RRepoGEO

REPOGEO REPORT · LITE

disler/claude-code-hooks-mastery

Default branch main · commit 052ad1cb · scanned 5/28/2026, 8:57:32 AM

GitHub: 3,717 stars · 614 forks

AI VISIBILITY SCORE
17 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 disler/claude-code-hooks-mastery, 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 to the repository

    Why:

    COPY-PASTE FIX
    claude-ai, anthropic, ai-agents, code-generation, hooks, deterministic-ai, agent-orchestration, meta-agent, team-validation, ai-workflow
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file (e.g., MIT License) in the root of the repository to clearly state the terms of use.
  • mediumabout#3
    Update the repository description and add a homepage URL

    Why:

    CURRENT
    Description: Master Claude Code Hooks
    Homepage: (none)
    COPY-PASTE FIX
    Description: Master Claude Code hooks for deterministic control over Claude Code's behavior, including sub-agents, meta-agents, and team-based validation for AI agent orchestration.
    Homepage: https://github.com/disler/claude-code-hooks-mastery

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 disler/claude-code-hooks-mastery
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. Pydantic · recommended 1×
  3. Zod · recommended 1×
  4. Valibot · recommended 1×
  5. Guidance · recommended 1×
  • CATEGORY QUERY
    How can I add deterministic control to my AI agent's code generation process?
    you: not recommended
    AI recommended (in order):
    1. Pydantic
    2. Zod
    3. Valibot
    4. Guidance
    5. LangChain
    6. PydanticOutputParser
    7. StructuredOutputParser
    8. Semantic Kernel
    9. ANTLR
    10. Lark

    AI recommended 10 alternatives but never named disler/claude-code-hooks-mastery. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a framework to implement sub-agents and team validation for AI workflows.
    you: not recommended
    AI recommended (in order):
    1. AutoGen
    2. CrewAI
    3. LangChain
    4. LlamaIndex
    5. Haystack
    6. OpenAI Assistants API
    7. Microsoft Semantic Kernel

    AI recommended 7 alternatives but never named disler/claude-code-hooks-mastery. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 disler/claude-code-hooks-mastery?
    pass
    AI named disler/claude-code-hooks-mastery explicitly

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

  • If a team adopts disler/claude-code-hooks-mastery in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name disler/claude-code-hooks-mastery — 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?

  • In one sentence, what problem does the repo disler/claude-code-hooks-mastery solve, and who is the primary audience?
    pass
    AI did not name disler/claude-code-hooks-mastery — 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

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disler/claude-code-hooks-mastery — 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