RRepoGEO

REPOGEO REPORT · LITE

VoltAgent/awesome-codex-subagents

Default branch main · commit 5f855c11 · scanned 5/16/2026, 11:22:46 PM

GitHub: 4,710 stars · 541 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
27 /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
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 VoltAgent/awesome-codex-subagents, 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's opening paragraph to emphasize 'awesome list' of pre-built agents

    Why:

    CURRENT
    This repository serves as the definitive collection of Codex Subagents, specialized AI assistants designed for specific development tasks. Written specifically for Codex and aligned with the official docs.
    COPY-PASTE FIX
    This is the definitive **awesome list** of **130+ pre-built, ready-to-use Codex Subagents**, specialized AI assistants designed for specific development tasks. Each subagent is written specifically for Codex and aligned with the official documentation, providing immediate utility for developers.
  • mediumtopics#2
    Refine repository topics for better specificity

    Why:

    CURRENT
    ai-agents, awesome-list, chatgpt, codex, codex-skills, codex-subagents, subagents
    COPY-PASTE FIX
    ai-agents, awesome-list, codex, codex-subagents, pre-built-agents, ready-to-use, developer-tools, code-generation-agents
  • lowreadme#3
    Add a 'Why this collection?' section to differentiate from frameworks

    Why:

    COPY-PASTE FIX
    ### Why this collection?
Unlike general AI agent frameworks (e.g., LangChain, AutoGen) or broad marketplaces (e.g., Hugging Face Hub), this repository is a curated 'awesome list' focused exclusively on **pre-built, ready-to-use subagents specifically for Codex**. It provides immediate, specialized tools for developers rather than frameworks for building agents from scratch.

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 VoltAgent/awesome-codex-subagents
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Hugging Face Hub
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Hugging Face Hub · recommended 1×
  2. GitHub Marketplace · recommended 1×
  3. OpenAI API Playground / Model Index · recommended 1×
  4. LangChain Hub · recommended 1×
  5. Replicate · recommended 1×
  • CATEGORY QUERY
    Where can I find a comprehensive list of pre-built AI agents for development tasks?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Hub
    2. GitHub Marketplace
    3. OpenAI API Playground / Model Index
    4. LangChain Hub
    5. Replicate
    6. Awesome-AI-Agents
    7. Google Cloud AI Platform
    8. AWS SageMaker Marketplace

    AI recommended 8 alternatives but never named VoltAgent/awesome-codex-subagents. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need specialized AI assistant components to automate different software engineering workflows.
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot / GitHub Copilot Enterprise
    2. Tabnine
    3. CodiumAI
    4. DeepCode AI (Snyk Code)
    5. Jira Product Discovery (with AI features)
    6. Replit AI
    7. OpenAI API (GPT-4, GPT-3.5 Turbo)

    AI recommended 7 alternatives but never named VoltAgent/awesome-codex-subagents. 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 VoltAgent/awesome-codex-subagents?
    pass
    AI did not name VoltAgent/awesome-codex-subagents — 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 VoltAgent/awesome-codex-subagents in production, what risks or prerequisites should they evaluate first?
    pass
    AI named VoltAgent/awesome-codex-subagents 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 VoltAgent/awesome-codex-subagents solve, and who is the primary audience?
    pass
    AI did not name VoltAgent/awesome-codex-subagents — 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?

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VoltAgent/awesome-codex-subagents — 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