RRepoGEO

REPOGEO REPORT · LITE

pasky/chrome-cdp-skill

Default branch main · commit 1fd55c77 · scanned 5/21/2026, 9:58:03 AM

GitHub: 3,054 stars · 192 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 pasky/chrome-cdp-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
    Clarify general-purpose nature in README introduction

    Why:

    COPY-PASTE FIX
    Add a sentence to the README's introduction, perhaps after the first paragraph, like: 'While it includes a convenient "pi skill" integration, its core design is for any AI agent to connect to your live Chrome session, supporting agents like Amp, Claude Code, and Cursor.'
  • hightopics#2
    Add relevant topics to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-agent, chrome-devtools-protocol, browser-automation, live-browser, llm-tools, agent-tools, nodejs
  • mediumabout#3
    Refine About description to emphasize 'no new instance'

    Why:

    CURRENT
    Give your AI agent access to your live Chrome session — works out of the box, connects to tabs you already have open
    COPY-PASTE FIX
    Give your AI agent access to your live Chrome session — works out of the box, connects to tabs you already have open, without launching a new browser instance or requiring re-login.

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 pasky/chrome-cdp-skill
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Selenium WebDriver
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Selenium WebDriver · recommended 2×
  2. Puppeteer · recommended 1×
  3. Playwright · recommended 1×
  4. ChromeDriver · recommended 1×
  5. Chrome Extensions API · recommended 1×
  • CATEGORY QUERY
    How can my AI agent interact with my currently open browser tabs and logged-in state?
    you: not recommended
    AI recommended (in order):
    1. Puppeteer
    2. Playwright
    3. Selenium WebDriver
    4. ChromeDriver
    5. Chrome Extensions API
    6. Firefox WebExtensions API
    7. mitmproxy
    8. AutoHotkey
    9. PyAutoGUI

    AI recommended 9 alternatives but never named pasky/chrome-cdp-skill. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to automate browser without launching a new instance or requiring re-login for AI.
    you: not recommended
    AI recommended (in order):
    1. Puppeteer (puppeteer/puppeteer)
    2. Selenium WebDriver
    3. Playwright (microsoft/playwright)
    4. undetected-chromedriver (ultrafunkamsterdam/undetected-chromedriver)
    5. Browserless.io
    6. Apify

    AI recommended 6 alternatives but never named pasky/chrome-cdp-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 pasky/chrome-cdp-skill?
    pass
    AI named pasky/chrome-cdp-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 pasky/chrome-cdp-skill in production, what risks or prerequisites should they evaluate first?
    pass
    AI named pasky/chrome-cdp-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 pasky/chrome-cdp-skill solve, and who is the primary audience?
    pass
    AI named pasky/chrome-cdp-skill 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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pasky/chrome-cdp-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