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
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.
- hightopics#1Add relevant topics to the repository
Why:
COPY-PASTE FIXclaude-ai, anthropic, ai-agents, code-generation, hooks, deterministic-ai, agent-orchestration, meta-agent, team-validation, ai-workflow
- highlicense#2Add a LICENSE file to the repository
Why:
COPY-PASTE FIXCreate a LICENSE file (e.g., MIT License) in the root of the repository to clearly state the terms of use.
- mediumabout#3Update the repository description and add a homepage URL
Why:
CURRENTDescription: Master Claude Code Hooks Homepage: (none)
COPY-PASTE FIXDescription: 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.
- LangChain · recommended 2×
- Pydantic · recommended 1×
- Zod · recommended 1×
- Valibot · recommended 1×
- Guidance · recommended 1×
- CATEGORY QUERYHow can I add deterministic control to my AI agent's code generation process?you: not recommendedAI recommended (in order):
- Pydantic
- Zod
- Valibot
- Guidance
- LangChain
- PydanticOutputParser
- StructuredOutputParser
- Semantic Kernel
- ANTLR
- Lark
AI recommended 10 alternatives but never named disler/claude-code-hooks-mastery. This is the gap to close.
Show full AI answer
- CATEGORY QUERYLooking for a framework to implement sub-agents and team validation for AI workflows.you: not recommendedAI recommended (in order):
- AutoGen
- CrewAI
- LangChain
- LlamaIndex
- Haystack
- OpenAI Assistants API
- 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 completenessfail
Suggestion:
- README presencepass
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?passAI 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?passAI 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?passAI 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
Drop this badge into the README of disler/claude-code-hooks-mastery. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
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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