RRepoGEO

REPOGEO REPORT · LITE

coleam00/second-brain-skills

Default branch main · commit 75e1e9cd · scanned 6/5/2026, 11:08:10 AM

GitHub: 756 stars · 207 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 coleam00/second-brain-skills, 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
    Emphasize 'Claude Skills' and specific use cases in README opening

    Why:

    CURRENT
    # Claude Code Second Brain Skills

A collection of custom skills that turn Claude Code into a second brain for knowledge work. These skills demonstrate progressive disclosure of context - there's no magic, just structured knowledge that makes Claude hyper-capable for specific tasks.
    COPY-PASTE FIX
    # Claude Code Second Brain Skills

A collection of custom skills designed to transform Claude Code into a powerful second brain for knowledge work. These skills enable Claude to handle specific tasks like programmatic video creation, brand-aligned presentations, and detailed documentation through progressive disclosure of context.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    claude-ai, claude-skills, second-brain, knowledge-management, ai-tools, generative-ai, content-creation, documentation, brand-consistency, automation
  • highlicense#3
    Add a LICENSE file to clarify usage terms

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Add a LICENSE file (e.g., MIT, Apache-2.0, or GPL-3.0) to the repository root.

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 coleam00/second-brain-skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Azure OpenAI Service
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Azure OpenAI Service · recommended 1×
  2. OpenAI API · recommended 1×
  3. GPT-4 · recommended 1×
  4. GPT-3.5 Turbo · recommended 1×
  5. Azure AI Search · recommended 1×
  • CATEGORY QUERY
    How can I build an AI-powered system for knowledge management and operationalizing information?
    you: not recommended
    AI recommended (in order):
    1. Azure OpenAI Service
    2. OpenAI API
    3. GPT-4
    4. GPT-3.5 Turbo
    5. Azure AI Search
    6. Pinecone
    7. Weaviate (weaviate/weaviate)
    8. Hugging Face Transformers (huggingface/transformers)
    9. LangChain (langchain-ai/langchain)
    10. LlamaIndex (run-llama/llama_index)
    11. Elasticsearch (elastic/elasticsearch)
    12. OpenSearch (opensearch-project/OpenSearch)
    13. Google Cloud Vertex AI
    14. PaLM 2
    15. Gemini
    16. Google Cloud Vector Search
    17. AWS Bedrock
    18. Anthropic Claude
    19. Amazon Titan
    20. Amazon OpenSearch Service
    21. Amazon Aurora
    22. SharePoint Syntex
    23. Viva Topics
    24. Confluence
    25. Notion AI
    26. Dataiku
    27. Alteryx

    AI recommended 27 alternatives but never named coleam00/second-brain-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tools for generating consistent brand-aligned presentations, videos, and documentation using AI assistance?
    you: not recommended
    AI recommended (in order):
    1. Canva
    2. Gamma
    3. Beautiful.ai
    4. Synthesys AI Studio
    5. Tome
    6. Microsoft 365 Copilot
    7. Simplified

    AI recommended 7 alternatives but never named coleam00/second-brain-skills. 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 coleam00/second-brain-skills?
    pass
    AI did not name coleam00/second-brain-skills — 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 coleam00/second-brain-skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named coleam00/second-brain-skills 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 coleam00/second-brain-skills solve, and who is the primary audience?
    pass
    AI did not name coleam00/second-brain-skills — 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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