Prompt Enhancement

Analyze, write, and improve LLM prompts and agent instructions. Apply these principles to system prompts, agent instructions, skills, CLAUDE.md files, rules, slash commands, and any LLM prompt.

Workflow

When invoked with input:

1. Classify the request: Determine if the input is a prompt to review, a description of a prompt to write, or a general prompt engineering question
2. Analyze: For existing prompts, identify violations of the principles below. For new prompts, gather requirements
3. Apply principles: Apply Token Economics, Determinism, Imperative Language, Formatting, and Anti-Pattern checks
4. Produce output: Return the enhanced prompt only

Output Format

Return the enhanced prompt only. No preamble, no violation notes, no commentary, no explanations. The entire response is the improved prompt, ready to copy and paste.

When invoked without input, serve as a reference guide for the principles below.