RRepoGEO

REPOGEO REPORT · LITE

centminmod/my-claude-code-setup

Default branch master · commit 9647bc59 · scanned 5/25/2026, 4:40:10 PM

GitHub: 2,354 stars · 223 forks

AI VISIBILITY SCORE
33 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 centminmod/my-claude-code-setup, 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
  • mediumtopics#1
    Expand topics to include broader AI-related terms

    Why:

    CURRENT
    claude, claude-ai, claude-code, claudecode-config, claudecode-hooks, claudecode-subagents, subagents
    COPY-PASTE FIX
    claude, claude-ai, claude-code, claudecode-config, claudecode-hooks, claudecode-subagents, subagents, prompt-engineering, ai-memory, agent-configuration, ai-templates, coding-assistant
  • lowreadme#2
    Add a dedicated 'What is this?' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section titled "## What is This Project?" or "## Why Use This?" immediately after the initial introductory sentence and before the "Alternate Read Me Guides" section, explaining the core problem it solves and its benefits for Claude Code users.

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 centminmod/my-claude-code-setup
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
facebookresearch/hydra
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. facebookresearch/hydra · recommended 1×
  2. pydantic/pydantic · recommended 1×
  3. bwolf/ConfigArgParse · recommended 1×
  4. YAML · recommended 1×
  5. yaml/pyyaml · recommended 1×
  • CATEGORY QUERY
    How can I set up a robust configuration for my AI coding assistant projects?
    you: not recommended
    AI recommended (in order):
    1. Hydra (facebookresearch/hydra)
    2. Pydantic Settings (pydantic/pydantic)
    3. ConfigArgParse (bwolf/ConfigArgParse)
    4. YAML
    5. PyYAML (yaml/pyyaml)
    6. ruamel.yaml (yaml/ruamel.yaml)
    7. python-dotenv (theskumar/python-dotenv)
    8. TOML
    9. toml (uiri/toml)
    10. tomllib
    11. tomli (hukkin/tomli)
    12. JSON
    13. json

    AI recommended 13 alternatives but never named centminmod/my-claude-code-setup. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good templates for managing AI prompt memory and subagent interactions?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Microsoft Guidance
    4. Haystack
    5. AutoGPT
    6. BabyAGI
    7. Pydantic
    8. Semantic Kernel

    AI recommended 8 alternatives but never named centminmod/my-claude-code-setup. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 centminmod/my-claude-code-setup?
    pass
    AI named centminmod/my-claude-code-setup explicitly

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

  • If a team adopts centminmod/my-claude-code-setup in production, what risks or prerequisites should they evaluate first?
    pass
    AI named centminmod/my-claude-code-setup 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 centminmod/my-claude-code-setup solve, and who is the primary audience?
    pass
    AI did not name centminmod/my-claude-code-setup — 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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  • Brand-free category queries5 vs 2 in Lite
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