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.