Let it be | Accuracy Check: A Structured Toolkit Skill for Traditional Numerology
"Forget It | Is It Accurate?" is a life-service Skill on SkillHub created by Cunlao Xie. It provides people who want to experiment with traditional divinatory arts with a computable, table-driven, framework-based toolkit composed of ten modules, covering Bazi (Four Pillars of Destiny) chart casting, Zi Wei Dou Shu, Qi Men Dun Jia, I Ching hexagram interpretation, Chinese zodiac fortune, Eight Mansions feng shui, name creation and name matching, tarot, personality-color analysis, and numerology. It addresses two specific problems: first, unified standards—built-in authoritative tables and algorithms lock in the casting rules and terminology for the ten systems to prevent inconsistent chart outputs from one generation to another; second, clear boundaries—it only presents structured results and does not output specific good/bad fortune predictions, and its results include a disclaimer that it is intended only for entertainment and traditional cultural research. The article introduces the positioning, a capability list for the ten modules, reproducible usage examples reconstructed from trigger words, as well as applicable scenarios, limitations, and pitfalls, including that it does not provide fortune predictions, that the built-in standards should be taken as authoritative, and that official documentation should be checked before integration.
Read MoreDesigning an Exercise Plan for Weight Loss: Transforming Fat Loss Goals into Actionable Exercise Prescriptions
"Creating an Exercise-Based Weight Loss Plan" is a community Skill on SkillHub, identified as @user_a549da14/jk-001 (Version 1.0.0, Category: life-service), published by user_a549da14. Centered on exercise prescriptions and supported by essential dietary calorie control principles, it addresses user needs such as weight loss through exercise, developing fat-loss training plans, calculating daily caloric deficits, selecting aerobic/strength combinations, and breaking through plateaus. It requires no API Key and is based on the general SKILL.md format. As the official page does not provide installation commands or configuration fields, the activation method depends on the Agent client's requirements for the Skill directory. It is suitable for handling targeted fat-loss inquiries within conversational products; however, the dietary section only covers principles of calorie control and does not replace professional nutritional or medical advice.
Read Moredsh-prompt-rewriter: One-click Rewrite of Drafts into Actionable Prompts Next to the Input Box
dsh-prompt-rewriter is a DeepSeek Harness community plugin maintained by huaguoxingkong. It provides a whale tail button next to the session input box that uses the current or a specified model to rewrite short drafts in-place into executable prompts containing objectives, formats, and boundaries. It only replaces the input box content without automatically sending it and supports Ctrl+Z and rollback. The introduction covers installation commands (npm / GitHub / Release), settings, context and image boundaries, shortcuts, and precautions, facilitating reduced multi-turn trial and error in model inference scenarios.
Read MoreAurabot (dsh-aurabot-qq): Integrating DSH AI as the QQ Bot "大肥鱼" for Chat
Aurabot (dsh-aurabot-qq) is a DeepSeek Harness client plugin that connects to the QQ alt account "大肥鱼" via SnowLuma or OneBot v11. It provides a full-page dashboard, with the master switch disabled and dry-run enabled by default, and offers modular capabilities covering private and group chats, personality/memory/mood systems, voice and emoji, Qzone, Bilibili, Douyin, Hexbox, and cover songs, with support for custom modules via a configurable data directory. Based on the official README, this article describes the architecture, installation commands, wizard steps, and Linux limitations, and provides typical usage examples and permission considerations.
Read MoreSelf-Improving + Proactive Agent (Pro Edition): Empowering Agents to Review, Self-Correct, and Accumulate Experience
Self-Improving + Proactive Agent (Pro Edition) is a community skill on SkillHub, located at @user_87f6522b/self-improving-proactive-agent, version 1.0.0, category ai-agent. It wires self-assessment, self-criticism, self-learning, and self-organizing memory into a fixed workflow that requires a one-sentence conclusion up front, delivery of a structured result file, and clear annotation of the evidence behind key decisions. Triggers include directly mentioning the skill name, asking how to do something, or asking the agent for help; there are five task scenarios: operation failure, user correction, outdated knowledge, discovery of a better approach, and explicit user installation or reference. The article outlines core capabilities, installation and activation methods, five reproducible typical use cases, as well as applicable scenarios and limitations. While writing, the official URL could not be opened; please refer to SkillHub for the installation command and page data.
Read MoreMoney-Finding Radar | Discover How You Can Make Money: Scan Your Personal Monetizable Assets into a List
**Money-Picking Radar** (@indiv-cunzhanglaoxie/asset-radar) is a community Skill categorized under business-ops, version 1.1.12, requires_api_key=false, created by Village Elder Lao Xie. It systematically scans your personal monetizable assets, using the four fundamental laws of logic (Law of Exchange / Law of Asymmetry / Law of Stock / Law of Minimum Closed Loop) to determine *why* something can be monetized, employs a five-dimensional scan (Skills / Inventory / Network / Time / Information Gap, five questions per dimension) to find out *what* you have, and ranks items using three valuation questions (Monetization Difficulty / Single-Transaction Value / Startup Speed) to output a Top 5 money-picking list, each item accompanied by this week's first step. Red lines: it only produces zero-cost startup plans—no income promises, refuses to scan gray-area information gaps, refuses to exploit acquaintance networks, refuses prerequisites of large upfront investment before monetization; if you want to scale up, switch to the OPC Business Model Designer—the Radar handles *finding*, OPC handles *scaling*. Enable via the official address and trigger with phrases such as "what can I do to make money," "asset inventory," "side hustle," "first dollar," etc.
Read Moredsh-startup-screen: Custom Boot Animation for DeepSeek Harness
dsh-startup-screen is a DSH plugin (v1.3.0, MIT license) by maintainer 6shenhonghong9 that plays a six-act startup sequence on cold boot: a black-screen logo, an overexposed white-out, a warm-white archive backdrop, a five-step access authorization, and a chromatic-dispersion reveal, with support for interactive confirmation, skip, real audio/TTS, a liquid-glass style, and warm-white/dark themes. Install via DSH Settings → Plugin Marketplace, or by running: dsh plugin --profile web|desktop add <local-tgz>. After installation, restart and tune 30+ parameters under Settings → Startup Animation. Intended for fun theming and personalized openings; review the source code and third-party asset disclaimers before installing.
Read MoreEight Characters (BaZi) Chart Calculation Skill: Deriving Four Pillars of Destiny (Stems and Branches) from Birth Time
The Bazi Charting Skill (@user_1854b633/bazi-paipan, v2.1.0, community source, life-service category) calculates the Four Pillars (Bazi) based on birth time, location, and gender. It outputs hidden stems, Ten Gods, the Twelve Stages of Existence, Void (Kong Wang), Na Yin (Musical Tones), Five Elements statistics,刑冲合害 (punishment, clash, combination, harm), and auspicious/inauspicious spirits (Shen Sha). It generates 10 steps of Major Luck (Da Yun) and supports specific years for Annual Cycles (Liu Nian). It features True Solar Time correction and the VSOP87 solar term algorithm, requiring no third-party dependencies. As indicated on the page (requires_api_key=false), no API Key is required. The official description explicitly states that it only explains what is on the chart, how to interpret the terminology, and the source books. It does not make judgmentments on good or bad fortune, provide conclusions on pattern quality or favorable/unfavorable gods (Xi Yong Shen), offer advice on luck-changing remedies, or collect personal information. Trigger words cover Bazi, Four Pillars, Charting, Ten Gods, Hidden Stems, Na Yin, Major Luck, Annual Cycles, Zi Ping, and Destiny/Mingli. The installation command was missing from the retrieved data and remains unverified; the text states this honestly. It is suitable for developers requiring stable charting output or terminology explanation documentation. Please note that different schools have different calculation methods; this is for reference only and does not constitute a basis for decision-making.
Read MoreHAP Skills: A Collection of Skills for Direct AI Manipulation of Mingdao Cloud HAP
hap-skills is a collection of Mingdao Cloud HAP AI Agent skills maintained by community publisher user_175d84c3. Version 1.0.1 includes 9 skills organized into three categories: CLI (hap command line), MCP (HAP MCP service), and API (HAP V3 HTTP interface). It adopts a master entry plus sub-skills structure: the root SKILL.md serves as a unified entry point, automatically routing by intent to sub-skills for creating apps, modifying apps, querying data, building websites, creating interfaces, and developing plugins. It supports both full-suite installation and on-demand individual installation. hap-cli handles installation, login, and navigation for contacts, chat, schedules, and approvals; hap-cli-app-creator enables one-stop app creation; hap-cli-app-editor facilitates partial modifications to fields, views, permissions, and workflows; hap-cli-data-query manages multi-condition filtering and pivot aggregation; hap-cli-environments manages multiple environments and accounts with confirmation before destructive operations; hap-mcp-app-builder allows conversational full-automatic app creation with support for interruption and resumption; hap-apiv3-data clarifies authentication and CRUD operations; hap-api-website guides the construction of decoupled front-end and back-end websites; hap-view-plugin covers the entire development workflow for custom view plugins (mdye). SkillHub rating: 100,000; Downloads: 1,564; Tag: requires_api_key=false.
Read MoreOmnichannel Customer Acquisition Skill: Transforming Customer Search into an AI-Outsourced Funnel Pipeline
Targeting physical store owners, knowledge-pay and consulting professionals, and enterprise sales teams seeking stable customer leads, this article introduces the "Omnichannel Customer Acquisition | Effortless Traffic Generation" Skill on SkillHub. It defines customer acquisition as a funnel pipeline: Reach → Hook → Trust → Lead Capture → Handling → Closing. The workflow utilizes AI for batch material and script generation, while humans focus on final decision-making and closing deals. The Skill covers audience insights, a hook library, topic and script templates, short video and livestream SOPs, Xiaohongshu (Little Red Book) SOPs, private domain lead handling and conversion, search and local area acquisition, case study breakdowns, data reviews, prompt packs, paid advertising SOPs, cross-border B2B/B2C acquisition, and the generation of posters, PPTs, storyboards, and cover materials. Featuring a built-in one-click generation engine, it produces a "three-piece set" upon entering industry keywords or simple commands like "I need to generate leads" or "Write a short video script." It includes a library of 20 high-frequency scenarios and automatically identifies ToB/ToC distinctions, persona types (persona vs. informational content), and business structures (corporate vs. solopreneur). The article also outlines the target audience, trade-offs in multi-channel synergy, and limitations of automatic judgment. It transparently notes that the official page content could not be scraped and the installation commands could not be verified.
Read Moredsh-unrestricted: Injecting switchable restriction-bypass rules at the DSH system prompt stage
dsh-unrestricted is a DeepSeek Harness plugin maintained by yexi-by. It injects an unrestricted:execution-mode rule block into the system prompt following the official role settings within the system-prompt/assemble pipeline, and provides a real-time toggle via cordis.patch.yml within the profile. It supports Standard, Cordis, PTC, Plan, Minimal, and sub-agent configurations, with the settings page allowing preview of the complete system prompt for each mode. Installation via the official command for v0.2.7 requires enabling both the plugin and the "Enable Unrestricted Mode" option. It does not bypass API gateway filtering or the DSH sandbox. Open-sourced under the MIT license.
Read MoreContent Strategy：把内容当作一套可复用的生产系统
Content Strategy（@clawhub_jk-0001/content-strategy，v0.1.0，ClawHub 内容营销类 Skill）面向个人创业者，把内容生产的前置环节整理成八步：定目标、挖选题、定支柱、选格式与渠道、排日历、做分发、内容复用、看指标。文章按 SKILL.md 官方内容逐节说明，给出 openclaw skills install 安装命令、n8n 顾问的支柱与日历示例、一条长内容拆成五类短内容的复用流程，并说明适合场景与局限；同时指出第三方页面上的主题集群、60/30/10 配比、四维选题打分等描述与官方资料不符，未予采用。
Read MoreNuwa.skill (nuwa-skill): Distilling Anyone's Way of Thinking in DSH
Nuwa.skill (alchaincyf/nuwa-skill), based on the Agent Skills protocol, automatically researches and distills expression DNA, mental models, decision heuristics, and boundaries of honesty by simply inputting a name or topic, thereby generating a runnable Skill. It can be installed in DeepSeek Harness via `dsh plugin add github:alchaincyf/nuwa-skill`, with the distillation results written to the project's `.dsh/skills/` directory. This article introduces the five-layer distillation structure, official Skills for existing personas and themes, installation and uninstallation commands, and typical conversational usage, while advising users to review the source code and license before running it with the current DSH process permissions.
Read Moreai-video-script: Turning Topics/Keywords into Storyboard-level Video Scripts
This article introduces the Skill ai-video-script (@aguo333/ai-video-script, v1.0.0, published on ClawHub, categorized under content-creation, no API Key required). By inputting a theme or keywords, it outputs a complete script including a video overview, storyboard, AI visual prompts, voiceover script, and subtitles. The article explains the generation workflow, prompt specifications for both CogVideoX and Midjourney, advanced features (such as batch generation, style customization, and duration optimization), the OpenClaw installation command, as well as applicable scenarios and considerations regarding copyright and platform compliance.
Read MoreInteractive Courseware | Qiuye Workplace: Developing a Single-File Interactive Courseware for Offline Use
Interactive Courseware_Qiuye Workplace Community Skill, located at @user_c774f8e9/interactive-courseware, version 1.0.2, categorized as education, tagged with requires_api_key=false. It organizes the teaching content of a lesson into a ready-to-use interactive courseware: it first defines teaching objectives and key difficulties, then breaks down knowledge points into interactive tasks such as drag-and-drop matching, multiple choice, ordering exploration, scenario simulation, and instant feedback. It features navigation, progress tracking, timing, and real-time comments. Finally, it checks against three criteria for courseware evaluation and outputs an HTML interactive courseware (single file), a Word teaching design and usage manual, and an Excel list of interaction points and assets. It applies to scenarios such as interactive courseware, H5 courseware, classroom interaction design, open class and competition courseware, in-class quizzes, in-class exercises, and as an alternative to Seewo courseware. The retrieved SkillHub page shows a rating of 100000, 1747 downloads, and 0 installations. As the current materials do not provide specific installation commands or the content of SKILL.md, the article states this factually and suggests referring to the official page for details.
Read MoreSKH Icon Probe A1：图标回显通道探测用
SKH Icon Probe A1 是社区发布的 dev-programming 类 Agent Skill，坐标 @user_5feeff6f/skh-icon-probe-a1，版本 1.20.999，简介为「图标回显通道探测用」。它不负责绘制图标，只用于在图标莫名不显示且无报错时，单独检查图标回显通道是否可用，避免每次改动都手动复现。文章说明其定位与能力边界（资料中无字段级能力清单，相关表述已标注为推断），给出 SkillHub 页面与官方地址，并如实说明安装命令、目录与配置字段在已抓取资料中缺失、抓取官方页面时失败，因此不给出命令；元数据 requires_api_key=false 表示无需 API Key。适用场景包括排查无报错的图标缺失、对比不同终端平台的回显差异；注意事项包括安装量为 0、评分为平台展示值 100000、探测只回答通道可用性而不负责修复终端侧问题。
Read More周报生成Pro：把一周记录整理成结构清晰的周报
周报生成Pro 是 SkillHub 上由昆仑增长发布的 office-efficiency 类 Skill，当前版本 1.0.0，坐标 @kunlungrowth/weekly-report-pro。它接收一周的工作记录、会议纪要、任务清单和项目进度，生成结构清晰、重点突出、数据驱动的周报，适合销售、运营、产品、行政、财务等岗位。抓取资料标注 requires_api_key=false；资料未提供可直接执行的安装命令，也未说明 Cursor、Codex CLI、Claude Code 的差异，实际安装需以官方地址或 SkillHub 页面为准。本文介绍其定位、核心功能、安装入口和典型输入方式。
Read More钱研-环球盘前情报局：离线盘前情报 HTML 的板块版
「钱研-环球盘前情报局（板块版）」是一个面向盘前信息整理的 Skill，安装或调用后直接交付单文件离线 HTML，双击即用，无需联网部署。内容分双课程时间锁模块：第一课覆盖盘前四步、环球定调·隔夜五指标、盘前三分钟预判、资金热度封单榜、同板块联动小地图、出勤奖励金卡；第二课覆盖个股验证、候选方向·涨停行业分布、三步定龙性、诊龙息课堂笔记。锁卡只显示倒计时不显示时间点。隔夜五指标经腾讯、东方财富双源实时核验，无快照。页面手机电脑自适应，支持深浅主题，明确不荐股、不买卖点。本文基于发布者简介整理，官方地址与对应页面在写作时无法访问，安装方式与运营数据未经核实，已在文中如实标注。
Read More营销图片AI生成优化：面向营销图片的 AI 生成工作流 Skill
「营销图片AI生成优化」是发布在 SkillHub 上的 enterprise Skill，坐标 @org-b6kzcl68/image，版本 1.0.0，分类 design-media，发布者为重庆途光网络传媒有限责任公司。它定位营销图片的创建、生成、编辑与优化工作流，覆盖博客头图、社交配图、产品样机、个人资料横幅、OG 分享图与品牌资产，核心内容包括 Gemini、Flux、Ideogram、GPT Image、Midjourney、Recraft 的模型选型对比、提示词公式、平台尺寸规范表以及 WebP/AVIF 压缩优化清单。带有 requires_api_key=true 标签，调用前需配置 API Key。触发场景为营销图片、AI 图像生成、博客头图、产品样机、OG image、图片压缩等。本文介绍其能力边界、安装地址与典型用法，并说明图片版权与平台尺寸需自行复核的限制。
Read MorePDF Generation Assistant: Hands PDF generation over to Agent
The PDF Document Generation Assistant (@org-0ll53pt7/pdf-generator, version 1.0.0, source: enterprise, category: office-efficiency) is published by Haikou Lanyuxing Sports Culture Development Co., Ltd. Its official description states that it provides PDF document generation capabilities to help users complete relevant tasks quickly and reduce rework. The metadata indicates requires_api_key=false, a score of 100000, 1536 downloads, and 0 installations. The article verified the coordinates, version, source, category, and tags. Since no installation commands, configuration fields, or reproducible usage examples were found in the materials, only confirmable access identifiers are provided. Readers are advised to refer to the corresponding tool's Skill documentation for authoritative instructions; no installation commands, layout capabilities, or user feedback have been fabricated. It is applicable to scenarios within Agent workflows where direct PDF output is required and templates are relatively fixed. Key considerations include: the publisher's name has no business association with PDF tools; the installation count is 0, resulting in a lack of troubleshooting records; and fine-grained layout capabilities must be verified independently using samples. Official URL: https://api.skillhub.cn/org-0ll53pt7/pdf-generator
Read More八字排盘 Skill：把传统子平排盘能力接进 Agent
八字排盘（@user_1854b633/bazi-paipan，v2.1.0）是 SkillHub 上的社区 Skill，分类 life-service。输入出生时间、出生地、性别，输出四柱干支、藏干、十神、十二长生、空亡、纳音、五行统计、刑冲合害、神煞、10 步大运与指定年份流年分析，内置真太阳时修正与 VSOP87 节气算法，无第三方依赖，且 requires_api_key=false。本文介绍其功能、启用方式与典型用法，并提示出生地与年份确认等注意事项。
Read MoreCourseware PPT Generation: Move the focus of teaching preparation from formatting to content.</think>Courseware PPT Generation: Move the focus of teaching preparation from formatting to content.
This article introduces a "Courseware PPT Generation" skill designed for teachers. By inputting a topic or lesson plan, the system first scaffolds materials across eight categories: curriculum standards, textbook arrangement, prior knowledge gaps, student misconceptions, high-frequency exam points, real-life scenarios, factual data, and interdisciplinary applications. It then assembles a standard PowerPoint presentation (utilizing 16 layouts and 5 color schemes), embeds speaker notes in the notes pages, and outputs a teaching script, student handouts, a courseware outline, and a teaching self-assessment report. Before generation, the system enforces strict validations: total slide duration must equal the class period, single bullet points must not exceed 28 characters, body text per slide must not exceed 120 characters, bullet points per slide must not exceed 5, learning objectives must avoid the verbs "understand," "know," or "master," and all citations or adaptations must include their sources. Additionally, an LLM collaboration channel is provided to rectify loose JSON into renderable formats via structured scripts, reporting modifications item by item.
Read MoreApple requires apps containing romantic content involving dating or AI companions to be restricted to users 18 and over.
On November 3, 2026, Apple announced App Store policy adjustments to developers: apps offering dating, romantic relationship features, or AI companions involving sexual or romantic content must be rated 18+; starting November 16, age ratings must be updated using new content descriptors. The policy continues its global age assurance and parental control measures for minor protection, while also requiring labeling for features that share a user's real location with others; family-type location sharing apps in Brazil can apply for official MJSP ratings. TechCrunch reports that these rules will apply to AI companions such as Character.AI and Replika, as well as multifunctional apps containing romantic features, marking a unified tightening by mainstream stores regarding minors' access to AI companions.
Read MoreOpenAI Releases LifeVal to Measure Model Progress on Everyday Life Tasks
On November 2, 2026, OpenAI released LifeVal, based on U.S. and multi-country time-use surveys and a representative survey of 3,995 people covering scenarios such as parenting, government services, finance, and shopping, to track ChatGPT’s annual improvements in agent capabilities including browser and computer use. Officials provided examples of workflow completion rates for tasks such as school enrollment, flood relief volunteering, and apartment hunting (approximately 90%–100%), shifting the evaluation focus from academic knowledge benchmarks to executable daily-life tasks.
Read MoreAnthropic Open-Sources FlashProve to Advance Provable Reasoning in Large Models with zkSNARK
On November 2, 2026, the Anthropic Frontier Red Team released a breakthrough in provable inference and open-sourced the FlashProve prototype. By utilizing zkSNARKs, it demonstrates that outputs originate from a committed model without revealing the underlying weights. Using Llama 4 Maverick (400B MoE, 4-bit quantization), the system achieves a proof generation speed of approximately 110 tokens/s on a single H100 GPU. Proofs for 1024-token requests are approximately 19 MB in size, requiring roughly 70–95 times the GPU time compared to vLLM inference for the same prompt. Concurrently, the team released a technical report, protocol specifications, prover/verifier code, and Lean formalizations under the Apache 2.0 license.
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