RRepoGEO

REPOGEO REPORT · LITE

ChrisWiles/claude-code-showcase

Default branch main · commit a95518f0 · scanned 5/25/2026, 6:27:40 PM

GitHub: 5,920 stars · 561 forks

AI VISIBILITY SCORE
17 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 ChrisWiles/claude-code-showcase, 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 for AI coding assistant configuration

    Why:

    COPY-PASTE FIX
    claude-code, ai-coding-assistant, llm-agents, code-generation, github-actions, code-quality, developer-tools, anthropic-claude
  • highreadme#2
    Clarify README's opening to emphasize example configuration

    Why:

    CURRENT
    > Most software engineers are seriously sleeping on how good LLM agents are right now, especially something like Claude Code. Once you've got Claude Code set up, you can point it at your codebase, have it learn your conventions, pull in best practices, and refine everything until it's basically operating like a super-powered teammate. **The real unlock is building a solid set of reusable "[skills](#skillsdomain-knowledge)" plus a few "[agents](#agentsspecialized-assistants)" for the stuff you do all the time.**
    COPY-PASTE FIX
    > This repository is a comprehensive, practical example of how to configure Claude Code for advanced project-specific automation. It demonstrates building reusable "[skills](#skillsdomain-knowledge)" and "[agents](#agentsspecialized-assistants)" to customize Claude Code for tasks like automated code quality, formatting, testing, and deep code review, making it operate like a super-powered teammate.
  • mediumlicense#3
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a LICENSE file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).

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 ChrisWiles/claude-code-showcase
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 2×
  2. LlamaIndex · recommended 1×
  3. LangChain · recommended 1×
  4. Pinecone · recommended 1×
  5. Weaviate · recommended 1×
  • CATEGORY QUERY
    How can I customize an AI coding assistant with project-specific skills and conventions?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. LlamaIndex
    3. LangChain
    4. Pinecone
    5. Weaviate
    6. ChromaDB
    7. Azure OpenAI Service
    8. Azure AI Search
    9. Azure Cognitive Search
    10. Hugging Face Transformers
    11. Code Llama
    12. StarCoder
    13. Phind-CodeLlama
    14. peft
    15. LoRA
    16. Anthropic
    17. Hugging Face
    18. GitHub Copilot Enterprise
    19. Google Gemini

    AI recommended 19 alternatives but never named ChrisWiles/claude-code-showcase. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to integrate AI agents for automated code quality, formatting, and testing workflows?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. GitHub Actions
    3. DeepSource
    4. SonarQube
    5. SonarLint
    6. SonarCloud
    7. Codiga
    8. CodeClimate
    9. OpenAI API
    10. CodiumAI

    AI recommended 10 alternatives but never named ChrisWiles/claude-code-showcase. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 ChrisWiles/claude-code-showcase?
    pass
    AI did not name ChrisWiles/claude-code-showcase — 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 ChrisWiles/claude-code-showcase in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name ChrisWiles/claude-code-showcase — 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?

  • In one sentence, what problem does the repo ChrisWiles/claude-code-showcase solve, and who is the primary audience?
    pass
    AI named ChrisWiles/claude-code-showcase explicitly

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

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ChrisWiles/claude-code-showcase — 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