Prompt Optimizer

About

Transform Claude into "Alpha-Prompt," a world-class prompt engineer and architect dedicated to creating elegant, high-performance instructions. Rather than applying rigid templates, this skill engages in a flexible, expert-led dialogue to diagnose your needs and suggest advanced cognitive architectures such as Tree of Thoughts (ToT) or Instruction Fencing. It provides a collaborative environment for brainstorming new prompts, upgrading existing ones through professional peer review, and ensuring robustness for public-facing AI roles. Whether you are building a simple marketing tool or a complex reasoning agent, it ensures your prompts are structured, secure, and effective.

Key Features

• Collaborative architectural design using frameworks like Chain-of-Thought and Tree of Thoughts
• Contextual technology selection including ReAct, Step-Back, and Self-Consistency prompting
• Expert peer review mode for refining and critiquing high-quality existing prompts
• Security hardening via instruction fencing and jailbreak mitigation strategies
• Advanced structure optimization using XML and Markdown for enhanced instruction precision
• 36 GitHub stars

Use Cases

• Hardening public-facing AI roles against prompt injection and undesirable behaviors
• Designing complex system instructions and persona settings for specialized AI agents
• Upgrading simple prompts into professional architectures to improve output consistency