RRepoGEO

REPOGEO REPORT · LITE

wasabeef/claude-code-cookbook

Default branch main · commit d4a413b7 · scanned 6/20/2026, 12:51:55 PM

GitHub: 1,106 stars · 112 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
22 /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
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 wasabeef/claude-code-cookbook, 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 sentence to clarify its role as a plugin system

    Why:

    CURRENT
    A collection of commands, roles, and automation scripts for Claude Code.
    COPY-PASTE FIX
    A plugin system that extends Claude Code with custom commands, expert roles, and automated hooks, transforming it into a powerful, personalized AI coding assistant.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with the text of a common open-source license like MIT or Apache-2.0, or the license(s) you intend to use.
  • mediumhomepage#3
    Set the repository's homepage URL in the GitHub 'About' section

    Why:

    COPY-PASTE FIX
    Set the repository's 'Homepage' URL in the GitHub 'About' section to `https://github.com/wasabeef/claude-code-cookbook`.

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 wasabeef/claude-code-cookbook
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
JetBrains AI Assistant
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. JetBrains AI Assistant · recommended 2×
  2. Cursor · recommended 2×
  3. GitHub Copilot · recommended 1×
  4. Tabnine · recommended 1×
  5. CodeWhisperer · recommended 1×
  • CATEGORY QUERY
    How to automate common development tasks using an AI coding assistant?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Tabnine
    3. JetBrains AI Assistant
    4. CodeWhisperer
    5. Google Gemini
    6. Cursor

    AI recommended 6 alternatives but never named wasabeef/claude-code-cookbook. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools customize AI coding assistant behavior with commands, roles, or hooks?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Continue (continue-team/continue)
    3. OpenAI API
    4. Anthropic's Claude
    5. Google's Gemini
    6. CodeGPT (carlos-aguilar-l/CodeGPT)
    7. GitHub Copilot Labs
    8. JetBrains AI Assistant

    AI recommended 8 alternatives but never named wasabeef/claude-code-cookbook. 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 wasabeef/claude-code-cookbook?
    pass
    AI did not name wasabeef/claude-code-cookbook — 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 wasabeef/claude-code-cookbook in production, what risks or prerequisites should they evaluate first?
    pass
    AI named wasabeef/claude-code-cookbook 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 wasabeef/claude-code-cookbook solve, and who is the primary audience?
    pass
    AI did not name wasabeef/claude-code-cookbook — 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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wasabeef/claude-code-cookbook — 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