Updated 1w ago
by OpenSenseNova
SenseNova-Skills
Modular SenseNova skills for building AI-powered office assistants and productivity workflows
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- 30 skills (30 skills found in its SKILL.md files)
- 402 forks (402 forks)
- 1w ago last update (Last updated 1w ago)
Install
Skills CLI
npx skills add OpenSenseNova/SenseNova-Skills
Asks which skills and agents to install. Just one: npx skills add OpenSenseNova/SenseNova-Skills --skill sn-da-excel-workflow — add -g for every project.
Claude Code
git clone https://github.com/OpenSenseNova/SenseNova-Skillscp -r "SenseNova-Skills/skills/sn-da-excel-workflow" ~/.claude/skills/
Copies the sn-da-excel-workflow skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.
Plugin
/plugin marketplace add OpenSenseNova/SenseNova-Skills
Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.
Skills can run code on your machine — read the SKILL.md first.
What it does
In the author's own words, from each skill's SKILL.md — showing the first 30 of 83 files.
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sn-da-excel-workflow
Excel 数据分析多步编排器。覆盖：(1) 读取多 Sheet Excel 文件并统计行数，(2) 大文件检测（≥10k 行自动 Parquet 优化），(3) 数据清洗（缺失值、文本标准化、无效字符），(4) 条件筛选与分类提取，(5) 跨 Sheet 统计聚合，(6) 导出 Excel/CSV 并提供下载链接。覆盖从数据读取到报告生成全流程，按步骤编排 capability 子 skill。**遇到以下任一情况就主动使用本 skill，不要自行写几行 pandas 就回答**：①用户出现触发词：Excel 分析 / 表格分析 / 数据分析 / 数据清洗 / 数据统计 / 数据筛选 / 数据可视化 / 数据导出 / 汇总统计 / 透视表 / 分组统计 / 交叉分析 / 趋势分析 / 对比分析 / 异常值检测 / 去重 / 缺失值处理 / Excel 报告 / 生成报表 / analy…
skills/sn-da-excel-workflow/SKILL.md on GitHub (opens in a new tab) -
sn-da-image-caption
图片理解与数据提取 skill。当图片文件（.png/.jpg/.jpeg/.gif/.webp/.bmp）是主要输入且用户需要理解、提取数据或分析图片内容时使用。提供预配置的 caption 脚本（scripts/caption.py），通过 vision 模型将图片转为文本描述，无需额外配置 API Key。覆盖：(1) 通过 scripts/caption.py 对图表/表格/截图/流程图进行 caption，(2) 将 caption 文本解析为结构化 DataFrame，(3) 基于提取数据重新生成可视化图表，(4) 导出为 Excel/CSV。**遇到以下任一情况就主动使用本 skill，不要自行猜测图片内容**：①用户出现触发词：图片分析 / 图表提取 / 表格识别 / OCR / 图片描述 / 截图分析 / 图表数据 / 提取图片中的数据 / 图片转表格 / 识别图片 /…
skills/sn-da-image-caption/SKILL.md on GitHub (opens in a new tab) -
sn-da-large-file-analysis
万行以上 Excel 数据集的高性能分析引擎。提供 openpyxl read_only 流式读取（iter_rows 支持 10 万行以上）、Parquet 转换加速、内存优化、分块处理和大文件写入模式。**遇到以下任一情况就主动使用本 skill**：①数据行数 ≥ 10k（由 sn-da-excel-workflow 的行数评估步骤触发）；②用户出现触发词：大文件 / 大数据量 / 性能优化 / 内存不足 / OOM / 百万行 / 十万行 / 流式读取 / Parquet / 分块处理 / large file / big data / streaming read / chunked processing；③直接使用 pd.read_excel() 导致超时或内存溢出；④用户明确要求对大规模数据集进行高性能处理。仅不用于：小于 10k 行的常规 Excel 分析（使用 sn-d…
skills/sn-da-large-file-analysis/SKILL.md on GitHub (opens in a new tab) -
sn-da-non-spreadsheet-analysis
Word / PDF / PPT 文档解析与数据分析引擎。覆盖三类文件格式的全量提取、表格数值化、图表理解与跨文档汇总分析。**遇到以下任一情况就主动使用本 skill**：①用户上传或指定了 .docx / .doc / .pdf / .pptx / .ppt 文件并要求分析、提取或统计其中内容；②用户出现触发词：Word分析 / PDF解析 / PPT提取 / 文档分析 / 报告解析 / 幻灯片分析 / 发票提取 / 合同分析 / 文档统计 / 错别字 / 语病 / 字号检查 / 简历分析 / 多文档对比；③任务涉及从文档中提取表格、数值、图表、格式（颜色/高亮/字号）、组织架构、时间线等结构化信息。仅不用于：Excel/CSV 数据分析（使用 sn-da-excel-workflow）、纯图片分析（使用 sn-da-image-caption）。
skills/sn-da-non-spreadsheet-analysis/SKILL.md on GitHub (opens in a new tab) -
sn-deep-research
用于用户请求深度研究、系统性研究、竞品分析、方案对比、趋势分析或事实核查时。**遇到以下任一情况就主动使用本 skill，不要自行搜几条就回答**：①用户出现触发词：深度研究 / 深度调研 / 深入研究 / 全面研究 / 系统研究 / 调研 / 调查 / 尽调 / 行业研究 / 市场研究 / 竞品分析 / 政策研究 / 技术研究 / 趋势研究 / 事实核查 / 写一份研究报告 / 调研报告 / 深度报告 / research / deep research；②请求需要跨多来源取证、多维度对比、交叉验证才能给出可靠结论；③用户要求产出报告、白皮书、行业分析或尽调文档；④话题涉及最新政策/市场/产品/价格/法规，需要系统核查。无核验要求的简单常识问答不使用。模糊或宽泛的"研究/了解一下 X"也优先触发。仅不用于：一句话摘要、已给定单一来源的整理、纯文字润色改写。
skills/sn-deep-research/SKILL.md on GitHub (opens in a new tab) -
sn-deepresearch-cli
一键启用 SenseNova-Skills-DeepResearch，用于行业与市场研究、竞品分析、政策或技术调研、商业尽调、趋势分析、方案对比、事实核查，以及研究报告、白皮书等交付场景。用户提出深度研究、调研、调查、尽调、research/deepresearch，或任务需要跨来源取证、多维度比较和交叉验证时主动使用；Skill 会完成环境检查、SenseNova-Skills-DeepResearch 安装或升级、Harness 与 Search/Camofox 准备、参数确认、研究启动和 Web 进度提示。简单常识问答、单一来源整理和纯文字润色不使用。
skills/sn-deepresearch-cli/SKILL.md on GitHub (opens in a new tab) -
sn-image-base
Base-layer skill for the SenseNova-Skills project, providing low-level APIs for image generation, recognition (VLM), and text optimization (LLM). This skill does not preprocess inputs; it only calls backend services and returns results. This skill is not user-facing and is intended for upper-layer skills only.
skills/sn-image-base/SKILL.md on GitHub (opens in a new tab) -
sn-image-doctor
Environment diagnostic skill for SenseNova-Skills project. Checks that sn-image-base is properly installed and configured, validates dependencies and environment variables. Prompts user to configure missing required variables and saves them to .env file. After configuration, reloads environment and suggests agent restart if needed.
skills/sn-image-doctor/SKILL.md on GitHub (opens in a new tab) -
sn-image-imitate
Generates a new image that imitates the style of a reference image while updating content based on user intent. Uses a three-stage pipeline: image annotation (long caption), caption rewriting, and image generation. Use when user asks to "imitate style", "保持这个风格重画", "按这张图风格生成", or "style transfer with new content".
skills/sn-image-imitate/SKILL.md on GitHub (opens in a new tab) -
sn-image-resume
Generates a designed portfolio-resume image from resume content provided in conversation text. Extracts optional style instructions, converts the resume into a fixed portfolio-resume layout prompt, and generates the final image through sn-image-base. Use when user asks to create "resume image", "portfolio resume", "简历图", "简历海报", or "个人简历视觉设计".
skills/sn-image-resume/SKILL.md on GitHub (opens in a new tab) -
sn-infographic
Generates professional infographics with various layout types and visual styles. Analyzes content, recommends layout and style, and generates publication-ready infographics. Use when user asks to create "infographic", "信息图", "visual summary", or "可视化".
skills/sn-infographic/SKILL.md on GitHub (opens in a new tab) -
sn-md-to-html-report
将 Markdown 报告、研究笔记、行业分析、战略备忘录、技术白皮书、复盘、周报等长文档，重组并创作为有编辑判断、网页美感和证据秩序的自包含 HTML 专题页。用户要求“转成 HTML”“网页化报告”“美化报告”“做成专题页”“便于分享”“提升可读性/设计感”“把报告做成网页”时使用。必须先写 plan.md 再写 HTML，保留原文事实断言和结论强度，不套模板，不做机械 Markdown 转换。
skills/sn-md-to-html-report/SKILL.md on GitHub (opens in a new tab) -
sn-motion-html
Build continuous-shot motion-driven HTML stories from a subject or narrative, including research, story structure, consistent AI stills, Seedance scene and connector clips, interface styling, media normalization, and browser QA. Use for immersive journeys, timelines, product stories, fictional worlds, or other scene-based visual narratives whose camera should flow from beginning to end; not for o…
skills/sn-motion-html/SKILL.md on GitHub (opens in a new tab) -
sn-ppt-creative
Use when a prepared PPT task with a current outline.md should be generated as an image-first presentation with one 16:9 image per slide and optional PPTX packaging.
skills/sn-ppt-creative/SKILL.md on GitHub (opens in a new tab) -
sn-ppt-dazzle
需要把演示 / 幻灯片 / PPT / slides 做成单文件 HTML 动态 deck（动效、跨页过渡、键盘翻页、1280×720）时使用。本 skill 非入口：使用前必须先确认 sn-ppt-entry 与 sn-ppt-story 两个前置 skill 可用，依次执行 entry（建 DECK_DIR / task_pack.json）→ story（生成 outline.md）完成后才可开始；前置缺失或未完成时停止并回报，严禁绕过（如改用生图+手写 HTML 等方式）。
skills/sn-ppt-dazzle/SKILL.md on GitHub (opens in a new tab) -
sn-ppt-doctor
Use when diagnosing PPT Skill setup or failures involving source parsing, Playwright or Chromium rendering, HTML-to-PPTX export, Workbench startup, or bundled search and image-tool configuration.
skills/sn-ppt-doctor/SKILL.md on GitHub (opens in a new tab) -
sn-ppt-entry
Use when a user asks to create a presentation, slide deck, PPT, or PPTX from a query and optional files, or to resume an existing SenseNova presentation task.
skills/sn-ppt-entry/SKILL.md on GitHub (opens in a new tab) -
sn-ppt-standard
仅在 `sn-ppt-entry` 与 `sn-ppt-story` 已准备绝对 `DECK_DIR` 和 `outline.md` 后使用；生成每页独立 HTML（1600×900）、渲染 PNG、逐页讲稿、`present.html`，并按 `static_postprocess` 选择生成由 Standard 自有 exporter 转换的 PPTX。**`present.html` 始终是必交付产物，缺失即技术故障，不得交付；`static_postprocess` 含 `pptx` 时 PPTX 同为必交付产物（缺一即技术故障），且只能由 Standard 自有 exporter 生成；仅当用户明确要求只要 HTML（`static_postprocess` 为 `[]`）时，PPTX 才可不交付。**
skills/sn-ppt-standard/SKILL.md on GitHub (opens in a new tab) -
sn-ppt-story
当前 PPT 任务已由 sn-ppt-entry 建好 DECK_DIR（task_pack.json 与 info_pack.json 已写入）后，必须由本 skill 将 query、全部用户材料与已完成 Research 编排为唯一可编辑的 outline.md 时使用。本 skill 是 entry → 出口（standard / dazzle / creative）之间的强制中间环节：不允许执行 Agent 跳过本 skill 直接依据 task_pack / info_pack 即兴编写大纲，不允许出口 skill 代写或改写大纲；前置产物缺失时停止并返回 sn-ppt-entry 补齐，不得自行补做研究。
skills/sn-ppt-story/SKILL.md on GitHub (opens in a new tab) -
sn-ppt-tools
Use when another PPT Skill needs web search, image search or download, or image generation and the host Agent's equivalent native capability is absent or has failed.
skills/sn-ppt-tools/SKILL.md on GitHub (opens in a new tab) -
sn-ppt-workbench
Use when the user asks to open, preview, inspect, or visually edit an existing SenseNova HTML presentation in the PPT Workbench, using an explicit deck_dir or the latest deck in the current workspace.
skills/sn-ppt-workbench/SKILL.md on GitHub (opens in a new tab) -
sn-prepare-citations
用于终稿完成且脚注需要后处理时：去重 [^key] 引用，转换为 [N] 编号，并追加参考文献。
skills/sn-prepare-citations/SKILL.md on GitHub (opens in a new tab) -
sn-proactive-agent
安装、启动和使用 Proactive Agent，记录项目进展并在合适时机提醒下一步。
skills/sn-proactive-agent/SKILL.md on GitHub (opens in a new tab) -
sn-report-format-discovery
用于用户希望推荐研究成品形式，或最终形式无法从需求中直接判断时。把需求解析为一个简短的 format 字符串，不创建格式文件或 schema。
skills/sn-report-format-discovery/SKILL.md on GitHub (opens in a new tab) -
sn-research-report
用于撰写或组织研究报告结构。按读者认知任务（全景/对比/调查/时序）和领域惯例（学术/医疗/法律/政策）选择报告模板。
skills/sn-research-report/SKILL.md on GitHub (opens in a new tab) -
sn-search-academic
用于学术调研、论文精读、相关工作梳理、百科知识查询和引用链追溯。
skills/sn-search-academic/SKILL.md on GitHub (opens in a new tab) -
sn-search-code
用于查找代码示例、开源项目、GitHub Issue、技术问答、开发者讨论、HuggingFace 模型/数据集/Space。
skills/sn-search-code/SKILL.md on GitHub (opens in a new tab) -
sn-search-finance
用于搜索金融市场、证券、上市公司基本面、价格、K 线、披露文件、财经新闻、A 股数据、港股或全球 ticker，可使用 yfinance、mootdx、API 脚本或 browser-use。
skills/sn-search-finance/SKILL.md on GitHub (opens in a new tab) -
sn-search-image
USE FOR Google-backed image discovery via Serper.dev. Returns image URLs, page URLs, titles, and source domains.
skills/sn-search-image/SKILL.md on GitHub (opens in a new tab) -
sn-search-market-cn
Use when researching China market, industry, macro, trade, procurement, listed-company disclosure, regulation, IP, healthcare, logistics, energy, environment, or industrial-operation information using free official sources with no registration, no API key, and no cryptocurrency data.
skills/sn-search-market-cn/SKILL.md on GitHub (opens in a new tab)
No skill matches that filter.
Review before you install
A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.
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