dsh-plugin-ipynb: Read, Export, and Sidebar Preview Jupyter Notebooks in DSH
dsh-plugin-ipynb is a community client plugin for DeepSeek Harness (MIT, v1.2.1). On the Host side, it provides `ipynb_read`, `ipynb_summary`, and `ipynb_export`, compatible with nbformat 3/4. On the Client side, it renders `.ipynb` files as a Notebook view by default in the right sidebar, supporting Markdown/KaTeX, code cells, stream, and DataFrame table outputs. To install, first run `install.mjs` or `install.ps1` to generate `cordis.patch.yml`, then execute `plugin_manager install_bundle file:<absolute path>`. The plugin runs with the DSH process's permissions, and export writes to disk are subject to the working directory and sandbox constraints.
Read MoreCareer Planning Consultant: Breaking Down Career Confusion into Pathways, Gaps, and Next Steps
"Career Planning Advisor" is a community Skill based on the SKILL.md format, located at @user_af163eaa/z-career-planner, maintained by user_af163eaa, categorized under education, version 1.0.1, sourced from the community, and tagged with requires_api_key=false. It takes input based on three elements—"current role, goals, and gaps"—and outputs career development paths, capability gaps, and next-step action recommendations. It is suitable for developers and professionals who have clear career goals but lack a structured intermediate path. The article introduces its positioning, core features, official address, and activation methods, and provides reproducible minimal query examples along with applicable notes and caveats.
Read MoreAnimation Storyboarding Skill: A Knowledge-Based Skill for Anime Storyboarding
"Anime Storyboard" is a community-sourced skill published on SkillHub, located at @user_3c6cb52e/self-ent-anime-anime-storyboard. Categorized under design-media (version 2.0.2) with the tag requires_api_key=false, it does not require additional API keys. Centered on "anime storyboarding," it covers topics such as industry history, animation styles, and voice acting systems. Activated by the trigger word anime-storyboard, it is suitable for providing storyboard-level references in anime and manga-related projects. This article documents its positioning, verified metadata, known capability boundaries, installation entry points, and precautions. The official page does not provide specific installation commands or reproducible examples, so please refer to the official page for the most accurate information.
Read Moredsh-plugin-atuowexin: Read-Only Excerpt of Local WeChat Chat History (DSH Plugin)
dsh-plugin-atuowexin (v0.5.0, MIT) is a DSH admin-security plugin maintained by jcy0chenyuan0: on Windows, it provides read-only decryption of SQLCipher WeChat local databases (including WAL merging), full-volume extraction, three-tier session isolation, and exports Markdown/JSONL via 6 DSH tools and the python -m atuowexin CLI. It does not include message sending, process injection, or cloud models. Installation requires first running install.ps1 to generate cordis.patch.yml, then using plugin_manager install_bundle file:<absolute path>; before use, it is recommended to run doctor and safeguard keymap.json.
Read MoreWeChat Personal Mini Program Payment Policy Advisor: Verify Documents First, Then Confirm Eligibility
Introduction to the community Skill "WeChat Personal Mini Program Payment Policy Consultant" (official name: Virtual Payment): published by user_5c5a22e3, version 1.0.0, category business-ops, source community, requires_api_key=false. Its approach is to first retrieve WeChat official documentation to verify timeliness, then answer questions including whether personal mini programs can accept payments, what payment types are supported, activation conditions, service category restrictions, monthly payment limits, fees and settlement cycles, refund policies, as well as integration constraints such as order fulfillment idempotency and signature requirements, and outputs admission self-check conclusions and dual-end cost estimates. The article explains core features, trigger scenarios, installation and activation methods based on the SkillHub page, and applicable precautions.
Read MoreQuality Objective Decomposition: Breaking Down Quality Policy into Three-Dimensional Objective Matrix
An assistant Skill for quality management systems published by 工 程客, sourced from enterprise (version 1.0.1). It supports two modes: a Decomposition Mode that starts from company-level quality policy or strategic objectives to generate a three-dimensional objective decomposition matrix across departments, processes, and timeframes, with SMART validation; and an Audit Mode that performs ISO 9001 Clause 6.2 compliance diagnosis on existing quality objective decomposition documents and outputs audit recommendations with severity ratings. It includes five built-in general interaction rules and requires no API key. It is suitable for quality system specialists, auditors, and teams responsible for developing or revising quality objective documents. The document also provides usage notes and lists the official URL and the page URL.
Read Moredsh-dir-prep-organize: Polishing Drafts and Inserting Role Templates Next to the DSH Input Box
The DSH Web plugin, maintained by JayYuen666, provides "Polish" and "Template" controls to the right of the conversation input box. "Polish" passes drafts, top-level conversation directories, and actual conversation turns to the current session model for rewriting; "Template" inserts 85 built-in curated personas or user-defined entries at the cursor. It is a zero-model tool that utilizes the host's dirPrepOrganize Remote. Installation: `dsh plugin --profile web add @jayyuen66/dsh-dir-prep-organize`. Requires Node >= 22.12 and a host version compatible with `engines.dsh`. The settings panel allows management of the persona library and import paths; please review the source code and permissions before use, as "Polish" involves directory and file summaries.
Read MoreFinance Digitalization Team: Consolidating Data Governance, BI Analysis, and RPA Assessment into a Single Skill
The Finance Digitalization Team (@hongnan/finance-digitalization-team) is a Skill published on SkillHub by Guizhou Hongnan Network Technology Co., Ltd. (Version 1.0.0, Category: data-analysis) that requires no API key. It consolidates four types of high-frequency judgments in financial transformation into frameworks: data governance and data quality rules, BI analysis perspectives, RPA applicability assessment, and ROI calculation. Its trigger words include "Financial Digitalization," "Data Governance," "BI Analysis," "RPA Applicability," "ROI," and "Data Quality," with the goal of driving the shift from accounting-based to data-driven finance. The official page does not provide a one-click installation command; based on the general SKILL.md format, manual placement is required according to host tool documentation. As a prompt-layer Skill, it does not connect to ERP or databases, nor does it directly extract data. It is recommended to desensitize sensitive financial data first, and the output should be treated as a first draft rather than a final conclusion. At the time of capture, the page displayed a rating of 100,000, 1,011 downloads, and 0 installations, indicating a very small sample of community validation.
Read MoreSAP S/4HANA Unified Access Point by Justin: sap-connector
sap-connector-by justin is a Skill published in SKILL.md format by the SkillHub community, located at @user_7eb18f69/sap-capability-hub-justin (Version 1.0.1, Category: dev-programming). It consolidates SAP S/4HANA access into a unified entry point featuring three deployed real-time channels: the **OData MCP** for reading business data and querying any OData entities or DDIC tables; the **SAP GUI MCP** for executing transactions via GUI automation; and the **ADT MCP** for searching, reading, editing, syntax checking, and activating ABAP source code. The package also includes direct RFC/BAPI connection solutions and actionable alternatives. Credentials for OData and GUI are externalized to `sap-connection.txt`, while ADT credentials are stored in `systems.json`, allowing users to easily switch clients, users, passwords, and system addresses by simply modifying these files. This skill is ideal for developers involved in data queries, transaction operations, and ABAP development simultaneously.
Read MoreBook Deconstruction into Knowledge Cards: Transforming a Book by Chapters into Mobile-Readable HTML Cards
"Book Deconstruction Knowledge Cards" is an Agent Skill published on SkillHub by Zuijin Technology (Beijing) Co., Ltd., version 1.0.0, classified under knowledge-management, with source tagged as enterprise. It breaks down books chapter by chapter into mobile-friendly HTML knowledge cards and uploads them to Feishu cloud storage. Trigger phrases include "Break down a book," "Create reading cards," "Turn a book into cards," and "Quickly review a book," with the tag requires_api_key=false. This document outlines its positioning, core features, trigger methods, applicable scenarios, and limitations. Installation commands and card field structure are missing from the retrieved materials and must be verified on the official page; no fabricated content has been included.
Read MoreFiscal & Tax Assistant: A Unified Skill Integrating Accounting Learning, Bookkeeping, Operational Reporting, and Top-Level Architecture Consulting.
FinTax Helper is a community Skill designed for accounting novices, in-service accountants, bookkeeping agencies, fiscal and tax consulting firms, and business owners. Version 1.0.1, located at @user_6a33a092/csbs, requires_api_key=false. It covers five core capabilities: teaching basic accounting and bookkeeping, supporting full-scenario operations for agencies, generating multi-industry business account and dashboard reports, devising top-level architectural solutions, and providing a case library for fiscal and tax advisors. It features a tiered response mechanism for novices, advisors, and experts, prioritizing the private knowledge base before consulting public policies. This article introduces the core functions, installation entry points, reproducible typical queries, applicable scenarios, and red lines (prohibiting assistance with false invoicing, hidden income, and tax evasion).
Read Moredsh-session-auto-rename: LLM Auto-Rename and Context Menu for Sidebar Sessions
Introduce community client plugin @jason25417/dsh-session-auto-rename (0.1.1, MIT): adds Auto-rename to the Session "..." menu, reads logs with τ=3-day recency weighting, generates titles ≤10 characters wide using the default model and directly renames; supports right-click on Session rows to invoke the official menu and the Agent tool session_auto_rename. Requires DSH≥0.2.1-rc.5 and a configured default model. Provides web profile installation command and usage, title rules, and known limitations such as DOM dependencies.
Read MoreCreating Mini Program Development Guidance: From Idea to Runnable Mini Program
"Creating Mini Program Development Guidance" is an Agent Skill published on SkillHub by community developer @user_6b3f8d54, categorized under dev-programming with version 1.0.0. It is designed to take your mini program idea and provide step-by-step AI guidance to complete the entire workflow from requirements definition to a runnable product. It includes complete instructions, workflow templates, environment configuration, and troubleshooting guides. Unlike practices that generate complete projects in a single output, it explicitly breaks down the process, making it suitable for individuals with product ideas who do not know how to implement them, those looking to use AI for rapid mini program prototyping, or those who need to build a runnable product from scratch. This article introduces its core capabilities, usage methods, applicable scenarios, and limitations. It should be noted that the official page failed to be retrieved this time; specific installation commands and configuration differences across various Agent tools have not been verified. The text has been marked accordingly, so please refer to the official address for the most accurate information.
Read Moredsh-one-click-update: One-click Update for DSH Desktop Sidebar Plugin and App
The DSH client plugin dsh-one-click-update (0.1.1, MIT), maintained by jaredwang, provides a one-click update entry in the Harness Web UI sidebar: it serially calls the plugin marketplace Update API v1 to update all installed and updatable packages, then delegates to window.dshDesktop.updates when new versions are confirmed. This covers the installation commands (desktop/web profile), typical usage, sidebar status indicators, and the explicit limitations documented in the README.
Read Morefutu-mcp-guide: Building Your Own Futu MCP with futu-api
futu-mcp-guide is a community Skill designed for developers with Python and MCP experience. It leverages futu-api to implement Futu MCP, providing key code and insights on troubleshooting to facilitate the establishment of an OpenD connection and the registration of the first MCP tool. As Futu does not currently offer an official MCP service and Longbridge MCP is limited by a lack of support for new account openings, building a custom solution is recommended for real trading despite the existence of third-party Futu MCPs on GitHub. This Skill requires an API key; users must deploy OpenD and configure a valid NiuNiu account and acc_id prior to use, enabling the invocation of the Agent via natural language to implement the futu-mcp-server.
Read MoreGodot Export Skill: Delegating Godot Project Export to Agents
"Godot Export" is a community skill published on SkillHub by user_3c6cb52e (Version 1.0.0, Category: dev-programming). Its description states that it helps AI Agents efficiently complete tasks related to Godot exports, and the tag `requires_api_key=false` indicates that no API Key configuration is needed. Based on the metadata from the SkillHub page, this article outlines its positioning and capability boundaries. Since the official page was inaccessible at the time of writing, no speculation is made regarding its internal steps, installation commands, or examples. Readers are reminded that this is a community-sourced Skill with zero installs and should be verified independently before use. Furthermore, the page rating of 100,000 is noted as an anomalous value, and it is not recommended to judge quality based on this figure. The article provides the official API and page addresses for readers to verify the latest versions and instructions prior to installation.
Read MoreLingxi Reading Assistant: Accompanying You to Finish Reading a Book Following Its Original Structure
Lingxi Reading Assistant is a reading companion Skill based on the universal SKILL.md format, located at @user_90e8edcc/mingge-reading-assistant, version 1.0.1, sourced from community, categorized under knowledge-management, tagged with requires_api_key=false (no additional API key needed). After a user provides a book title, it offers a full-book overview, chapter-by-chapter guided reading, periodic reviews, and a complete closing summary of the entire book. It stays faithful to the original book's structure, avoids turning content into inspirational quotes or self-help-style paraphrasing, and connects to the user's business, IP, work, and decision-making when appropriate. It also supports guided reading based on chapter excerpts, articles, reports, or reading notes provided by the user, and can recommend book lists by industry or category. Trigger conditions are broad: wanting to read a specific book, asking the model to explain or accompany reading, asking whether a book is worth reading, sending a passage from a book or article to interpret, or not knowing what to read—even without explicitly requesting companion reading, it should be used. Installation is based on the universal SKILL.md format; the common approach is to place the skill directory into the corresponding Agent's skills directory or install it via the SkillHub page. The official page is the skill detail page on skillhub.cn. The current materials do not provide dedicated installation commands for Cursor, Codex CLI, or Claude Code, so please refer to the official page for details. It is designed for genuinely reading and understanding a book, not for extracting quotable highlights; output follows the original book's structure, and book recommendations are provided by industry and category.
Read MoreImage-to-Image: An AI Image Generation and Editor Skill for Reference Image Recreation
Image-to-Image (@infimind/image-to-image, v1.0.0, Source: Enterprise, Category: design-media, Publisher: Jirui Technology - AI Expert) is an Agent Skill based on the universal SKILL.md format. Positioned as an AI image generation and editing tool based on image-to-image technology, it also serves as a search entry point for general image capabilities and commercial scenarios, calling the AI Hive raw API at the underlying layer. It applies to requirements such as image-to-image, image generation from images, reference-based repainting, GPT Image 2, Nano Banana, and AIGC. The tag `requires_api_key=true` indicates that an API Key is required for invocation. The provided data shows a rating of 100,000, 1,000 downloads, and 0 installs, indicating low public adoption. Since the retrieved data does not provide directly verifiable installation commands, directory paths, configuration fields, or reproducible examples, this article only lists the verified capability scope and invocation forms. It clearly states that the official page prevails and does not fabricate any commands, fields, or cases.
Read Moredsh-free-websearch: Keyless web_search and web_fetch for DSH
The DSH networking plugin @jamolpe88/dsh-free-websearch, maintained by JaMoLpE88, provides sequential failover across five keyless channels—Keenable, Firecrawl, Bing, DuckDuckGo, and You.com—while leaving Harness's existing web_search and web_fetch tools unchanged, and disables DeepSeek's paid search and fetch. It requires zero configuration, no API key, and offers no paid fallback. Installation commands are provided for both npm and desktop/web profiles. This article summarizes installation, usage, quotas, and considerations based on the GitHub README and package.json.
Read MoreDeepSeek Peak Indicator: Display API Peak/Off-Peak Billing Periods in Harness Sidebar
DeepSeek Peak Indicator is a DeepSeek Harness client plugin maintained by jalilahmad that persistently displays the official API Peak/Off-Peak billing status in the sidebar footer. Clicking on it reveals a countdown in hours and minutes until the next period switch. The rules are calculated locally based on UTC peak windows and Chinese statutory holidays, requiring no API key and making no network requests. Installation requires Harness Desktop v0.2.1-rc.5, and the package @jalilahmad.fazeli/deepseek-peak-indicator can be installed from npm or GitHub using dsh plugin --profile web add.
Read MoreGeneral Writing Assistant: Replace Prompts with Writing Requirements
Universal Writer is an interactive, multi‑genre writing Skill located at @user_eea389b8/universal-writer. Published by community developer user_eea389b8, it is version 1.2.1 and categorized under content‑creation. Users do not need to craft their own prompts: they simply specify the output requirements. The Skill diagnoses the material type and maturity across multiple dimensions, then decides whether to interactively guide the user to supply missing information or to proceed directly to drafting. The goal is to produce a first draft that removes the AI‑ish flavor, while also helping users grasp the wording and writing direction. It covers twelve document types: email, weekly report, resume, WeChat Official Account article, Xiaohongshu post, speech script, business plan, product copy, meeting minutes, performance review, proposal, and official document. It includes progress cards and a continuation command, and supports four styles: formal, business, friendly, and internet‑savvy, along with an optional standard official‑document layout. Tag: requires_api_key=false; official materials do not indicate the need for an additional API key. No official installation command was verified in the text, so no specific command is provided; only the coordinate and retrieval method are given.
Read MoreRound 4 Req 6: SkillHub dev-programming Community Skill
Round 4 Req 6 is a community Skill published by user_d6405f7b on the SkillHub platform, categorized under dev-programming. Version 1.0.0 is marked with requires_api_key=false, recording 951 downloads and 0 installations. As the documentation lacks details on functionality, installation, and usage, this article provides a factual description and suggests verification methods.
Read MoreHardcore Director: Master Control Skill for Film and Video Creation
Hardcore Director (硬核导演) was posted by user_3c952f16 under the category content-creation and is labeled version 3.0.0. It positions itself as the central controller for film and video creation, covering story development; screenwriting for films, short films, TV series, and vertical-screen short dramas; characters and scenes; directorial decisions; storyboards; performance and camera work; color; pacing; sound; frame-by-frame analysis; on-set editing; and short-video publishing. It links script, storyboard, AI video prompts, and final delivery review, and supports organizing prompts tailored to models such as Seedance 2.5, Wan 3.0, and MiniMax H3. According to the official materials, after configuring Jimeng with Feishu or WeChat, you can review storyboards on your phone; production proceeds after confirming scope and fees; the finished video is sent back for final review; an on-demand creation entry point is retained; and an installation manual and the “Hard仔 Visual Guide” are included. The materials do not provide directly executable installation commands, and the tag requires_api_key=true indicates that a key must be prepared and the collaboration channel confirmed before activation. This article does not cite ratings or download counts that are inconsistent with the leads and retrieved materials, nor is it recommended for tasks that require a single deterministic media command when a dedicated tool is already available.
Read Moredsh-web-search-exa: Integrating Exa Web Search into DSH
dsh-web-search-exa is a DSH bundle plugin maintained by jakehemmerle that registers an Exa provider on @deepseek-ai/dsh-web. It enables web_search to call Exa's /search endpoint and return sources, while leaving web_fetch unchanged; it is compatible with dsh web, dsh-TUI, and headless environments. The article details installation commands (including v0.3.0-rc.1 and EXA_API_KEY), cordis.patch.yml configuration options, the peer dependency relationship with DSH 0.2.1-rc.2, as well as application scenarios and security precautions.
Read MorePaper Layering Animation Video (Remotion Pipeline): A Local Pipeline from Layered Assets to Final MP4
This article introduces the community Skill "Paper-cutout Layered Animation Video (Remotion Pipeline)". It utilizes Codex imagegen to generate layered assets such as backgrounds, back layers, protagonists, and foregrounds. Remotion is then used to control entrance animations and occlusion via React code. MiniMax generates Chinese narration and background music (with voice cloning support), while FFmpeg is employed for frame extraction and quality assurance, ultimately rendering the final MP4 video. A ready-to-run template project is also included. The article positions this as a complete local video pipeline, outlining the necessary environment and API key dependencies (requires_api_key=true) required before activation, as well as typical usage scenarios organized according to official descriptions, applicable genres, and boundaries. It also clarifies that for single game art assets, users should switch to the game-asset or game-asset-gen Skill instead.
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