Analyze draft prompts and output ready-to-paste optimized prompts.
npx skills add https://github.com/thmspi/claude-setup --skill prompt-optimizer-thmspi
Please help me install this Agent Skill. Skill: prompt-optimizer Source: https://github.com/thmspi/claude-setup/tree/main/.claude/skills/prompt-optimizer Command: npx skills add https://github.com/thmspi/claude-setup --skill prompt-optimizer-thmspi
This Skill analyzes a draft prompt, identifies intent and gaps, matches setup components (skills/commands/agents/hooks), and outputs a ready-to-paste optimized prompt. Advisory role only — never executes the task itself.
Use this skill to generate a polished, paste-ready prompt from a draft prompt.
High-intent search queries and answers about installing and using this skill.
To optimize an AI prompt, you analyze its draft to identify intent and gaps, then refine instructions and add safeguards to produce a ready-to-paste optimized prompt.
Prompt optimization is the process of analyzing a draft prompt to clarify intent and align it with setup components. You need it when a prompt lacks clear instructions or trigger conditions.
You generate a ready-to-use prompt from a rough draft by running it through a six-phase pipeline that scopes intent, identifies gaps, and outputs a complete, paste-ready prompt with trigger hints.
Prompt optimization works with existing AI agents and commands by scoping your draft prompt against current setup components to ensure proper alignment and seamless activation in conversations.
The best way to structure a prompt for AI workflows is to use a guided blueprint that clarifies trigger conditions, aligns with existing skills, and provides safeguards for comprehensive optimization.
Your AI prompt may fail to trigger the correct workflow if it lacks clear instructions or has gaps; optimization clarifies intent and provides trigger hints for seamless activation.
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