RRepoGEO

REPOGEO REPORT · LITE

comeonzhj/Auto-Redbook-Skills

Default branch main · commit 6f06770f · scanned 6/23/2026, 4:48:01 AM

GitHub: 1,907 stars · 242 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
17 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 comeonzhj/Auto-Redbook-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
    Move core value proposition to top of README

    Why:

    CURRENT
    The core value proposition `> 自动撰写小红书笔记、生成多主题卡片、可选自动发布的 Skills` is currently buried under installation instructions in the README.
    COPY-PASTE FIX
    Place the following text directly after the H1 in your README:

```
## 📕 Auto-Redbook-Skills（已重构版）

> 自动撰写小红书笔记、生成多主题卡片、可选自动发布的 Skills，专为 AI Agent 设计。

### ⚠️ 使用此工具前情确保已悉知官方 3 月 10 日发布的公告
```
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    Add the following topics to your repository: `xiaohongshu`, `ai-agent`, `content-generation`, `social-media-automation`, `image-generation`, `python`, `javascript`
  • highlicense#3
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a LICENSE file (e.g., MIT, Apache-2.0, or GPL-3.0) in the repository root to clearly state the terms of use for your project.

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 comeonzhj/Auto-Redbook-Skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Canva
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Canva · recommended 2×
  2. Later · recommended 2×
  3. Adobe Express · recommended 2×
  4. Buffer · recommended 1×
  5. Midjourney · recommended 1×
  • CATEGORY QUERY
    How to automate social media content creation, image generation, and publishing for lifestyle platforms?
    you: not recommended
    AI recommended (in order):
    1. Canva
    2. Later
    3. Adobe Express
    4. Buffer
    5. Midjourney
    6. Hootsuite
    7. ChatGPT
    8. Google Gemini
    9. Creator Studio
    10. Meta Business Suite

    AI recommended 10 alternatives but never named comeonzhj/Auto-Redbook-Skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help generate visually appealing social media posts with customizable themes and auto-publishing?
    you: not recommended
    AI recommended (in order):
    1. Canva
    2. Adobe Express
    3. VistaCreate
    4. Buffer Publish
    5. Later
    6. Hootsuite Composer
    7. Tailwind Create

    AI recommended 7 alternatives but never named comeonzhj/Auto-Redbook-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
    fail

    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 comeonzhj/Auto-Redbook-Skills?
    pass
    AI did not name comeonzhj/Auto-Redbook-Skills — 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 comeonzhj/Auto-Redbook-Skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named comeonzhj/Auto-Redbook-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 comeonzhj/Auto-Redbook-Skills solve, and who is the primary audience?
    pass
    AI did not name comeonzhj/Auto-Redbook-Skills — 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?

Embed your GEO score

Drop this badge into the README of comeonzhj/Auto-Redbook-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.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/comeonzhj/Auto-Redbook-Skills.svg)](https://repogeo.com/en/r/comeonzhj/Auto-Redbook-Skills)
HTML
<a href="https://repogeo.com/en/r/comeonzhj/Auto-Redbook-Skills"><img src="https://repogeo.com/badge/comeonzhj/Auto-Redbook-Skills.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

comeonzhj/Auto-Redbook-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