Generation & Editing | One-Click Production" skill (ID: @infimind/viral-short-video-generation-editing, v1.0.0, category: design-media) on SkillHub, published by Jirui Technology (AI Expert). It supports generating videos from scratch using pure text, or utilizing images, videos, or audio as control conditions. It covers text-to-video, image-to-video, first and last frame animation, reference-to-video, video-to-video, audio-to-video, and video extension. When used via AI Hive, it automatically uploads assets before generation, and upon submission, automatically saves tasks, queries progress, and downloads the final video. It is suitable for AI advertising, TVCs, e-commerce videos, live commerce, product seeding, short dramas, comic animations, and social media content. Note: This skill relies on an API Key; the official page failed to be crawled this time, so please refer to the official address for installation commands and parameter fields.
Read MoreSales Script Training Script: Converting Product and Customer Profiles into Sales Scripts, Objection Handling, and Practice Scripts
Sales support teams often lack a ready-to-use scripting formula: while product documentation is complete and customer personas exist within the CRM, no one translates this data into guidance on "what to say first, potential customer objections, and how to train new hires." This Skill directly converts product information and customer personas into three types of deliverables: sales scripts, objection handling content, and training role-play scripts. Released by Kunlun Growth, it originates from the "enterprise" source, falls under the "business-ops" category, and is version 1.0.0. Tagged with `requires_api_key=false`, it does not mandate API Key configuration. Specific installation commands, directory paths, and configuration fields were not provided in the materials. Neither the official website nor the SkillHub page could be scraped successfully during this session. The core text only lists verifiable coordinates and version details, recommending that users verify installation methods via the official page. The typical usage follows a three-step approach: first, input product information to generate basic scripts; second, add customer personas to adjust expression points; finally, output objection handling and role-play scripts. Please note that script quality depends on the completeness of the input, and external commitments require review for compliance and pricing standards. Additionally, ratings, downloads, and install counts displayed on the page reflect data available at the time of scraping.
Read MoreInterdisciplinary Theme Teaching Design (Parallel Linking + Upstreaming): Transforming Interdisciplinary Units from "Patchwork Lessons" into Reviewable Designs
This is a community Skill published by @user_2761353a (Version 1.0.1, Category: Education, requires_api_key=false). It targets the unit design phase for K-12 interdisciplinary thematic learning and is not a courseware generator. It routes the process based on the clarity of connections between disciplines: if connections are obvious, it employs the "Linking Approach" (Setting literacy goals → Finding horizontal connections → Constructing units); if connections are less obvious, it uses the "Tracing Approach" (Tracing back to the "Core Competencies for Chinese Students' Development"—specifically the three aspects, six core literacies, and eighteen key points—to identify connections). The tool features a complete nine-step design workflow, three main deliverables (Design Outline, Detailed Instructional Plans, and Learning & Assessment Toolkit), as well as reusable tables, rubrics, human-AI collaboration protocols, and HTML output code. Trigger words cover: interdisciplinary thematic teaching design, interdisciplinary design, interdisciplinary thematic learning, Linking Approach, Tracing Approach, interdisciplinary units, interdisciplinary teaching, and curriculum integration. The provided documentation does not include installation commands (e.g., git clone); it must be installed by placing the generic SKILL.md file into the Skills directory or loaded via coordinates. The document outlines typical task input formats, selection criteria for the Linking and Tracing approaches, and usage limitations: it does not replace the interpretation of curriculum standards or textbook validation, and outputs must remain mutually aligned.
Read Moremeshy-dsh: Using Meshy for 3D Generation and Printing in DeepSeek Harness
meshy-dsh is an MIT plugin (v0.3.2) provided by meshy-dev for DeepSeek Harness. Leveraging meshy-cli and the meshy-3d-generation and meshy-3d-printing skills, it supports text-to-3D, image-to-3D, texturing, remeshing, skeletal animation, format export, and print slicing handoff. The plugin manages Meshy login independently and injects the shell environment without exposing API keys to the agent. The Web/Desktop interface offers a Meshy sidebar, a settings page, and GLB previews up to 256MB. To install, run `dsh plugin --profile web add meshy-dsh` or add it from GitHub.
Read MoreArticle AI Illustration Assistant: Automatically Illustrates and Insert into Body Text Based on Paragraph Topics
The "Article Intelligent Image Assistant" is a general-purpose Skill published by the community, located at @user_b50eba52/auto-image-insert-by-org-xu3xq4ne. It is Version 1.0.0, categorized under content-creation, and maintained by user_b50eba52. This tool automatically matches appropriate illustrations for articles, supporting image sources such as Picsum, Unsplash, and Pexels. It identifies image keywords based on paragraph themes, automatically removes duplicates, and inserts images evenly throughout the body text. It is suitable for illustrating articles on platforms including WeChat Official Accounts, Toutiao, and Baijiahao. The SkillHub page displays a rating of 100000, with 841 downloads and 0 installations. The tag `requires_api_key=false` indicates that no additional API Key configuration is needed for use. Specific installation commands were not provided in the retrieved materials, and the official page failed to load at the time of writing; therefore, this text only provides the official address and page entry point without fabricating installation commands or parameter fields. This tool is suitable for creators requiring batch image insertion for long-form content. Users should be aware of image source copyrights, the accuracy of keyword matching, and should manually review image content before publishing.
Read MoreSocial Media Title Generator: Batch Produces Titles for Xiaohongshu, WeChat Official Accounts, and Douyin
This article introduces the "Social Media Title Generator" Skill published on SkillHub, located at @org-pyzzftrt/title, version 1.0.0, sourced from enterprise, categorized under content-creation, and maintained by 逍遥府Joyoful. It is a Chinese social media title generation skill based on the universal SKILL.md format, designed for creators on Xiaohongshu (RED), WeChat Official Account, Douyin, Zhihu, and Bilibili. It supports title generation for all five platforms, along with optimization and rewriting of existing titles. Core capabilities include: drafting platform-specific titles (Xiaohongshu recommendations, WeChat Official Account articles, Douyin videos, Zhihu Q&A, Bilibili videos), and rewriting and replacing existing titles. The official documentation indicates requires_api_key=false, meaning no additional API Key application is required for usage. Since both the official page and API endpoint failed to be retrieved during verification, this article does not provide installation commands, directory paths, or configuration options. It is recommended to refer to the official page instructions for accurate information. This tool is suitable for multi-platform operators and individual creators. Users should note that input requirements should be specific, platform tones vary significantly and require separate generation, generated results are still drafts that need testing and validation, and since the Skill currently has 0 public installations with no third-party usage feedback, it is advisable to trial it in a small scope before routine deployment. Official URL: https://api.skillhub.cn/org-pyzzftrt/title.
Read Moredsh-superagent-local: Host-Session-Driven Local Workspace Agent
dsh-superagent-local is a local fork of dsh-superagent maintained by mengzhongjie. Each DSH sidebar workspace possesses an independent main Session; local user messages are converted into Triggers via local-watch, the main session only routes Tickets, and Workers execute within the workspace directory. It supports attachments and can run without GitHub. Install using the `dsh plugin add` command in the README, and configure according to SETUP.md. This is a research prototype released under the MIT license; please review the source code before use.
Read Moredsh-codex-sidebar: DSH Sidebar Message View and Date-based Sectioning
dsh-codex-sidebar is a DSH client plugin maintained by mengzhongjie that adds an optional “Messages view” in the sidebar. All chats are grouped into sections—Priority, Yesterday, by weekday, and earlier—and each chat row shows its title and a preview of the latest message. A bell icon on the right side of each workspace row toggles between the Workspace view and the Messages view, and the selection is persisted to localStorage. Requires DSH ≥ 0.2.0. Install with: dsh plugin --profile <profile> add github:mengzhongjie/dsh-codex-sidebar, then restart the host application. It defines clear precedence rules when coexisting with dsh-claude-style. The implementation relies on the host’s sidebar DOM, so you should verify it after major version upgrades. MIT license.
Read Moreworkmem: Work-first DSH Local Memory Plugin
workmem is a local memory plugin for DeepSeek Harness developed by mengyuruxing. It organizes working memory into four categories—rules, facts, pitfalls, and progress—with the persona stored separately in persona.md, totaling 5 Markdown files. Retrieval relies on local tokenization and weight matrices without making additional model calls. The DSH side provides pre-step injection and 8 tools, along with a built-in local panel. Installation requires cloning into the profile's node_modules and declaring the dependency in package.json. Data is stored in ~/.workmem by default. Released under the MIT license; requires Node >=24.
Read MoreWriting Style Training: Standardizing Writing Style into a Reusable Skill
Writing Style Training is a writing style Skill template (version 1.0.0, categorized under content-creation, no API key required) published by user_3c6cb52e on the SkillHub Community. Positioned as a reusable writing style template with built-in auto-learning capabilities, it is introduced in the article regarding its positioning, verifiable core features, installation and activation methods (since no official commands are provided, refer to the official page for exact details), and precautions for use: community-sourced nature, truncated brief, lack of official usage examples, and zero installations. Users must independently verify it before adoption.
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