All skills

public/cursor/prompt-optimizer

prompt-optimizer

v1.0.0commoncursorprompts

Analyzes raw prompts, surfaces intent and gaps, maps them to Cursor context (AGENTS.md, Rules, Agent Skills via /name, Plan vs Agent mode, Task subagents), and outputs a ready-to-paste optimized prompt. Advisory only — never executes the task itself. Triggers on "optimize prompt", "improve my prompt", "rewrite this prompt", "help me prompt", and Chinese equivalents; does not trigger on "optimize code" or direct execution requests ("just do it" / 直接做).

Install

npx -y --registry=http://ifsaiskills.rnd.ifsdevworld.com:4873 ifs-ai-skills@0.5.3 add public/cursor/prompt-optimizer

Repository path

skills/public/cursor/prompt-optimizer