SenseNova-Skills

Editor Review

Office work is split into skills you can call separately, not one chat box that claims to do everything. Slide generation first collects audience, length, and mode, passes through an editable outline, then takes a standard paged path, a motion page, or a full-image creative path, and keeps a previewable web deck. Spreadsheet analysis cleans multiple tables, aggregates across them, and exports. Very large sheets are converted to a columnar file before calculation. Deep research searches by dimension, reconciles conflicting figures, and writes a report with citations. Infographics score the prompt, choose a layout, then generate and review in rounds. It fits analysts and content teams who want reports, slides, and tables handled by an agent and are willing to configure the runtime.

AI Tools Navigator Editorial TeamUpdated: 2026-10-09

What is SenseNova-Skills

SenseNova-Skills is an office skill library open-sourced by OpenSenseNova. Each skill lives in its own directory and declares triggers, limits, and execution in a skill file under the Agent Skills convention. Coverage includes infographics, slide decks, spreadsheet analysis, deep research, web stories, team collaboration, and proactive project tracking. Skills can run alone or be composed from data to a report to slides. The recommended runtimes are OpenClaw and Hermes Agent, with the SenseNova platform API. The China endpoint documents a free token allowance. If you do not want to host the stack, Xiaohuanxiong is described as a way to try the office capabilities. The repository uses the MIT license.

SenseNova-Skills Key Features

Infographic and image skills

Infographics score the prompt, choose layout and style, generate in rounds, and rank the results. Style imitation and resume images sit on top of the shared image tools.

Three slide-deck paths

Collect audience, length, and mode, write one editable outline, then follow a standard paged deck, a motion web deck, or a full-image creative deck, with export or browser preview.

Spreadsheet and large-file analysis

Orchestrates multi-sheet reading, cleaning, filtering, cross-sheet aggregation, and export. Very large sheets switch to streaming reads and a columnar file.

Deep research and citations

Runs research by depth, cross-checks sources, rewrites the report, and turns footnotes into numbered citations plus a reference list.

Collaboration and project tracking

The team skill shares projects and work items between people and a local agent. The tracking skill records long-running items and continues in the original session after a suggestion is accepted.

SenseNova-Skills Key Advantages

Slide generation must pass through an editable outline before it is routed to a standard, motion, or full-image path

The spreadsheet skill can stack many monthly workbooks into one table and switch large files to a columnar format

Deep research lists dimensions, reconciles conflicting figures, and turns footnotes into a reference list

Infographic, slide, and spreadsheet skills can be called alone or composed the way the repository examples do

SenseNova-Skills Use Cases

Go from a spreadsheet to a deck

An analyst cleans a pricing or performance workbook, then passes the findings through deep research and the slide skills to build an outline and export a deck.

Write a traceable research report

Given an industry topic, the skill lists research dimensions, searches each one, reconciles conflicting figures, and writes a cited report plus a web version.

Track a long-running project

A teammate records items and events, reviews the next suggestion in the web workbench, and continues in the original Hermes session after accepting it.

Frequently Asked Questions

▶How can I try it without hosting the stack?

The repository says the latest models and office skills are integrated into Xiaohuanxiong, with a free trial if you do not want to configure keys. Self-hosting recommends OpenClaw or Hermes Agent, copying skills into the host directory and often restarting. The China endpoint documents a free allowance. Third-party demos are outside official support.

▶Can slide generation skip the outline?

No. The entry skill collects role, audience, scene, length, and mode, and parses documents or text. The story skill must write the only editable outline and cannot be skipped. Only then does a standard, motion, or creative path start. The standard path also reviews pages and keeps a web deck you can edit.

▶Do the skills have to be used together?

No. Each skill has its own trigger and limit, so you can generate an infographic, analyze a workbook, or run research alone. Repository examples also show chaining analysis, research, and slides. A chain still needs each skill's inputs, such as an outline for slides. Install into the OpenClaw or Hermes skills directory.

SenseNova-Skills

Editor Review

What is SenseNova-Skills

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