prompt-optimizer

Analyze draft prompts and generate optimized prompts for ECC workflows.

Updated Mar 31, 2026
One-click install
npx skills add https://github.com/GGEdu/claude-god-mode-template --skill prompt-optimizer-ggedu
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prompt-optimizer
Source: https://github.com/GGEdu/claude-god-mode-template/tree/main/skills/prompt-optimizer
Command: npx skills add https://github.com/GGEdu/claude-god-mode-template --skill prompt-optimizer-ggedu

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill analyzes a draft prompt, critiques clarity and gaps, and outputs a complete, paste-ready optimized prompt tailored for ECC workflows. It helps users maximize alignment with ECC components (skills, commands, agents, hooks) and ensures safe, advisory guidance only.

Core Features & Use Cases

  • Analyze a draft prompt to identify intent, scope, and missing ECC components.
  • Map the prompt to ECC ecosystem components and propose an end-to-end optimized prompt.
  • Provide a ready-to-run prompt with explicit workflow steps, acceptance criteria, and verification guidelines.
  • Use cases: refining prompts for ECC planning, plan execution, and multi-stage ECC interactions.

Quick Start

Paste your draft prompt into ECC and 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 prompt for ECC workflows?

A prompt optimizer analyzes your draft prompt to identify intent and gaps, then maps it to ECC components. It generates a complete, optimized prompt with explicit workflow steps and acceptance criteria.

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

ECC prompt engineering structures prompts to align with ECC components like skills, commands, and agents. You need it when planning multi-stage ECC interactions or executing complex workflows requiring deterministic guidance.

Can I use a draft prompt to generate workflow steps and acceptance criteria?

Yes, you can paste a draft prompt to automatically generate workflow steps and acceptance criteria. The optimizer maps your intent to ECC components and outputs a complete prompt with verification guidelines.

Does the optimized prompt execute tasks or provide advisory guidance only?

The optimized prompt provides advisory guidance only and does not execute tasks itself. It delivers deterministic guidance, workflow steps, and acceptance criteria tailored for safe ECC plan execution.

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

The best way to map a prompt to ECC components is to analyze the draft for missing skills, commands, agents, and hooks. This ensures maximum alignment and produces an end-to-end optimized prompt.

Why does my prompt fail to align with ECC planning and execution?

Prompts fail to align with ECC planning and execution when they lack explicit workflow steps and acceptance criteria. Critiquing clarity and mapping missing ECC components resolves gaps and ensures safe interactions.