prompt-optimizer

Analyze draft prompts and generate ready-to-paste ECC-optimized prompts.

Updated Apr 13, 2026
One-click install
npx skills add https://github.com/sakamoto-family-smile/agent_monorepo --skill prompt-optimizer-sakamoto-family-smile
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prompt-optimizer
Source: https://github.com/sakamoto-family-smile/agent_monorepo/tree/main/.claude/skills/ecc/prompt-optimizer
Command: npx skills add https://github.com/sakamoto-family-smile/agent_monorepo --skill prompt-optimizer-sakamoto-family-smile

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill analyzes raw prompts, identifies intent and gaps, and maps them to ECC components (skills, commands, agents, and hooks) to produce a ready-to-paste optimized prompt. It serves as an advisory tool; it does not execute tasks itself.

Core Features & Use Cases

  • Analyze draft prompts to detect intent, missing context, and alignment with ECC components.
  • Map prompts to ECC elements (skills, commands, agents, hooks) and propose concrete optimization steps.
  • Output a complete, ready-to-paste optimized prompt that users can deploy directly in ECC workflows.
  • Provides a safe, advisory-only flow that preserves user control over execution.

Quick Start

Paste your draft prompt and get a ready-to-paste ECC-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 agent workflows?

To optimize a draft prompt for agent workflows, you analyze the intent and gaps in your text, then map them to appropriate commands, skills, and agents to output a complete, ready-to-paste optimized prompt.

What is prompt engineering alignment for commands and agents?

Prompt engineering alignment for commands and agents is the process of identifying missing context in a draft prompt and mapping it to specific workflow components to produce a ready-to-deploy optimized prompt.

Can I use this to map rough prompts to specific ECC components?

Yes, you can use this advisory flow to map rough prompts to specific ECC components, determining the appropriate commands, skills, and agents needed to refine the intent and output a ready-to-paste optimized prompt.

Does this prompt optimizer execute tasks or generate commands directly?

No, this prompt optimizer does not execute tasks or generate commands directly. It serves strictly as an advisory tool that analyzes intent and proposes optimization steps, preserving user control over execution.

What's the best way to turn a rough prompt into a ready-to-paste format?

The best way to turn a rough prompt into a ready-to-paste format is to analyze it for intent and gaps, determine the appropriate workflow components, and output a complete optimized prompt that users can deploy directly.

Why does my draft prompt fail to trigger the right agents and workflows?

Your draft prompt may fail to trigger the right agents and workflows due to missing context or misalignment with ECC components, requiring an analysis step to identify gaps before outputting an optimized prompt.