RRepoGEO

REPOGEO REPORT · LITE

yologdev/yoyo-evolve

Default branch main · commit 22fad2cc · scanned 6/19/2026, 6:52:20 AM

GitHub: 1,825 stars · 122 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 yologdev/yoyo-evolve, 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 relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai-agent, self-evolving-ai, code-generation, rust, autonomous-agent, llm-agent, coding-assistant, self-improvement
  • highreadme#2
    Add a prominent disclaimer about yoyo-evolve's identity in the README's introduction

    Why:

    COPY-PASTE FIX
    **Important:** This project, `yoyo-evolve`, is a self-evolving AI coding agent written in Rust, *not* a database migration tool. It is distinct from any database migration tools sharing a similar name.
  • mediumreadme#3
    Add a 'Clarifying yoyo-evolve's Identity' section to README

    Why:

    COPY-PASTE FIX
    ## Clarifying yoyo-evolve's Identity

To be clear, yoyo-evolve is a self-evolving AI coding agent that writes and maintains its own Rust code. It is *not* a database migration tool (like `yoyo-migrations` for Python) nor a general-purpose LLM API wrapper. Its unique focus is on autonomous code evolution and self-improvement.

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 yologdev/yoyo-evolve
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 2×
  2. OpenAI API · recommended 2×
  3. GPT-4 · recommended 1×
  4. Code Interpreter · recommended 1×
  5. Advanced Data Analysis · recommended 1×
  • CATEGORY QUERY
    I need an AI assistant that can autonomously write and improve its own code.
    you: not recommended
    AI recommended (in order):
    1. GPT-4
    2. Code Interpreter
    3. Advanced Data Analysis
    4. Claude 3 Opus
    5. Auto-GPT (Significant-Gravitas/AutoGPT)
    6. BabyAGI (yoheinakajima/babyagi)
    7. AgentGPT (reworkd/AgentGPT)
    8. GitHub Copilot
    9. GitLab Duo Code Suggestions
    10. Cursor
    11. OpenAI API
    12. Anthropic
    13. Google

    AI recommended 13 alternatives but never named yologdev/yoyo-evolve. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are tools for an AI agent to automatically refactor and maintain a codebase?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. GitHub Copilot
    3. Sourcery AI
    4. Snyk Code
    5. Pylint (pylint-dev/pylint)
    6. ESLint (eslint/eslint)
    7. RuboCop (rubocop/rubocop)
    8. Black (psf/black)
    9. Prettier (prettier/prettier)
    10. gofmt
    11. CodeClimate

    AI recommended 11 alternatives but never named yologdev/yoyo-evolve. 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 yologdev/yoyo-evolve?
    pass
    AI named yologdev/yoyo-evolve explicitly

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

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

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

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yologdev/yoyo-evolve — 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