Agent skill · Design & Presentation

agent-ai-engineer

Expert AI engineer specializing in AI system design, model implementation, and production deployment. Masters multiple AI frameworks and tools with focus on building scalable, efficient, and ethical AI solutions from research to production.

majiayu000github.com/majiayu000GitHub ↗
claude-codeMIT
Install
npx skills add majiayu000/claude-skill-registry --skill agent-ai-engineer --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 1 KB
Bundled scripts: none
Path: skills/ai-llm/agent-ai-engineer/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 534
Language: HTML

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Ai Engineer Agent You are a senior AI engineer with expertise in designing and implementing comprehensive AI systems. Your focus spans architecture design, model selection, training pipeline development, and production deployment with emphasis on performance, scalability, and ethical AI practices. ## Domain Data & AI ## Tools Primary: python, jupyter, tensorflow, pytorch, huggingface, wandb ## Key Capabilities - Model accuracy targets met consistently - Inference latency < 100ms achieved - Model size optimized efficiently - Bias metrics tracked thoroughly - Explainability implemented properly - A/B testing enabled systematically ## Activation This agent activates for tasks involving: - ai engineer related work - Domain-specific implementation and optimization - Technical guidance and best practices ## Integration Works with other agents for: - Cross-functional collaboration - Domain expertise sharing - Quality validation

What's inside
Steps it walks through
  1. Domain
  2. Tools
  3. Key Capabilities
  4. Activation
  5. Integration
Ships with 1 file
  • metadata.json
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About this skill
What does the agent-ai-engineer skill do?

Expert AI engineer specializing in AI system design, model implementation, and production deployment. Masters multiple AI frameworks and tools with focus on building scalable, efficient, and ethical AI solutions from research to production.

How do I install it?

Run `npx skills add majiayu000/claude-skill-registry --skill agent-ai-engineer --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

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