RRepoGEO

REPOGEO REPORT · LITE

Ttungx/codex_auto_register

Default branch main · commit 90490e72 · scanned 6/26/2026, 10:08:22 AM

GitHub: 1,015 stars · 362 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)

3 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 Ttungx/codex_auto_register, 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 the README's opening to clarify its research value despite deprecation

    Why:

    CURRENT
    <p><strong style="color:red;">⚠ 🚨 [DEPRECATED] V1 is no longer maintained due to API changes. <p>🔥 V2 (Working & Undetected) is currently closed-source and exclusively available in our community. <p>👉 Join our TG/Discord (HNUDAO Dev) to get API access: <a href="https://t.me/+inDiCrZ6ZeZiODQx">https://t.me/+inDiCrZ6ZeZiODQx</a></strong></p>

# codex_auto_register
    COPY-PASTE FIX
    # codex_auto_register: A Research Tool for AI Interface Authentication

[English](README_EN.md) | 简体中文

This repository (V1) serves as a historical and research tool for automated OAuth authorization and high-concurrency AI interface authentication mechanisms, specifically using the DuckMail API. It was developed by the HNU Blockchain Association.

<p><strong style="color:red;">⚠ 🚨 [DEPRECATED] V1 is no longer maintained due to API changes. <p>🔥 V2 (Working & Undetected) is currently closed-source and exclusively available in our community. <p>👉 Join our TG/Discord (HNUDAO Dev) to get API access: <a href="https://t.me/+inDiCrZ6ZeZiODQx">https://t.me/+inDiCrZ6ZeZiODQx</a></strong></p>
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root containing the full text of the intended open-source license (e.g., MIT, Apache-2.0, or a custom license if applicable).
  • mediumabout#3
    Update the repository description and topics for clarity

    Why:

    CURRENT
    Description: Codex Register
Topics: chatgpt, codex, codex-cli, codex-free
    COPY-PASTE FIX
    Description: "Research tool for automated OAuth and authentication mechanisms for AI services using temporary emails (DuckMail API)."
Topics: `ai-authentication`, `oauth-automation`, `temporary-email`, `duckmail-api`, `ai-research`, `codex-api`, `cli-proxy-auth`

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 Ttungx/codex_auto_register
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Mailinator
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Mailinator · recommended 1×
  2. Guerrilla Mail API · recommended 1×
  3. Temp Mail (temp-mail.org) API · recommended 1×
  4. microsoft/playwright · recommended 1×
  5. puppeteer/puppeteer · recommended 1×
  • CATEGORY QUERY
    How to automate account creation and OAuth for AI services using temporary emails?
    you: not recommended
    AI recommended (in order):
    1. Mailinator
    2. Guerrilla Mail API
    3. Temp Mail (temp-mail.org) API
    4. Playwright (microsoft/playwright)
    5. Puppeteer (puppeteer/puppeteer)
    6. Selenium WebDriver (SeleniumHQ/selenium)
    7. Requests (Python) (psf/requests)
    8. Axios (JavaScript/Node.js) (axios/axios)
    9. HttpClient (C#/.NET)
    10. Authlib (Python) (lepture/authlib)
    11. Passport.js (Node.js) (jaredhanson/passport)

    AI recommended 11 alternatives but never named Ttungx/codex_auto_register. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help generate authentication files for AI command-line interface proxies?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud SDK
    2. AWS CLI
    3. Azure CLI
    4. OpenSSL
    5. jq
    6. yq
    7. dotenv
    8. htpasswd

    AI recommended 8 alternatives but never named Ttungx/codex_auto_register. 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 Ttungx/codex_auto_register?
    pass
    AI named Ttungx/codex_auto_register explicitly

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

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