RRepoGEO

REPOGEO REPORT · LITE

agenticnotetaking/arscontexta

Default branch main · commit 2acfd5cc · scanned 6/22/2026, 4:57:54 AM

GitHub: 3,415 stars · 220 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
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 agenticnotetaking/arscontexta, 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 emphasize generative AI and personalization

    Why:

    CURRENT
    A Claude Code plugin that generates complete knowledge systems from conversation. You describe how you think and work. The engine derives a cognitive architecture...
    COPY-PASTE FIX
    A Claude Code plugin that generates a complete, personalized second brain from conversation. Describe how you think and work, and Ars Contexta builds a tailored knowledge system you own, backed by 249 research claims.
  • mediumtopics#2
    Add more specific topics related to generative AI and personal agents

    Why:

    CURRENT
    claude-code, claude-code-plugin, knowledge-base, knowledge-management, markdown, second-brain
    COPY-PASTE FIX
    claude-code, claude-code-plugin, knowledge-base, knowledge-management, markdown, second-brain, generative-ai, ai-agent, personal-knowledge-system
  • lowreadme#3
    Emphasize data ownership and no lock-in in the 'What It Does' section

    Why:

    CURRENT
    What you get:A vaultplain markdown files connected by wiki links, forming a traversable knowledge graph. No database, no cloud, no lock-in.
    COPY-PASTE FIX
    What you get:
- A vault of plain markdown files connected by wiki links, forming a traversable knowledge graph. No database, no cloud, no lock-in – you own your data completely.

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 agenticnotetaking/arscontexta
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Obsidian
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Obsidian · recommended 2×
  2. Logseq · recommended 2×
  3. Evernote · recommended 2×
  4. Mem · recommended 1×
  5. Smart Connections · recommended 1×
  • CATEGORY QUERY
    How to build a personalized AI-driven knowledge base from my conversations?
    you: not recommended
    AI recommended (in order):
    1. Mem
    2. Obsidian
    3. Smart Connections
    4. Text Generator
    5. Notion AI
    6. Logseq
    7. Logseq GPT3 OpenAI
    8. LangChain
    9. LlamaIndex
    10. Pinecone
    11. Weaviate
    12. Chroma
    13. GPT-4
    14. Claude 3
    15. Evernote

    AI recommended 15 alternatives but never named agenticnotetaking/arscontexta. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a Claude plugin to automatically organize my thoughts into a custom knowledge system.
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Text Generator plugin
    3. Notion
    4. Make.com
    5. Zapier
    6. Logseq
    7. Logseq GPT3 OpenAI plugin
    8. TiddlyWiki
    9. Roam Research
    10. Evernote

    AI recommended 10 alternatives but never named agenticnotetaking/arscontexta. 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 agenticnotetaking/arscontexta?
    pass
    AI did not name agenticnotetaking/arscontexta — 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 agenticnotetaking/arscontexta in production, what risks or prerequisites should they evaluate first?
    pass
    AI named agenticnotetaking/arscontexta 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 agenticnotetaking/arscontexta solve, and who is the primary audience?
    pass
    AI named agenticnotetaking/arscontexta explicitly

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

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agenticnotetaking/arscontexta — 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