RRepoGEO

REPOGEO REPORT · LITE

WhiteNightShadow/hello_js_reverse_skill

Default branch main · commit e5c3c109 · scanned 6/17/2026, 5:31:53 AM

GitHub: 701 stars · 146 forks

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 WhiteNightShadow/hello_js_reverse_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

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

OVERALL DIRECTION
  • highreadme#1
    Reposition the README's opening sentence to clearly state its advanced purpose

    Why:

    CURRENT
    面向 Web 逆向分析与接口签名还原场景的 Skill，围绕 `camoufox-reverse` MCP 构建单一工作流：
    COPY-PASTE FIX
    这是一个 AI 赋能的 JS 逆向工程 Skill，专注于 Web 逆向分析与接口签名还原，覆盖加密还原、混淆分析、动态Cookie、WASM逆向、协议对抗等全链路场景，并通过 Node.js 实现算法还原与模拟请求。它围绕 `camoufox-reverse` MCP 构建单一工作流：
  • mediumlicense#2
    Add a LICENSE file to clarify usage terms

    Why:

    COPY-PASTE FIX
    Create a LICENSE file (e.g., MIT, Apache-2.0, GPL-3.0) in the repository root to explicitly state the terms of use.

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 WhiteNightShadow/hello_js_reverse_skill
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Puppeteer
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Puppeteer · recommended 2×
  2. Playwright · recommended 2×
  3. Selenium WebDriver · recommended 1×
  4. DevTools · recommended 1×
  5. Burp Suite · recommended 1×
  • CATEGORY QUERY
    How to reverse engineer JavaScript obfuscation and anti-bot mechanisms for web scraping?
    you: not recommended
    AI recommended (in order):
    1. Puppeteer
    2. Playwright
    3. Selenium WebDriver
    4. DevTools
    5. Burp Suite
    6. OWASP ZAP
    7. JSNice
    8. JS-Beautify
    9. deobfuscate.io
    10. javascriptobfuscator.com
    11. Frida
    12. Bright Data
    13. Oxylabs
    14. Smartproxy

    AI recommended 14 alternatives but never named WhiteNightShadow/hello_js_reverse_skill. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tools for Node.js to analyze dynamic cookie generation and WebAssembly in web requests?
    you: not recommended
    AI recommended (in order):
    1. Puppeteer
    2. Playwright
    3. mitmproxy
    4. Node.js `http` / `https` modules
    5. Wasmtime
    6. Wasmer
    7. `wasm-objdump`
    8. `wasm2wat`

    AI recommended 8 alternatives but never named WhiteNightShadow/hello_js_reverse_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
    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 WhiteNightShadow/hello_js_reverse_skill?
    pass
    AI did not name WhiteNightShadow/hello_js_reverse_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?

  • If a team adopts WhiteNightShadow/hello_js_reverse_skill in production, what risks or prerequisites should they evaluate first?
    pass
    AI named WhiteNightShadow/hello_js_reverse_skill 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 WhiteNightShadow/hello_js_reverse_skill solve, and who is the primary audience?
    pass
    AI did not name WhiteNightShadow/hello_js_reverse_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?

Embed your GEO score

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WhiteNightShadow/hello_js_reverse_skill — 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