Rewrite ambiguous prompts into clear, specific instructions for AI models.
npx skills add https://github.com/dragonkid/dotfiles --skill prompt-improver-dragonkid
Please help me install this Agent Skill. Skill: prompt-improver Source: https://github.com/dragonkid/dotfiles/tree/main/claude/skills/prompt-improver Command: npx skills add https://github.com/dragonkid/dotfiles --skill prompt-improver-dragonkid
This Skill helps users transform vague, ambiguous prompts into clear, specific, and actionable instructions for AI models, reducing misinterpretation and the need for repeated iterations.
Use the prompt-improver to rewrite the following prompt into a clearer, more actionable instruction: "Explain photosynthesis in simple terms."
High-intent search queries and answers about installing and using this skill.
To improve prompt clarity, the prompt-improver applies an optimization framework to rewrite vague instructions, adding role, context, and precise output formats. It analyzes the original prompt to identify missing context and ambiguity, yielding actionable AI instructions.
The best way to rewrite vague prompts is using an instruction-first framework that adds role, context, and clear output formats. This deterministic rewriting process transforms ambiguous requests into precise task definitions, reducing misinterpretation and repeated iterations.
Yes, prompt engineering optimization applies to coding and data tasks. The framework rewrites instructions to include precise task definitions and clear output formats, ensuring AI models receive specific guidance for writing, coding, and data processing workflows.
AI prompts return misinterpreted results due to missing context, ambiguous instructions, and undefined output formats. The prompt-improver analyzes original prompts to identify these gaps, applying an explicit optimization framework to rewrite instructions for determinism.
Prompt rewriting works best when analyzing the original prompt to identify missing context and areas of ambiguity. The framework applies instruction-first design, role definition, and concise task definitions to generate clear, actionable instructions for AI workflows.
ReinaMacCredyRefine raw user prompts into execution-ready instruction sets for AI agents.
JacksonZx535Run controlled prompt engineering experiments and validate results across AI models.
nimadorostkarDesign, test, and refine prompts for large language models.
faroukBakariCreate reusable prompt templates for code generation, review, and debugging.
