OpenSenseNova/SenseNova-Skills

Modular SenseNova skills for building AI-powered office assistants and productivity workflows

What it solves

SenseNova-Skills provides a suite of end-to-end office capabilities for AI agents, allowing them to perform complex professional tasks such as generating high-quality presentations, analyzing large Excel datasets, conducting deep web research, and creating structured infographics. It bridges the gap between general-purpose LLMs and concrete, production-ready office workflows.

How it works

The project follows the Agent Skills convention, where each capability is defined as a separate "skill" with its own triggers and execution flow. These skills are designed to be plugged into agent runtimes like OpenClaw or hermes-agent and paired with SenseNova model APIs.

Capabilities are organized into tiers:

  • Image & Visualization: Includes tools for text-to-image generation, image recognition, and a specialized infographic generator that uses VLM review and quality ranking to produce publication-ready visuals.
  • Presentations (PPT): A pipeline that converts briefs or documents into outlines, renders them as per-page HTML, and finally exports them as PPTX files.
  • Data Analysis (DA): Tools for multi-sheet Excel orchestration, handling large files via Parquet conversion, and extracting data from images/charts via OCR.
  • Deep Research: An orchestrator that uses dependency DAGs and evidence-informed content units to produce comprehensive research reports in Markdown or HTML.
  • Search: Aggregated interfaces for academic, developer, and social media searches across multiple platforms.

Who it’s for

Developers building AI agents for office productivity, enterprise users looking to automate research and reporting, and users of the SenseNova model family who want to extend their agent's capabilities with concrete tools.

Highlights

  • End-to-End Workflows: Can chain data analysis, deep research, and PPT generation into a single cohesive pipeline.
  • Infographic Generation: Specialized system for compressing complex data into structured, visual infographics.
  • Professional PPT Pipeline: Supports multiple modes (Fast, Standard, Creative) with VLM-based quality control and HTML-to-PPTX export.
  • High-Performance Data Handling: Optimized for large Excel files (10k+ rows) using streaming reads and memory optimization.
  • Broad Search Integration: Unified access to academic (ArXiv, PubMed), developer (GitHub, Stack Overflow), and social (Reddit, X) sources.