REPOGEO REPORT · LITE

TheDecipherist/claude-code-mastery

Default branch main · commit 0f05fa1a · scanned 6/2/2026, 1:12:50 AM

GitHub: 520 stars · 45 forks

AI VISIBILITY SCORE

27 /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

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 TheDecipherist/claude-code-mastery, 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 the repository's core identity

Why:

CURRENT

The current README starts with specific components (MDD, Starter Kit) and an 'Obsolete' warning, obscuring the repo's core identity as a 'complete guide' or 'methodology'.

COPY-PASTE FIX

Add a new opening sentence to the README, before any specific sections, that clearly states: "This repository is the definitive guide and production-ready starter kit for mastering Claude Code, offering structured methodologies like Manual-Driven Development (MDD) and advanced techniques for AI-driven development."

mediumtopics#2

Add more specific topics to reflect methodology and template aspects

Why:

CURRENT

ai-agents, anthropic, claude, claude-code, claude-md, coding-assistant, developer-tools, llm, mcp-servers

COPY-PASTE FIX

ai-agents, anthropic, claude, claude-code, claude-md, coding-assistant, developer-tools, llm, mcp-servers, ai-workflow, llm-ops, prompt-engineering-guide, ai-agent-template

lowreadme#3

Clarify the primary offering by updating the 'V2 Obsolete' heading

Why:

CURRENT

# Claude Code Mastery V2 (Obsolete)

COPY-PASTE FIX

Change the H1 `# Claude Code Mastery V2 (Obsolete)` to `# Claude Code Mastery: The Starter Kit & MDD` and add a small note below it: `(Note: V2 is now obsolete; please use the Starter Kit.)`

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 TheDecipherist/claude-code-mastery

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

GitHub Copilot

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

GitHub Copilot · recommended 1×
GitLab Duo Code Suggestions · recommended 1×
OpenAI API · recommended 1×
GPT-4 · recommended 1×
GPT-3.5 Turbo · recommended 1×

CATEGORY QUERY
How can I integrate large language models into a structured, documentation-driven development workflow?
you: not recommended
AI recommended (in order):
1. GitHub Copilot
2. GitLab Duo Code Suggestions
3. OpenAI API
4. GPT-4
5. GPT-3.5 Turbo
6. Anthropic Claude API
7. Sphinx
8. MkDocs
9. Confluence
10. DocuGen
11. Tabnine
12. Codeium
AI recommended 12 alternatives but never named TheDecipherist/claude-code-mastery. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a production-ready project template for building custom AI agents with advanced capabilities.
you: not recommended
AI recommended (in order):
1. LangChain (langchain-ai/langchain)
2. LlamaIndex (run-llama/llama_index)
3. Microsoft Semantic Kernel (microsoft/semantic-kernel)
4. Hugging Face Transformers (huggingface/transformers)
5. OpenAI Assistants API
6. Haystack (deepset-ai/haystack)
AI recommended 6 alternatives but never named TheDecipherist/claude-code-mastery. 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 TheDecipherist/claude-code-mastery?
pass
AI did not name TheDecipherist/claude-code-mastery — 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 TheDecipherist/claude-code-mastery in production, what risks or prerequisites should they evaluate first?
pass
AI named TheDecipherist/claude-code-mastery 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 TheDecipherist/claude-code-mastery solve, and who is the primary audience?
pass
AI did not name TheDecipherist/claude-code-mastery — 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?

Embed your GEO score

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MARKDOWN (README)

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TheDecipherist/claude-code-mastery — 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