senior-prompt-engineer
CommunityAutomate LLM optimization, build intelligent AI agents.
Software Engineering#AI agents#prompt engineering#Claude#LLM optimization#RAG#GPT-4#AI product development
Authoralirezarezvani
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Prompt engineers constantly iterate on prompts, evaluate LLM performance, and design complex agentic systems. This Skill automates these intricate tasks, enabling you to rapidly develop, optimize, and deploy production-grade AI products and intelligent agents.
Core Features & Use Cases
- Prompt Optimizer: Automatically refine and optimize prompts for better LLM performance and structured outputs.
- RAG Evaluator: Assess the effectiveness of Retrieval-Augmented Generation (RAG) systems and identify areas for improvement.
- Agent Orchestrator: Design, configure, and deploy sophisticated AI agentic systems.
- Use Case: Use the Prompt Optimizer to automatically A/B test different prompt variations for a critical LLM application, identifying the most effective prompt to improve response quality and reduce latency.
Quick Start
Core Tool 1
python scripts/prompt_optimizer.py --input data/ --output results/
Core Tool 2
python scripts/rag_evaluator.py --target project/ --analyze
Dependency Matrix
Required Modules
langchainllama-indexdspytorchtensorflowscikit-learnxgboost
Components
scriptsreferences
💻 Claude Code Installation
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Please help me install this Skill: Name: senior-prompt-engineer Download link: https://github.com/alirezarezvani/claude-skills/archive/main.zip#senior-prompt-engineer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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