prompt-optimizer

Analyze and optimize prompts for ECC ecosystem task execution.

Updated Apr 6, 2026
One-click install
npx skills add https://github.com/thangvawn/agent_financial --skill prompt-optimizer-thangvawn
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prompt-optimizer
Source: https://github.com/thangvawn/agent_financial/tree/main/.cursor/skills/prompt-optimizer
Command: npx skills add https://github.com/thangvawn/agent_financial --skill prompt-optimizer-thangvawn

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill analyzes and optimizes raw prompts, enhancing their intent and clarity to produce ready-to-use, optimized prompts for better task execution.

Core Features & Use Cases

  • Prompt Analysis: Detects intent, gaps, and matches ECC components.
  • Advisory Role: Provides optimized prompts but does not execute tasks.
  • Use Case: For users who need help in crafting effective prompts for complex tasks in the ECC ecosystem.

Quick Start

To optimize a prompt, say "optimize this prompt" or "help me prompt this task".

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 better task execution?

To optimize a prompt, use a 6-phase pipeline that detects intent, identifies missing context, and matches appropriate components. This advisory process analyzes raw inputs to produce ready-to-use, optimized prompts for better task execution.

What is prompt analysis and how does it improve my inputs?

Prompt analysis is the process of detecting user intent and identifying gaps in context. It improves inputs by matching them to appropriate ECC components, ensuring your final prompts have enhanced clarity and are fully ready for complex task execution.

Can I use this to execute tasks directly in the ECC ecosystem?

No, you cannot use this to execute tasks directly. It serves strictly an advisory role by analyzing your inputs and providing optimized prompts, which you then use separately to carry out the actual task execution within the ECC ecosystem.

How do I start optimizing my prompts for complex tasks?

To start optimizing prompts for complex tasks, simply input a request like 'optimize this prompt' or 'help me prompt this task'. The advisory tool will then analyze your raw input and generate an enhanced, ready-to-use prompt.

Does prompt optimization work without adding missing context?

Prompt optimization explicitly identifies missing context during its analysis phase. While it will still generate an advisory prompt, providing complete context upfront ensures the optimized output is accurately matched to the appropriate ECC components.

What is the best way to craft effective prompts for complex tasks?

The best way to craft effective prompts for complex tasks is using a dedicated advisory tool that analyzes intent and identifies gaps. This approach ensures your inputs are systematically refined through a structured pipeline before execution.