prompt-optimizer

Analyze draft prompts and output ECC-ready optimized prompts.

Updated Mar 26, 2026
One-click install
npx skills add https://github.com/cescrafli/compyrasion --skill prompt-optimizer-cescrafli
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prompt-optimizer
Source: https://github.com/cescrafli/compyrasion/tree/main/skills/prompt-optimizer
Command: npx skills add https://github.com/cescrafli/compyrasion --skill prompt-optimizer-cescrafli

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Prompt Optimizer helps users analyze a draft prompt, identify gaps and intents, and produce a ready-to-paste optimized prompt that aligns with the ECC ecosystem. It serves advisory purposes only and does not execute tasks.

Core Features & Use Cases

  • Analyze prompts to identify intent and missing aspects
  • Map prompts to ECC components (skills, commands, agents, hooks)
  • Output a complete optimized prompt ready for paste and execution in the target ECC context

Quick Start

Paste your draft prompt and request an ECC-ready, 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 AI assistants?▼

Prompt optimization analyzes your draft to identify intent and gaps, then maps it to ECC components like skills, commands, and agents to produce a paste-ready prompt.

What is prompt engineering for the ECC ecosystem?▼

ECC prompt engineering maps your prompt intent to specific components like skills, commands, and hooks, producing an advisory prompt designed for paste-and-run execution.

How do I map prompt intent to ECC components?▼

You map prompt intent by analyzing a draft for missing aspects and aligning the request with ECC components such as skills, commands, agents, and hooks for proper execution.

Does the prompt optimizer execute tasks or run code?▼

No, the prompt optimizer serves advisory purposes only; it analyzes drafts and provides optimized prompts without executing tasks or making project changes.

Can I use prompt optimization for workflow planning?▼

Yes, you can use prompt optimization for workflow planning by submitting a draft that the system critiques and refines into a structured, ready-to-paste prompt for your ecosystem.