prompt-optimizer

Analyze draft prompts and map them to ECC components.

Updated Mar 1, 2026
One-click install
npx skills add https://github.com/derekhu0002/ai4pb-orchestrator --skill prompt-optimizer-derekhu0002
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prompt-optimizer
Source: https://github.com/derekhu0002/ai4pb-orchestrator/tree/main/skills/prompt-optimizer
Command: npx skills add https://github.com/derekhu0002/ai4pb-orchestrator --skill prompt-optimizer-derekhu0002

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill analyzes a draft prompt, identifies intent and gaps, and maps it to ECC components (skills/commands/agents/hooks), producing a complete optimized prompt that you can paste into ECC workflows. It is advisory-only and never executes the task itself.

Core Features & Use Cases

  • Analyze drafts for intent, gaps, and ECC component alignment.
  • Output a ready-to-paste ECC prompt with recommended workflow sections.
  • Suitable for prompts across planning, design, implementation, and verification contexts within ECC.

Quick Start

Provide your draft prompt and any constraints to receive an optimized ECC-ready 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 an ECC workflow?

To optimize a draft prompt for an ECC workflow, provide your draft and constraints to the analyzer. It identifies intent, maps content to ECC components like skills and hooks, and returns a complete ready-to-paste prompt.

What is ECC prompt engineering and how does it map to components?

ECC prompt engineering is the process of structuring draft prompts to align with ECC components such as skills, commands, agents, and hooks. The optimization process identifies intent gaps and returns tailored workflow prompts.

Can I use this prompt optimizer for planning and implementation tasks?

Yes, you can use this prompt optimizer for planning and implementation tasks. It analyzes drafts across planning, design, implementation, and verification workflows, returning optimized prompts tailored to ECC terminology.

Does the prompt optimization process execute the task itself?

No, the prompt optimization process does not execute the task itself. It operates under advisory-only guidance, strictly analyzing the draft and returning an optimized prompt suitable for direct use in ECC tooling.

What is the best way to turn a rough prompt into a ready-to-paste ECC format?

The best way to turn a rough prompt into a ready-to-paste ECC format is to use an automated optimizer that evaluates intent and gaps, applying recommended workflow sections to produce a complete prompt.

Why does my draft prompt fail to align with ECC components?

Your draft prompt may fail to align with ECC components due to unidentified intent or missing workflow sections. An optimizer analyzes these gaps and maps the content to skills, commands, agents, and hooks.