RRepoGEO

REPOGEO REPORT · LITE

Xiangyu-CAS/xiaohongshu-ops-skill

Default branch main · commit 5b0b80b7 · scanned 5/25/2026, 10:21:31 PM

GitHub: 1,768 stars · 199 forks

AI VISIBILITY SCORE
22 /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
1 / 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 Xiangyu-CAS/xiaohongshu-ops-skill, 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 H1/opening to clarify it's an automation tool

    Why:

    CURRENT
    # xiaohongshu-ops

小红书自动运营Skill，搭配Openclaw可以独立运营小红书账号，帮你分析、选题、创作、复盘、复刻
    COPY-PASTE FIX
    # xiaohongshu-ops: 小红书AI自动化运营助手 (Xiaohongshu AI Automation Operations Assistant)

这是一个基于Openclaw的AI自动化运营Skill，旨在帮助小红书创作者和运营者实现账号分析、选题、内容创作、发布、复盘和爆款复刻的全流程自动化。
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • mediumtopics#3
    Refine repository topics for better categorization

    Why:

    CURRENT
    openclaw, rednote, skills, social-media, xiaohongshu
    COPY-PASTE FIX
    xiaohongshu, social-media-automation, ai-assistant, content-creation, marketing-automation, openclaw

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 Xiangyu-CAS/xiaohongshu-ops-skill
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Kaishu (开售)
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Kaishu (开售) · recommended 1×
  2. Jingzhan (鲸湛) · recommended 1×
  3. Xiangshu (响数) · recommended 1×
  4. Weibo Assistant (微博助手) · recommended 1×
  5. Zapier · recommended 1×
  • CATEGORY QUERY
    How can I automate content creation and analysis for my Xiaohongshu social media account?
    you: not recommended
    AI recommended (in order):
    1. Kaishu (开售)
    2. Jingzhan (鲸湛)
    3. Xiangshu (响数)
    4. Weibo Assistant (微博助手)
    5. Zapier
    6. IFTTT
    7. ChatGPT/GPT-4

    AI recommended 7 alternatives but never named Xiangyu-CAS/xiaohongshu-ops-skill. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a tool to analyze social media post performance and replicate successful content strategies.
    you: not recommended
    AI recommended (in order):
    1. Sprout Social
    2. Brandwatch
    3. Hootsuite Analytics
    4. Buffer Analyze
    5. Later
    6. Iconosquare
    7. Keyhole

    AI recommended 7 alternatives but never named Xiangyu-CAS/xiaohongshu-ops-skill. 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 Xiangyu-CAS/xiaohongshu-ops-skill?
    pass
    AI named Xiangyu-CAS/xiaohongshu-ops-skill explicitly

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

  • If a team adopts Xiangyu-CAS/xiaohongshu-ops-skill in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name Xiangyu-CAS/xiaohongshu-ops-skill — 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?

  • In one sentence, what problem does the repo Xiangyu-CAS/xiaohongshu-ops-skill solve, and who is the primary audience?
    pass
    AI did not name Xiangyu-CAS/xiaohongshu-ops-skill — 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?

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Xiangyu-CAS/xiaohongshu-ops-skill — RepoGEO report