RRepoGEO

REPOGEO REPORT · LITE

ykdojo/kaguya

Default branch master · commit 29309650 · scanned 5/16/2026, 9:27:44 PM

GitHub: 1,194 stars · 186 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
35 /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
3 / 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 ykdojo/kaguya, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Add prominent 'archived' notice and successor link to README

    Why:

    CURRENT
    # Kaguya

Kaguya is a ChatGPT plugin that allows you to load and edit your local files in a controlled way, as well as run any Python, JavaScript, and bash script.
    COPY-PASTE FIX
    **Note: This project is no longer actively maintained. Please see [ykdojo/safeclaw](https://github.com/ykdojo/safeclaw/) for the successor project.**

# Kaguya

Kaguya is a ChatGPT plugin that allows you to load and edit your local files in a controlled way, as well as run any Python, JavaScript, and bash script.
  • mediumreadme#2
    Strengthen README's opening sentence to emphasize LLM plugin for developers

    Why:

    CURRENT
    Kaguya is a ChatGPT plugin that allows you to load and edit your local files in a controlled way, as well as run any Python, JavaScript, and bash script. This makes it a powerful tool for developers, enabling them to interact with their file system and run scripts directly from ChatGPT.
    COPY-PASTE FIX
    Kaguya is a powerful ChatGPT plugin designed for developers, enabling AI assistants to securely load, edit, and manage local files, and execute Python, JavaScript, and bash scripts directly from ChatGPT.

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 ykdojo/kaguya
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Docker
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Docker · recommended 2×
  2. Docker Compose · recommended 1×
  3. Firejail · recommended 1×
  4. gVisor · recommended 1×
  5. SELinux · recommended 1×
  • CATEGORY QUERY
    How can I enable an AI assistant to safely interact with my local filesystem and run scripts?
    you: not recommended
    AI recommended (in order):
    1. Docker
    2. Docker Compose
    3. Firejail
    4. gVisor
    5. SELinux
    6. AppArmor
    7. subprocess
    8. chroot

    AI recommended 8 alternatives but never named ykdojo/kaguya. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools allow large language model plugins to execute arbitrary code and manage local files?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Assistants API
    2. LangChain
    3. LlamaIndex
    4. AutoGPT
    5. PylibC
    6. RestrictedPython
    7. Docker
    8. FastAPI
    9. Flask
    10. Semantic Kernel

    AI recommended 10 alternatives but never named ykdojo/kaguya. 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 ykdojo/kaguya?
    pass
    AI named ykdojo/kaguya explicitly

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

  • If a team adopts ykdojo/kaguya in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ykdojo/kaguya 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 ykdojo/kaguya solve, and who is the primary audience?
    pass
    AI named ykdojo/kaguya explicitly

    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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ykdojo/kaguya — 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