SenseNova-Skills

SenseNova office skills: infographics, slide decks, Excel analysis and deep research for Agent Skills runtimes

SkillMedium risk

opensensenova/sensenova-skills

Install

git clone https://github.com/OpenSenseNova/SenseNova-Skills.git --depth=1
mkdir -p ~/.openclaw/skills
cp -r SenseNova-Skills/skills/* ~/.openclaw/skills/

For hermes-agent use ~/.hermes/skills/ instead. Restart the agent after copying.

This is third-party code. Review the repository files before installing.

What it does

The repository holds Agent Skills-format skills in tiers: base tools for image generation, editing and recognition, and scenario skills on top. Scenarios generate infographics with layout and style selection and vision model review, build slide decks in fast, standard and creative modes with PPTX export, and analyse large Excel tables with Parquet conversion. There is also a deep research orchestrator with report writing and citation rendering, plus team collaboration skills.

Who it is for. For people building an office AI assistant on OpenClaw or hermes-agent who are willing to use SenseNova models.

Good fit when

  • You need an infographic or deck from a report
  • You need to analyse a large Excel file and export results
  • You need a research report with sources

Not a fit when

  • You cannot get a SenseNova API key
  • You work in Claude Code or Cursor and do not want to adapt the skills

Example request

Make a vertical infographic from this quarterly report

Limitations

The skills target OpenClaw and hermes-agent with SenseNova models via an OpenAI-compatible API, so you need a platform key for the international or mainland China region. Some scenarios require Python dependencies, Node.js and third-party keys such as image search. Access from Russia without VPN is unverified. The README promotes the commercial Raccoon product.

How to disable. Remove the sn-* folders from ~/.openclaw/skills/ or ~/.hermes/skills/ and restart the agent.

Security check

  • Runs Python scripts and calls external APIs
  • Sends document contents to cloud models

README in short

The README recommends running the skills in OpenClaw or hermes-agent with the SenseNova API and points to a detailed INSTALL.md. You can let the agent install them or copy folders from skills manually. The skills are then listed by section: images, slide decks, data analysis, deep research, HTML and teamwork, each with its own guide.

SKILL.md

---
name: sn-infographic
description: |
  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".
metadata:
  project: SenseNova-Skills
  tier: 1
  category: scene
  priority: 9
  user_visible: true
triggers:
  - "infographic"
  - "information graphic"
  - "infographics generation"
  - "visual summary"
  - "data visualization"
  - "visual explanation"
  - "diagram"
---

# sn-infographic

Info graphic generation scene skill (tier 1), relying on the `sn-image-generate`, `sn-image-recognize`, and `sn-text-optimize` tools provided by `sn-image-base` (tier 0).

Features:

- Evaluation of prompt quality (auto mode)
- Prompt expansion (force/auto mode)
- Multiple rounds of image generation and VLM review
- Output the best result based on quality ranking

FAQ

Can I use another model instead of SenseNova?

The README recommends SenseNova and the image base tools call its API, so switching needs rework.

How do I check the environment?

The sn-image-doctor and sn-ppt-doctor skills check dependencies and fill missing variables into .env.

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