dsh-compact-arsenal: Configurable Three-Stage Context Compression
The dsh-compact-arsenal maintained by TacitSay provides three independent modules for DeepSeek Harness: total compression, thinking compression, and tool output compression, each with its own toggles, thresholds, and methods. Changes made in the left-hand "Context Compression" panel are automatically saved. It supports both mechanical truncation and model-based summarization, with all features disabled by default. Configuration can be written to cordis.patch.yml. MIT licensed, Node >=22.19.0, DSH >=0.2.0-rc.2.
Read MoreCareer Coaching Agent for Fresh Graduates: 2-in-1 Interview Practice & Resume Diagnosis
Version v1.0.1 of this Proactive Agent for domestic fresh graduate job hunting scenarios was released by publisher user_41b104fd in the SkillHub community. It is categorized under education and tagged with requires_api_key=false. Usage involves inputting a single sentence describing the user's major, school, target position, and interview round. The agent first defines the nature of the interview tactics, then outputs a four-piece set: talk scripts, resume modification suggestions, application channels, and red-line risk warnings. It covers scenarios including autumn and spring recruitment, campus recruiting, internships, online applications, written tests, group interviews, leaderless group discussions, HR interviews, technical/business interviews, stress interviews, employee referrals, Boss Zhipin applications, interviews for state-owned enterprises, and civil service job hunting. It supports trigger words in three categories: technical jargon, colloquial speech, and English. It can handle issues such as resumes receiving no response, read-but-ignored applications, salary negotiations, offer selection, fresh graduate status, tripartite agreements, personnel file and household registration matters, job search anxiety, and post-interview reviews. For English interview advice targeting foreign companies, studying abroad, or returnees, please use "Grad Job Coach" (grad-job-coach-en) from the same ecosystem; for general AI resume editing and script practice, please use "Nian Ye" (ai-efficiency-booster).
Read MoreWriting for the "Zhejiang Group Work" Official Account: Turning Organizational Work Materials into Submission-Ready Articles
The “Zhejiang Zupao Official Account Writing” Skill (@user_4c93aead/zjzggzhxz-skill) is a community-sourced writing Skill, at version 1.0.1, categorized under “content-creation.” It is designed to meet the publication requirements of the Zhejiang Zupao WeChat official account and provides draft-ready materials. The Skill accepts both basic and advanced prompts, and it can automatically search for relevant information and background materials online to ensure the depth and accuracy of the content. It is capable of producing finished pieces in a variety of styles, including basic-level Party building, cadre work, talent work, organizational work online commentary, and typical case reports. It is suitable for submissions, organizational work experience materials, Party building publicity articles, and other writing scenarios. Users can conveniently trigger it through natural-language intent, and it typically requires no API key. This document outlines its positioning, core capabilities, trigger phrases, applicable scenarios, and notes. When verifying the infothis time, it was noted that the official page is currently inaccessible. Users should confirm the installation command and directories on their own.
Read MoreVideo Intensive Reading (dsh-video-learning): Using Time Indexes and Evidence Chains for DSH Video Study
Introduces the DSH plugin dsh-video-learning (video close-reading v0.3.5) maintained by SZUold8: Windows-only, supports fetching local or public Bilibili multi-part videos and YouTube single videos, with 3-second baseline frame extraction and change-based frame supplementation, 5-minute segmentation, 3×3 grid stitching and original-resolution PNG output, SRT/VTT and optional faster-whisper offline transcription; seven tools coordinated via jobs long-running tasks, and can be model-brief-driven to output a 16:9 deck.pptx. Includes official tgz installation commands, setup.ps1 dependency steps, and typical chat examples, and explains the acquisition policy, evidence limitations, and process privileges.
Read Morerelay-knowledge-cli: Integrate repository knowledge graphs and GraphRAG into Agents' local CLI
relay-knowledge-cli is a local CLI knowledge backend maintained by community publisher user_15292d5a on SkillHub (version 1.0.0). Categorized under dev-programming with a community source, it is tagged as requires_api_key=false, meaning no API Key is needed. It provides repository knowledge graphs and GraphRAG capabilities for Agents. It supports queries such as hybrid, symbol, definition, references, callers, callees, imports, and sbom via `repo query --kind`, and software information queries covering dependencies, sdks, files, topics, relationships, build, iac, design, and all via `repo software --kind`. It also offers capabilities for feature flags/config gates, indexing, impact, setup, and install/upgrade diagnostics. It is suitable for scenarios requiring symbol-level or dependency-level code understanding, such as call chain analysis, impact assessment, dependency mapping, SBOM queries, and configuration switch impact analysis. The Skill recommends prioritizing the graph CLI over pure text searches with grep, ripgrep, or rg; fallback to text search is advised only when the graph is unavailable, the repository cannot be indexed, the requirement cannot be expressed via the graph, or native regex is required. For cold-start indexing of large repositories, a CLI timeout does not necessarily indicate failure: one should record the task ID returned by `repo index`, retrieve it via `repo status <alias>` if missing, allow the service to process active tasks, or execute `repo index-worker` with limits for queued or retrying tasks. The effectiveness of indexing should be judged based on `repo update`, `index refresh` results, and status diagnostics, rather than assuming task IDs. This Skill is not applicable for MCP configuration and tools, ACP adapters, or protocol-layer Agent integration. Install commands and configuration differences for Cursor, Codex CLI, and Claude Code are not provided in the official materials and are marked as unverified in this article.
Read Moredsh-2sidebar: DSH Right Sidebar Directory Tree and File Preview with Side-by-Side Navigation
dsh-2sidebar is a DSH client plugin maintained by SyaJask. It displays the workspace directory tree side-by-side with file previews within the "Split files" tab of the right sidebar. When switching files, the tree's position and expansion state remain unchanged. It supports draggable splitters, lazy loading of directories, paginated text previews, and inline previews for common image formats. Installable via the npm package `dsh-2sidebar`, it has been tested on DSH 0.2.1-rc.5. Implemented entirely on the browser side, it accesses the session workspace in read-only mode via `workspaceFiles` and can coexist with the built-in Files tab.
Read Moredsh-permission-no-confirm: Skip risk confirmation dialog when toggling permission mode
This article introduces the DSH plugin **dsh-permission-no-confirm**, maintained by SwufeFox. By replacing the terminal-side permission UI, it allows selecting "Full Access" or "Automatically review" to take effect immediately across three entry points: the text box permission button, Settings → General → Permissions, and `/permission`. It eliminates the original RiskConfirmation prompts while keeping other interactions unchanged. The text explains the installation method via `plugin_manager install_bundle`, how bundle-level uninstallation restores the original version, and trade-offs such as avoiding simply deactivating the plugin line. Licensed under MIT 1.0.0, categorized under admin-security.
Read Moredsh-no-login: Removing Account Login in DeepSeek Harness
dsh-no-login is a DSH bundle plugin maintained by SwufeFox. It utilizes `cordis.patch.yml` to disable the four default DeepSeek account lines and provides a perpetually unlogged-in `deepseekAccount` stand-in. This removes access points including the sidebar account menu, account settings page, DeepSeek Account model routing, and OAuth callbacks. API keys and third-party routing remain unaffected. Install using `plugin_manager install_bundle`; use `remove_bundle` to restore login capabilities. It is suitable for profile-level deployments where only API keys are required and reducing the platform session exposure surface is desired.
Read MoreCoco Fei'er Director Workshop · Full Pipeline from Script to Video: A Workflow Turning Chinese Scripts from Inspiration to Final Video with Prompts
# Introduction Developers creating Chinese script-based AI applications often encounter a significant disconnect: while models can generate outlines and screenplays, project assets (characters, scenes, props), storyboards, video generation prompts, and post-production sound design are scattered across multiple conversations. Consequently, it is difficult to maintain consistency in character settings and dialogue styles. The Skill introduced below, "Coco菲尔导演工坊 · Script-to-Video Full Pipeline," is designed to address this specific workflow, solidifying the steps from initial inspiration to final sound design into a reproducible development process. ## What is this One-sentence positioning: An end-to-end Chinese scriptwriting studio covering the complete development workflow of scriptwriting, project asset management, AI video storyboarding, and post-production sound design. - Publisher: SkillHub Community, located at `@user_81941`
Read Moreweb-tools: Align development requirements before coding
"web-tools" is a community-sourced AI agent Skill located at @user_b71133d7/updeta, version 1.0.3. It breaks down development requirements into three steps: Brainstorm → Spec → Build. It automatically activates when users request new projects, features, websites, or tools, following a process of first discussing ideas, then formulating specifications, and finally proceeding to implementation. Trigger words include "help me make," "develop," "write a," "design," "implement," and "build." Labeled as requires_api_key=false, it does not require API key configuration. It is suitable for natural language development requests with ambiguous scopes, offering limited benefit for tasks that are already clearly defined and directly executable. This article solely describes its functionality based on data retrieved from SkillHub and truthfully notes functional and data conflicts with other sources to prevent misuse.
Read Moredsh-plugin-config-backup: Making Scheduled Snapshots for DeepSeek Harness Configurations
Introduce the community plugin dsh-plugin-config-backup (suveng): it manages ~/.dsh configuration snapshots in the DSH Web sidebar, with default backups every 6 hours, retaining 14 snapshots, supporting immediate backup, export/import of tar.gz, pre-restore protection and Agent tools. Installation requires running `dsh plugin --profile web add` with a local path and writing to cordis.patch.yml; the backup scope does not include profiles/sessions, and if credential files are included, attention should be paid to permissions and the machine migration process.
Read MorePDF Conversion: A Skill for PDF-Office Interconversion to Enhance Office Efficiency
This article introduces the "PDF Conversion" Agent Skill published by Kunlun Zengchang on SkillHub. Designed to enhance office productivity, it converts PDFs to and from Word, Excel, and PPT formats while preserving formatting and editability as much as possible, and provides recommendations for scanned document recognition. The article verifies its name, coordinates, version, category, publisher, and capability boundaries; when installation commands and parameter examples are missing, it explicitly avoids fabricating them, and outlines typical usage, applicable scenarios, and precautions.
Read Moredsh-storage-insight: Understanding DSH Disk Usage and Cleaning Only Rebuildable Caches
"dsh-storage-insight" adds a "Settings → Storage" page for DeepSeek Harness. It scans DSH_HOME, the installation directory, and system temp directories, displaying total usage, a donut chart, and storage consumption categorized into sessions, cache, and runtime. Cleanup targets only unmodified (for 24 hours) files with a "temp" prefix, regenerable cache, and logs older than 7 days; it does not touch sessions, spill files, or runtime data. API access is restricted to localhost with CSRF header verification, and deletion is limited to archived sessions only. Available via npm or GitHub installation, it requires dsh Web 0.1.x or 0.2.x to function.
Read MoreAIAG-VDA SPC Assistant: Statistical Process Control Assistant for the New Version of SPC Analysis
The AIAG-VDA SPC Assistant (@engicool/aiag-vda-spc, produced by engicool, version 3.3.1, categorized under data-analysis) is a Skill designed for the new version of SPC analysis. It adopts the unified G-method key index system (automatic switching of Cpk.G/Ppk.G/Pmk.G, separation of upper and lower sides, quantile tables, PPM, 95% CI), incorporates precise distribution control limits (w-distribution/χ²-distribution/binomial distribution/Poisson distribution), Nelson rules 1-8, Anderson-Darling normality test, and ISO 22514-2 time-dependent distribution models A/B/C/D. The report template aligns with the 22 elements of Chapter 11 in the manual. It is used for new SPC analysis, process capability studies, and equipment release. The tag is requires_api_key=false. At the time of writing, the official page was inaccessible; installation commands and invocation examples were not provided. Relevant sections are factually stated as unverified, with no fabrication.
Read MoreSmart Selection Translate: Instant Word Lookup and Sentence Translation for English Text Selected in DSH
smart-selection-translate (dsh-smart-selection-translate) is a bundle plugin developed by Sunshine334419520 for DeepSeek Harness. By selecting English text within the conversation body or in the sidebar file preview, it triggers the following: hovering over words displays Youdao/Bing dictionary entries (phonetic symbols, parts of speech, pronunciation), while sentences are translated via Bing/Google/DeepSeek Flash machine translation. It supports installation via the plugin marketplace or using `dsh plugin --profile desktop add`, with settings stored in localStorage. Please note that text selection is unavailable in PDF/Office previews, and conflicts may arise regarding the "translator" line between anonymous interfaces and the official thought translation bundle. Licensed under MIT, version 0.1.2.
Read MorePublic Fund Comparison Skill: A Fund Comparison and Recommendation Tool for Brokerage Client Managers
The Public Fund Comparison Skill (located at @user_500bb12c/fund-compare-justin-test) is an intelligent comparison, query, and recommendation assistant for public funds designed for business development scenarios of securities customer managers. It is released by community developer user_500bb12c (Classification: Professional; Version: 1.0.15; Tag: requires_api_key=false). It supports four trigger conditions: a fund name, a 6-digit fund code, sentences containing fund, ETF, or LOF keywords, or explicit requests for comparison, query, or recommendation. Its features include the "search one and recommend one" function for a single fund, horizontal comparison across 12 dimensions for multiple funds, and obtaining live data. It is tailored for roles such as securities customer managers and fund investment advisors, featuring a disclaimer that the recommendation results do not constitute investment advice. Additionally, the Skill is currently at zero installations, making it a relatively new community release.
Read Moredsh-study-loop: DSH Adaptive Study Loop featuring Study-Test Mode and Spaced Multi-Perspective Review
dsh-study-loop is a DSH workflow plugin maintained by sunhailong123 (v0.3.0, MIT License). On the web side, floating cards pop up at intervals: the **Learn** tab explains knowledge points, while the **Answer** tab records a 0–5 self-rating to disk. It performs spaced repetition on a staircase schedule ranging from 30 minutes to 30 days, rotating question angles to revisit old questions. The question bank supports model-based generation, CSV/Excel/JSON import, and local JSON storage. To install, run `dsh plugin --profile web add dsh-study-loop` and then refresh the web page.
Read MoreGeneral Framework for Medical Research Project Initiation: Breaking Down Multi-Department Proposals into a Standardized Pipeline
A key challenge in medical research project initiation is that the same workflow must be rerun across departments such as Respiratory Medicine, Endocrinology, Cardiovascular, Orthopedics, Oncology, Neurology, Nephrology, Gastroenterology, Pediatrics, Obstetrics and Gynecology, Stomatology, and Ophthalmology, with templates, topic selection, proposals, technical roadmaps, mock reviews, budgets, and formal review checklists scattered across various places. The general-purpose core for medical research project initiation introduced below (User @user_588f21b2/medical-research-core, v1.3.0, community, professional) standardizes the workflow into automated department routing, three-tier topic evaluation, a 12-section research proposal, a technical roadmap, a four-dimension mock review, and budget preparation with a formal review checklist. The budget section covers nine cost categories, proportional caps, selection of application codes, and a 400-word abstract writing format. It currently supports 12 specialties, and additional departments can be added according to core_knowledge_pack_spec.md. Official URL: https://api.skillhub.cn/user_588f21b2/medical-research-core; SkillHub page: https://www.skillhub.cn/skills/user_588f21b2/medical-research-core.
Read Moredshmarket: Browse Community Plugins in DSH and One-Click Install
dshmarket is a DSH client plugin maintained by Sun-0306. It provides a Plugin Market on the Plugins page, connects to the community directory (4,200+ entries), and supports categories, search, host-compatibility hints, and one-click installation. It also includes theme switching, favorites, grouping, local notes, backup and restore, and update checks. Install: On Desktop, search for dshmarket under Settings→Plugins; for dsh web, run `dsh plugin --profile web add dshmarket`, then restart it. Requires dsh web 0.1.0-rc.6+. In dsh web 0.2.1+, the plugin is available alongside Installed. The plugin runs with host process privileges; review the source code and license before installing. MIT license.
Read Moredsh-task-clarifier: Turn One Sentence into a Task Brief, with a 0-Token Clarification Phase
The Sun-0306 client-side plugin dsh-task-clarifier organizes a one-line statement into a Markdown task brief in the browser via a quick set of prompts. Both intent recognition and fact extraction use deterministic rules, and the clarification step does not call any model. It supports three question-count levels (quick, standard, and deep), two task brief templates (standard and minimalist), and options to copy or insert the result into a new conversation draft. Data is stored only in localStorage. Installation is done by calling plugin_manager install_bundle pointing to a local directory, and restarting DSH is required.
Read MoreAudit Findings and CAPA Closed-Loop Review: Establishing Remediation Closed-Loop Checks as a Reusable Process
"Audit Findings and CAPA Closed-Loop Review" (@baitongai/audit-findings-and-capa-closed-loop-review), Version 1.0.0, published by the Baitong AI Service Platform on SkillHub (Source: enterprise; Category: business-ops; Tag: requires_api_key=true). It accepts the original text of audit findings and associated CAPA materials as input to verify whether a complete closed loop is formed across seven stages: audit finding, root cause analysis, corrective measures, corrective action, preventive measures, implementation evidence, and effectiveness checks. It outputs four results: a closed-loop matrix, a list of evidence gaps, overdue/deferred items, and a closure review draft. These correspond to three application scenarios: QA determining closure conditions, auditors tracking rectification progress, and CAPA Owners conducting completeness self-checks. The source text explicitly states that the retrieved paged data lacks installation commands, directory paths, and configuration fields. Although an API Key is required, the key name and placement location remain undocumented; therefore, installation steps are omitted. It recommends utilizing the four outputs iteratively in sequence.
Read MoreBrand Product Design | Yiyi Guo: Translates Brand Positioning and Production Constraints into Visual Direction, Packaging Solutions, and Delivery Specifications
This article describes the design-focused Skill "品牌产品设计｜郭亿易" (Brand Product Design | Guo Yiyi) on SkillHub (version 1.1.0, community source, category: design-media, no API key required). The skill accepts inputs including brand positioning, product materials, and production constraints; in turn, it delivers product visual direction, packaging solutions, and delivery standards for output. It is intended for brand owners and product and design teams, and applies to brand product design tasks that require traceable delivery. The article outlines the skill's capability boundaries, input and output usage as summarized from the brief, and notes on scope and applicability (the official page could not be scraped, the install command is unverified, and no speculative commands are listed). It also provides the official URL for further reading.
Read MoreVisual Diagram Suite: Generate 40+ Professional Diagrams Instantly with Natural Language
**Visual-diagram-suite** is a diagram generation suite published on SkillHub (coordinate: @user_cbe7a01d/visual-diagram-suite, version 3.0.1, category: design-media). Users simply describe their questions or requirements in natural language, and the AI automatically matches the appropriate diagram based on intent. It features over 40 professional chart types, covering scenarios such as root cause analysis, solution comparison, prioritization, strategic assessment, project scheduling, system architecture, collaboration workflows, call sequences, and state transitions. The suite offers four rendering engines: HTML/CSS (for complex diagrams, auto-layout, and cross-model compatibility), SVG (for simple diagrams, including animations, suitable for PPT presentations), Mermaid (zero-dependency, preferred for technical documentation), and Draw.io XML (for UML, swimlanes, and DFDs). This article introduces its positioning, core capabilities, engine selection, installation information, and typical intent routing examples.
Read Moredsh-plugin-dock: Unified Invocation of DSH Plugins Alongside Conversations
The Dock (dsh-plugin-dock 0.1.0) is a DSH client plugin released by Sun-0306 that aggregates entry points of installed plugins through the right sidebar panel, left sidebar portal, and input box buttons, opening each plugin via public slots and APIs without rewriting its interface. Based on the official README, the article explains the four entry points, installation prerequisites (DSH 0.2.1+, Node≥20), link/file installation and bundles configuration, invocation within chat and context summarization quick actions, as well as settings such as leftEntryOpensDock and Host persistence paths, while reminding users to review the source code, MIT license, and process permissions before installation.
Read Moredsh-socratic-mode：First provide genuine knowledge, then pose an invitational question
dsh-socratic-mode provides an Agent Preset — the "Socratic Learning Mode" — for DeepSeek Harness. Each round first delivers a piece of genuine knowledge followed by an optional, invitation-style question, avoiding both pure lectures and rapid-fire interrogations. Through dual-layer constraints from cordis.patch.yml and the socratic-tutor skill, it implements a "give-before-ask" approach, pressure control, and session-ending learning notes. Installation requires cloning the repository and running `plugin_manager install_bundle`, with a dependency on dsh >= 0.2.1-rc.3. MIT licensed, maintained by summersummer-liu.
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