RRepoGEO

REPOGEO REPORT · LITE

SkyworkAI/Skywork

Default branch main · commit 9c0d593e · scanned 6/29/2026, 7:32:54 PM

GitHub: 1,494 stars · 148 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
28 /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
2 / 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 SkyworkAI/Skywork, 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
    Emphasize commercial use and clarify license terms in the README introduction

    Why:

    COPY-PASTE FIX
    Add the following sentence prominently near the top of the README, e.g., right after the initial links and before the 'Project Introduction': "Skywork models are open-source and available for commercial use under the terms specified in the LICENSE file, which outlines our agreement for usage."
  • hightopics#2
    Expand repository topics for better categorization

    Why:

    CURRENT
    llm
    COPY-PASTE FIX
    llm, large-language-model, chinese-llm, multilingual-llm, chat-model, math-model, commercial-use, deep-learning, nlp, ai-models
  • mediumhomepage#3
    Add the project's tech report as the homepage URL

    Why:

    COPY-PASTE FIX
    http://arxiv.org/abs/2310.19341

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 SkyworkAI/Skywork
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Qwen-7B-Chat / Qwen-14B-Chat / Qwen-72B-Chat
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Qwen-7B-Chat / Qwen-14B-Chat / Qwen-72B-Chat · recommended 1×
  2. Baichuan2-7B-Chat / Baichuan2-13B-Chat · recommended 1×
  3. ChatGLM3-6B / ChatGLM3-6B-32K · recommended 1×
  4. Yi-6B-Chat / Yi-34B-Chat · recommended 1×
  5. Llama-2-7B-Chat / Llama-2-13B-Chat / Llama-2-70B-Chat · recommended 1×
  • CATEGORY QUERY
    What are good open-source large language models for applications requiring Chinese and English support?
    you: not recommended
    AI recommended (in order):
    1. Qwen-7B-Chat / Qwen-14B-Chat / Qwen-72B-Chat
    2. Baichuan2-7B-Chat / Baichuan2-13B-Chat
    3. ChatGLM3-6B / ChatGLM3-6B-32K
    4. Yi-6B-Chat / Yi-34B-Chat
    5. Llama-2-7B-Chat / Llama-2-13B-Chat / Llama-2-70B-Chat

    AI recommended 5 alternatives but never named SkyworkAI/Skywork. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an open-source LLM suitable for commercial use on consumer GPUs, including chat and math capabilities.
    you: not recommended
    AI recommended (in order):
    1. Llama 3 8B Instruct
    2. Mistral 7B Instruct v0.2
    3. Gemma 7B Instruct
    4. Phi-3-mini-4k-instruct
    5. Zephyr-7B-beta
    6. OpenHermes-2.5-Mistral-7B

    AI recommended 6 alternatives but never named SkyworkAI/Skywork. 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 SkyworkAI/Skywork?
    pass
    AI did not name SkyworkAI/Skywork — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts SkyworkAI/Skywork in production, what risks or prerequisites should they evaluate first?
    pass
    AI named SkyworkAI/Skywork 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 SkyworkAI/Skywork solve, and who is the primary audience?
    pass
    AI named SkyworkAI/Skywork explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

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MARKDOWN (README)
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SkyworkAI/Skywork — 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