RRepoGEO

REPOGEO REPORT · LITE

coleam00/claude-memory-compiler

Default branch main · commit 54eddd70 · scanned 6/17/2026, 8:02:53 PM

GitHub: 1,193 stars · 304 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
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/claude-memory-compiler, 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 README H1 to specify AI coding assistant memory

    Why:

    CURRENT
    # LLM Personal Knowledge Base
    COPY-PASTE FIX
    # Claude Code Memory Compiler: Your AI Coding Assistant's Evolving Knowledge Base
  • highlicense#2
    Add a LICENSE file to the repository root

    Why:

    COPY-PASTE FIX
    Create a LICENSE file (e.g., MIT or Apache-2.0) in the repository root to clarify usage rights.
  • mediumtopics#3
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    claude, llm, knowledge-base, ai-assistant, memory, code-generation, anthropic, agent-sdk, developer-tools

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/claude-memory-compiler
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. Notion · recommended 2×
  3. Logseq · recommended 2×
  4. Smart Connections · recommended 1×
  5. Text Generator · recommended 1×
  • CATEGORY QUERY
    How to automatically save and organize coding decisions from my AI assistant sessions?
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Smart Connections
    3. Text Generator
    4. AI Research Assistant
    5. Notion
    6. Notion AI
    7. Zapier
    8. Make
    9. Logseq
    10. Logseq AI
    11. SmartBlocks
    12. Selenium
    13. Playwright
    14. Python
    15. json
    16. re
    17. spaCy
    18. SQLite
    19. PostgreSQL
    20. Streamlit
    21. Flask
    22. Evernote
    23. OneNote
    24. GitHub Gist
    25. GitLab Snippets

    AI recommended 25 alternatives but never named coleam00/claude-memory-compiler. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a tool to compile AI chat logs into a searchable knowledge base without vector embeddings.
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Logseq
    3. TiddlyWiki
    4. Notion
    5. DEVONthink
    6. Zim Desktop Wiki
    7. DocuWiki

    AI recommended 7 alternatives but never named coleam00/claude-memory-compiler. 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/claude-memory-compiler?
    pass
    AI named coleam00/claude-memory-compiler explicitly

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

  • If a team adopts coleam00/claude-memory-compiler in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name coleam00/claude-memory-compiler — 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 coleam00/claude-memory-compiler solve, and who is the primary audience?
    pass
    AI did not name coleam00/claude-memory-compiler — 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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coleam00/claude-memory-compiler — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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coleam00/claude-memory-compiler — RepoGEO report