RRepoGEO

REPOGEO REPORT · LITE

lst97/claude-code-sub-agents

Default branch main · commit 96f5a506 · scanned 5/21/2026, 4:07:14 PM

GitHub: 1,568 stars · 253 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 lst97/claude-code-sub-agents, 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 to distinguish from agent frameworks

    Why:

    CURRENT
    A comprehensive collection of 33 specialized AI subagents for Claude Code, designed to enhance development workflows with domain-specific expertise and intelligent automation.
    COPY-PASTE FIX
    A comprehensive collection of 33 specialized, **ready-to-use** AI subagents for Claude Code. Unlike generic agent frameworks, this repository provides **pre-configured, domain-specific experts** designed to enhance full-stack development workflows with intelligent automation.
  • mediumhomepage#2
    Add the repository URL as the project homepage

    Why:

    COPY-PASTE FIX
    https://github.com/lst97/claude-code-sub-agents
  • lowtopics#3
    Add specific Claude model topics

    Why:

    CURRENT
    ai-agents, claude-code, claudecode-config, claudecode-subagents, sub-agents, subagents
    COPY-PASTE FIX
    ai-agents, claude-code, claudecode-config, claudecode-subagents, sub-agents, subagents, anthropic-claude, claude-3-opus

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 lst97/claude-code-sub-agents
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 1×
  2. AutoGen · recommended 1×
  3. CrewAI · recommended 1×
  4. Haystack · recommended 1×
  5. LlamaIndex · recommended 1×
  • CATEGORY QUERY
    How to orchestrate multiple AI agents for specialized full-stack development workflows?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. AutoGen
    3. CrewAI
    4. Haystack
    5. LlamaIndex
    6. Open Interpreter
    7. TaskWeaver

    AI recommended 7 alternatives but never named lst97/claude-code-sub-agents. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find a collection of AI subagents for domain-specific software development tasks?
    you: not recommended
    AI recommended (in order):
    1. LangChain Hub (langchain-ai/langchain-hub)
    2. LlamaHub (run-llama/llama-hub)
    3. OpenAI GPTs
    4. Hugging Face Agents (huggingface/transformers)
    5. CrewAI (joaomdmoura/crewAI)
    6. Autogen (microsoft/autogen)
    7. AgentVerse (OpenAgent/AgentVerse)

    AI recommended 7 alternatives but never named lst97/claude-code-sub-agents. 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 lst97/claude-code-sub-agents?
    pass
    AI named lst97/claude-code-sub-agents explicitly

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

  • If a team adopts lst97/claude-code-sub-agents in production, what risks or prerequisites should they evaluate first?
    pass
    AI named lst97/claude-code-sub-agents 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 lst97/claude-code-sub-agents solve, and who is the primary audience?
    pass
    AI named lst97/claude-code-sub-agents explicitly

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

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lst97/claude-code-sub-agents — 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