RRepoGEO

REPOGEO REPORT · LITE

ykdojo/kaguya

Default branch master · commit 29309650 · scanned 6/27/2026, 7:12:30 PM

GitHub: 1,194 stars · 185 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

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

OVERALL DIRECTION
  • highreadme#1
    Add prominent deprecation notice and clarify core function in README

    Why:

    CURRENT
    # Kaguya

Kaguya is a ChatGPT plugin that allows you to load and edit your local files in a controlled way...
    COPY-PASTE FIX
    # Kaguya

**⚠️ DEPRECATED: This project is no longer actively maintained. Please check out its successor, [ykdojo/safeclaw](https://github.com/ykdojo/safeclaw/), for an active alternative. ⚠️**

Kaguya was a ChatGPT plugin designed to enable loading and editing local files, as well as running Python, JavaScript, and bash scripts directly from ChatGPT.
  • hightopics#2
    Add specific, relevant topics to the repository

    Why:

    COPY-PASTE FIX
    chatgpt-plugin, llm-tools, local-files, script-execution, python, javascript, bash, ai-agent, deprecated, inactive-project
  • mediumhomepage#3
    Add the successor project's URL as the repository homepage

    Why:

    COPY-PASTE FIX
    https://github.com/ykdojo/safeclaw/

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
LangChain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 1×
  2. LlamaIndex · recommended 1×
  3. OpenAI Function Calling · recommended 1×
  4. Anthropic · recommended 1×
  5. Google · recommended 1×
  • CATEGORY QUERY
    How can I enable a large language model to execute local scripts and manage files?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. OpenAI Function Calling
    4. Anthropic
    5. Google
    6. AutoGPT
    7. BabyAGI
    8. Guardrails AI

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

    Show full AI answer
  • CATEGORY QUERY
    What tools allow a conversational AI to directly run code and modify files on my machine?
    you: not recommended
    AI recommended (in order):
    1. Open Interpreter (OpenInterpreter/open-interpreter)
    2. LangChain (langchain-ai/langchain)
    3. AutoGPT (Significant-Gravitas/AutoGPT)
    4. Jupyter Notebooks (jupyter/notebook)
    5. Docker Containers (moby/moby)
    6. subprocess module (python/cpython)

    AI recommended 6 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?

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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