RRepoGEO

REPOGEO REPORT · LITE

Railly/agentfiles

Default branch main · commit 5857a50e · scanned 6/7/2026, 1:47:16 PM

GitHub: 585 stars · 34 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 Railly/agentfiles, 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 the README H1 to explicitly state it's an Obsidian plugin

    Why:

    CURRENT
    # Agentfiles
    COPY-PASTE FIX
    # Agentfiles: AI Skills Manager for Obsidian
  • mediumtopics#2
    Add 'ai-prompts' and 'prompt-management' to topics

    Why:

    CURRENT
    agent-skills, ai-agents, ai-tools, claude-code, codex, coding-agents, copilot, cursor, developer-tools, dotfiles, obsidian, obsidian-plugin, skills, windsurf
    COPY-PASTE FIX
    agent-skills, ai-agents, ai-tools, claude-code, codex, coding-agents, copilot, cursor, developer-tools, dotfiles, obsidian, obsidian-plugin, skills, windsurf, ai-prompts, prompt-management, ai-assistant
  • mediumreadme#3
    Add a concise 'What is Agentfiles?' section to the README

    Why:

    COPY-PASTE FIX
    ## What is Agentfiles?

Agentfiles is an Obsidian plugin designed to help developers and AI enthusiasts manage their AI agent skill files and prompts directly within Obsidian. It provides a unified interface to browse, create, edit, and organize skills for various AI coding agents like Claude Code, Cursor, and Codex.

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 Railly/agentfiles
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Git
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Git · recommended 1×
  2. GitHub · recommended 1×
  3. GitLab · recommended 1×
  4. Bitbucket · recommended 1×
  5. iterative/dvc · recommended 1×
  • CATEGORY QUERY
    How to manage AI agent skill files consistently across various developer tools?
    you: not recommended
    AI recommended (in order):
    1. Git
    2. GitHub
    3. GitLab
    4. Bitbucket
    5. DVC (iterative/dvc)
    6. MLflow (mlflow/mlflow)
    7. Hugging Face Hub
    8. Weights & Biases
    9. Pachyderm (pachyderm/pachyderm)
    10. Docker
    11. Docker Hub
    12. Google Container Registry
    13. AWS ECR

    AI recommended 13 alternatives but never named Railly/agentfiles. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best Obsidian plugins for organizing and editing AI assistant prompts?
    you: not recommended
    AI recommended (in order):
    1. Templater
    2. Dataview
    3. QuickAdd
    4. Text Expander
    5. Advanced Tables
    6. Linter
    7. Customizable Sidebar

    AI recommended 7 alternatives but never named Railly/agentfiles. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 Railly/agentfiles?
    pass
    AI named Railly/agentfiles explicitly

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

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

    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 Railly/agentfiles. 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/Railly/agentfiles.svg)](https://repogeo.com/en/r/Railly/agentfiles)
HTML
<a href="https://repogeo.com/en/r/Railly/agentfiles"><img src="https://repogeo.com/badge/Railly/agentfiles.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

Railly/agentfiles — 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