Senior Prompt Engineer

This one's for when you're building production AI systems and need expert-level guidance on prompt optimization, RAG evaluation, or agentic workflows. It covers the full stack from advanced prompting patterns and chain-of-thought techniques to LLM evaluation frameworks and agent orchestration. The references include concrete patterns for structured outputs, few-shot learning, and system design. Honestly, the boilerplate MLOps content feels generic, but the core prompt engineering and agent design expertise is solid. Use it when you're past the basics and need to optimize LLM performance at scale or architect multi-agent systems that actually work in production.

skills.sh installs: 1K
GitHub stars: 33.2K
last updated: Aug 21, 2026

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Install

$ npx -y skills add davila7/claude-code-templates --skill senior-prompt-engineer --agent claude-code

Installs into .claude/skills of the current project.

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Senior Prompt Engineer

World-class senior prompt engineer skill for production-grade AI/ML/Data systems.

Quick Start

Main Capabilities

# Core Tool 1
python scripts/prompt_optimizer.py --input data/ --output results/

# Core Tool 2  
python scripts/rag_evaluator.py --target project/ --analyze

# Core Tool 3
python scripts/agent_orchestrator.py --config config.yaml --deploy

Core Expertise

This skill covers world-class capabilities in:

Advanced production patterns and architectures
Scalable system design and implementation
Performance optimization at scale
MLOps and DataOps best practices
Real-time processing and inference
Distributed computing frameworks
Model deployment and monitoring
Security and compliance
Cost optimization
Team leadership and mentoring

Tech Stack

Languages: Python, SQL, R, Scala, Go ML Frameworks: PyTorch, TensorFlow, Scikit-learn, XGBoost Data Tools: Spark, Airflow, dbt, Kafka, Databricks LLM Frameworks: LangChain, LlamaIndex, DSPy Deployment: Docker, Kubernetes, AWS/GCP/Azure Monitoring: MLflow, Weights & Biases, Prometheus Databases: PostgreSQL, BigQuery, Snowflake, Pinecone

SKILL.md on GitHub