RRepoGEO

REPOGEO REPORT · LITE

iannuttall/dotagents

Default branch main · commit 7193a940 · scanned 6/16/2026, 2:47:05 AM

GitHub: 689 stars · 31 forks

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 iannuttall/dotagents, 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
    Clarify the README's opening statement to specify its purpose for AI client configuration

    Why:

    CURRENT
    <div align="center">
  <strong>dotagents</strong>
  <br />
  <em>One canonical .agents folder that powers all your AI tools.</em>

  <br /><br />
  <em>
    Simple setup • One source of truth • Safe to re-run anytime
  </em>
</div>
    COPY-PASTE FIX
    <div align="center">
  <strong>dotagents</strong>
  <br />
  <em>One canonical .agents folder that powers all your AI tools.</em>
  <br />
  <em>Centralize and synchronize your AI assistant prompts, commands, and skills across clients like Claude, Gemini, and Cursor.</em>

  <br /><br />
  <em>
    Simple setup • One source of truth • Safe to re-run anytime
  </em>
</div>
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai, llm, agent, configuration, prompts, synchronization, cli, claude, gemini, cursor
  • mediumreadme#3
    Explicitly state the technology stack in the README

    Why:

    CURRENT
    Requirements: Bun 1.3+.
    COPY-PASTE FIX
    Requirements: Bun 1.3+. Built with Bun and TypeScript, dotagents provides a fast and reliable CLI experience.

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 iannuttall/dotagents
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. hashicorp/consul · recommended 1×
  3. AWS Systems Manager Parameter Store · recommended 1×
  4. Azure App Configuration · recommended 1×
  5. Google Cloud Secret Manager · recommended 1×
  • CATEGORY QUERY
    How to centralize AI assistant configuration files across different development environments?
    you: not recommended
    AI recommended (in order):
    1. Git
    2. HashiCorp Consul (hashicorp/consul)
    3. AWS Systems Manager Parameter Store
    4. Azure App Configuration
    5. Google Cloud Secret Manager
    6. Kubernetes (kubernetes/kubernetes)
    7. Ansible Vault (ansible/ansible)
    8. Chef Vault (chef/chef-vault)
    9. Puppet Hiera
    10. Doppler
    11. Spring Cloud Config Server (spring-cloud/spring-cloud-config)

    AI recommended 11 alternatives but never named iannuttall/dotagents. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a tool to synchronize my AI agent prompts and skills across various local AI clients.
    you: not recommended
    AI recommended (in order):
    1. GitHub
    2. GitLab
    3. Bitbucket
    4. Syncthing (syncthing/syncthing)
    5. Dropbox
    6. Google Drive
    7. OneDrive
    8. rsync
    9. Nextcloud (nextcloud/server)

    AI recommended 9 alternatives but never named iannuttall/dotagents. 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 iannuttall/dotagents?
    pass
    AI named iannuttall/dotagents explicitly

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

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

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

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iannuttall/dotagents — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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