RRepoGEO

REPOGEO REPORT · LITE

hitmux/HitCC

Default branch main · commit 6a0c34ea · scanned 6/9/2026, 2:48:03 AM

GitHub: 679 stars · 241 forks

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 hitmux/HitCC, 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
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    reverse-engineering, nodejs, cli, documentation, claude-code, ai-code-generation, anthropic
  • highabout#2
    Refine the 'About' description for clarity and keywords

    Why:

    CURRENT
    Complete reverse-engineering documentation of the full logic of Claude Code CLI Node.js version v2.1.84
    COPY-PASTE FIX
    Detailed reverse-engineering documentation of the full logic of Anthropic's Claude Code CLI (Node.js v2.1.84), a generative AI code assistant, for learning and building alternatives.
  • mediumreadme#3
    Add a 'License' section to the README

    Why:

    COPY-PASTE FIX
    ## License
This project includes a LICENSE file. Please refer to it for the specific terms and conditions governing the use and distribution of this documentation. It is not a standard SPDX license.

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 hitmux/HitCC
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
VS Code
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. VS Code · recommended 1×
  2. npm link · recommended 1×
  3. yarn link · recommended 1×
  4. strace · recommended 1×
  5. Process Monitor · recommended 1×
  • CATEGORY QUERY
    How to reverse engineer a Node.js CLI tool's logic for building an alternative?
    you: not recommended
    AI recommended (in order):
    1. VS Code
    2. npm link
    3. yarn link
    4. strace
    5. Process Monitor
    6. Chrome DevTools
    7. AST Explorer
    8. Babel
    9. TypeScript
    10. js-beautify

    AI recommended 10 alternatives but never named hitmux/HitCC. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find detailed architectural documentation for an AI code generation CLI?
    you: not recommended
    AI recommended (in order):
    1. Copilot.vim (github/copilot.vim)
    2. GitHub Copilot
    3. Tabnine
    4. Replit Ghostwriter
    5. Codex
    6. AlphaCode
    7. OpenAI Blog
    8. Google AI Blog
    9. Microsoft Research Blog
    10. Stack Overflow
    11. Reddit
    12. r/MachineLearning
    13. r/programming

    AI recommended 13 alternatives but never named hitmux/HitCC. 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 hitmux/HitCC?
    pass
    AI named hitmux/HitCC explicitly

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

  • If a team adopts hitmux/HitCC in production, what risks or prerequisites should they evaluate first?
    pass
    AI named hitmux/HitCC 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 hitmux/HitCC solve, and who is the primary audience?
    pass
    AI named hitmux/HitCC explicitly

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

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hitmux/HitCC — 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