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prompt-optimizer

Analyze draft prompts, identify intent and gaps, and output optimized prompts.

Updated Aug 27, 2026
Search Tags:#workflow#planning#optimization#instruction#prompt-engineering#prompt#ecc
One-click install
npx skills add https://github.com/Wakewell-Sleep-Solutions/claude-skills-ecosystem --skill prompt-optimizer-wakewell-sleep-solutions
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prompt-optimizer
Source: https://github.com/Wakewell-Sleep-Solutions/claude-skills-ecosystem/tree/main/prompt-optimizer
Command: npx skills add https://github.com/Wakewell-Sleep-Solutions/claude-skills-ecosystem --skill prompt-optimizer-wakewell-sleep-solutions

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyze raw prompts, identify intent and gaps, match ECC components (skills/commands/agents/hooks), and output a ready-to-paste optimized prompt. Advisory role only — never executes the task itself.

Core Features & Use Cases

  • Intent detection and gap analysis between user drafts and ECC ecosystem.
  • ECC component mapping to appropriate skills, commands, agents, and hooks.
  • Output a complete optimized prompt ready to paste into your workflow.
  • Triggers on user requests to optimize prompts in multiple languages.

Quick Start

Paste a draft prompt and trigger the optimizer to receive a ready-to-paste optimized prompt.

Frequently Asked Questions about prompt-optimizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I optimize a draft prompt for better AI results?▼

To optimize a draft prompt, paste your raw text into the optimizer. It analyzes intent, identifies gaps, maps ECC components, and returns a ready-to-paste prompt with clear usage instructions.

What is ECC prompt engineering and when do I need it?▼

ECC prompt engineering structures drafts by mapping components like skills, commands, and hooks. You need it when planning workflows across software engineering, product management, or content creation.

Can I use the prompt optimizer for drafts written in multiple languages?▼

Yes, the prompt optimizer handles drafts in multiple languages. It detects intent and validates context across different linguistic environments to output a ready-to-paste prompt.

Does the prompt optimizer execute the task described in my draft?▼

No, the prompt optimizer operates in an advisory role only. It analyzes your draft and outputs an optimized prompt, but it never executes the actual task itself.

What is the best way to map ECC components to a raw prompt?▼

The best way to map ECC components is using a six-phase pipeline: detection, intent analysis, scope, component matching, context validation, and workflow guidance to output a complete optimized prompt.

What are the limitations of using an advisory prompt optimizer?▼

As an advisory tool, its limitation is that it only outputs optimized prompts and workflow guidance. It does not execute tasks, requiring you to manually paste the result into your environment.

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