REPOGEO REPORT · LITE

OpenSenseNova/SenseNova-Skills

Default branch main · commit c564c9de · scanned 6/17/2026, 5:13:05 PM

GitHub: 4,557 stars · 310 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE

35 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 1 warn · 0 fail

Objective metadata checks

AI knows your name

3 / 3

Direct prompts that named your repo

HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface OpenSenseNova/SenseNova-Skills, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION

highreadme#1

Reposition README opening to emphasize AI agent office automation skills

Why:

CURRENT

The SenseNova model family plugs directly into agent runtimes such as OpenClaw and hermes-agent, with the skills in this repository extending the models with concrete, end-to-end office capabilities.

COPY-PASTE FIX

SenseNova-Skills offers a modular collection of AI agent skills, extending SenseNova models with concrete, end-to-end office capabilities for automation and productivity. These skills, covering image generation, slide-deck creation, Excel data analysis, and deep research, plug directly into agent runtimes like OpenClaw and hermes-agent.

highhomepage#2
Add a homepage URL to the repository's About section
Why:
COPY-PASTE FIX
```
https://platform.sensenova.cn
```

mediumtopics#3

Add more specific topics to reinforce AI agent skills and office productivity

Why:

CURRENT

agent, agent-skills, ai-agents, ai-assistant, data-analysis, document-processing, office-automation, presentation-slides

COPY-PASTE FIX

agent, agent-skills, ai-agents, ai-assistant, data-analysis, document-processing, office-automation, presentation-slides, llm-agents, ai-productivity, skill-framework

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall

0 / 2

0% of queries surface OpenSenseNova/SenseNova-Skills

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Microsoft Power Automate

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Microsoft Power Automate · recommended 1×
Zapier · recommended 1×
UiPath · recommended 1×
Google Workspace Add-ons / Apps Script · recommended 1×
Make · recommended 1×

CATEGORY QUERY
How can I integrate AI capabilities to automate office tasks and enhance productivity workflows?
you: not recommended
AI recommended (in order):
1. Microsoft Power Automate
2. Zapier
3. UiPath
4. Google Workspace Add-ons / Apps Script
5. Make
6. Airtable
7. OpenAI API / Azure OpenAI Service
AI recommended 7 alternatives but never named OpenSenseNova/SenseNova-Skills. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What tools are available for AI agents to generate presentations or perform Excel data analysis?
you: not recommended
AI recommended (in order):
1. Advanced Data Analysis
2. Microsoft Power BI
3. Google Sheets API
4. Google Apps Script
5. Pandas
6. Tome
7. Gamma
8. Beautiful.ai
AI recommended 8 alternatives but never named OpenSenseNova/SenseNova-Skills. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
warn
Suggestion:
README presence
pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

Compared to common alternatives in this category, what is the core differentiator of OpenSenseNova/SenseNova-Skills?
pass
AI named OpenSenseNova/SenseNova-Skills explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts OpenSenseNova/SenseNova-Skills in production, what risks or prerequisites should they evaluate first?
pass
AI named OpenSenseNova/SenseNova-Skills explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
In one sentence, what problem does the repo OpenSenseNova/SenseNova-Skills solve, and who is the primary audience?
pass
AI named OpenSenseNova/SenseNova-Skills explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of OpenSenseNova/SenseNova-Skills. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)

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OpenSenseNova/SenseNova-Skills — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite