RRepoGEO

REPOGEO REPORT · LITE

gnekt/My-Brain-Is-Full-Crew

Default branch main · commit 238ae8c4 · scanned 6/29/2026, 2:03:15 AM

GitHub: 3,218 stars · 330 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
28 /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
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 gnekt/My-Brain-Is-Full-Crew, 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 descriptive topics to the repository

    Why:

    COPY-PASTE FIX
    ["ai-agents", "obsidian", "personal-knowledge-management", "second-brain", "mental-health", "nutrition", "wellness", "crewai", "llm"]
  • highreadme#2
    Integrate unique value proposition into README's opening paragraph

    Why:

    CURRENT
    A team of 8+ AI agents and 14 specialized skills that manage your Obsidian vault so your brain doesn't have to.
    COPY-PASTE FIX
    A team of 8+ AI agents and 14 specialized skills that manage your Obsidian vault, integrating knowledge, nutrition, and mental wellness so your brain doesn't have to.
  • mediumreadme#3
    Clarify the repository's license in the README

    Why:

    COPY-PASTE FIX
    ## License

This project is licensed under [SPECIFY YOUR LICENSE(S) HERE, e.g., a custom license, or a combination of licenses like Vim License and Apache-2.0]. Please refer to the LICENSE file for full details.

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 gnekt/My-Brain-Is-Full-Crew
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Zapier
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Zapier · recommended 2×
  2. OpenAI's API · recommended 2×
  3. Obsidian Smart Connections · recommended 1×
  4. Mem.ai · recommended 1×
  5. Obsidian Linter · recommended 1×
  • CATEGORY QUERY
    How can AI agents automate organizing my personal knowledge base within an Obsidian vault?
    you: not recommended
    AI recommended (in order):
    1. Obsidian Smart Connections
    2. Mem.ai
    3. Obsidian Linter
    4. spaCy
    5. NLTK
    6. Text Blaze
    7. OpenAI's GPT-3.5/4
    8. Zapier
    9. Make
    10. OpenAI's API
    11. Obsidian API
    12. Obsidian Advanced URI
    13. Obsidian Local REST API
    14. `obsidian-api` Python library
    15. OpenAI's API

    AI recommended 15 alternatives but never named gnekt/My-Brain-Is-Full-Crew. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools integrate AI for managing personal knowledge, nutrition, and mental health together?
    you: not recommended
    AI recommended (in order):
    1. Bearable
    2. Aura
    3. MyFitnessPal
    4. Notion
    5. Zapier
    6. Journey
    7. Replika

    AI recommended 7 alternatives but never named gnekt/My-Brain-Is-Full-Crew. 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 gnekt/My-Brain-Is-Full-Crew?
    pass
    AI did not name gnekt/My-Brain-Is-Full-Crew — 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 gnekt/My-Brain-Is-Full-Crew in production, what risks or prerequisites should they evaluate first?
    pass
    AI named gnekt/My-Brain-Is-Full-Crew 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 gnekt/My-Brain-Is-Full-Crew solve, and who is the primary audience?
    pass
    AI named gnekt/My-Brain-Is-Full-Crew explicitly

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

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gnekt/My-Brain-Is-Full-Crew — 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