RRepoGEO

REPOGEO REPORT · LITE

grapeot/devin.cursorrules

Default branch master · commit 284b743c · scanned 5/15/2026, 7:15:58 PM

GitHub: 5,963 stars · 769 forks

AI VISIBILITY SCORE
22 /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
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 grapeot/devin.cursorrules, 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 for categorization

    Why:

    COPY-PASTE FIX
    ai-agents, ide-extension, cursor-ide, github-copilot, devin-alternative, autonomous-ai, software-engineering-ai
  • highabout#2
    Refine the repository description to clarify 'Cursor IDE'

    Why:

    CURRENT
    Magic to turn Cursor/Windsurf as 90% of Devin
    COPY-PASTE FIX
    Enhance your Cursor/Windsurf IDE or GitHub Copilot with advanced, cost-effective AI agent capabilities, mirroring Devin's autonomous software engineering features.
  • mediumreadme#3
    Refine README's opening sentence to clarify its role as an IDE enhancement

    Why:

    CURRENT
    This repository gives you everything needed to supercharge your Cursor/Windsurf IDE or GitHub Copilot with **advanced** agentic AI capabilities—similar to the $25/task (calculated from $2.25/ACU in the Core plan and 5-12.5ACU complexity horizon in the docs) Devin—but at a fraction of the cost.
    COPY-PASTE FIX
    This repository provides a powerful, cost-effective enhancement to supercharge your Cursor/Windsurf IDE or GitHub Copilot with advanced, Devin-like AI agent capabilities, enabling autonomous software engineering directly within your existing environment.

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 grapeot/devin.cursorrules
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
langchain-ai/langchain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. langchain-ai/langchain · recommended 1×
  2. run-llama/llama_index · recommended 1×
  3. Significant-Gravitas/AutoGPT · recommended 1×
  4. yoheinakajima/babyagi · recommended 1×
  5. joaomdmoura/crewai · recommended 1×
  • CATEGORY QUERY
    How to add autonomous AI agent features to my existing coding environment?
    you: not recommended
    AI recommended (in order):
    1. LangChain (langchain-ai/langchain)
    2. LlamaIndex (run-llama/llama_index)
    3. AutoGPT (Significant-Gravitas/AutoGPT)
    4. BabyAGI (yoheinakajima/babyagi)
    5. CrewAI (joaomdmoura/crewai)
    6. OpenAI Assistants API
    7. Haystack (deepset-ai/haystack)

    AI recommended 7 alternatives but never named grapeot/devin.cursorrules. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking cost-effective alternatives for advanced AI software engineering assistant capabilities.
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Tabnine
    3. Codeium
    4. Cursor
    5. OpenAI API
    6. Code Llama
    7. Phind-CodeLlama
    8. StarCoder
    9. Ollama
    10. LM Studio

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

Embed your GEO score

Drop this badge into the README of grapeot/devin.cursorrules. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/grapeot/devin.cursorrules.svg)](https://repogeo.com/en/r/grapeot/devin.cursorrules)
HTML
<a href="https://repogeo.com/en/r/grapeot/devin.cursorrules"><img src="https://repogeo.com/badge/grapeot/devin.cursorrules.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

grapeot/devin.cursorrules — 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