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prompt-optimizer

Analyze draft prompts and output copy-paste ready optimized prompts with workflow steps.

Updated Mar 21, 2026
Search Tags:#workflow#planning#documentation#optimization#prompt-engineering#prompt#ECC
One-click install
npx skills add https://github.com/hieuck/Pro5ChromeManager --skill prompt-optimizer-hieuck
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prompt-optimizer
Source: https://github.com/hieuck/Pro5ChromeManager/tree/main/skills/prompt-optimizer
Command: npx skills add https://github.com/hieuck/Pro5ChromeManager --skill prompt-optimizer-hieuck

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Prompt Optimizer analyzes a draft prompt, critiques it, matches it to ECC ecosystem components (skills, commands, agents, hooks), and outputs a complete optimized prompt that the user can paste and run. Advisory role only — it does not execute the task itself.

Core Features & Use Cases

  • Advisory only: never executes tasks; focuses on guidance and optimization.
  • 6-phase pipeline: project detection, intent detection, scope assessment, ECC component matching, missing context detection, and workflow/model recommendations.
  • Context-aware: detects project context from the prompt and environment to tailor the optimized prompt.
  • Output guarantees: provides a full, copy-paste ready prompt with explicit acceptance criteria, verification steps, and scope boundaries.
  • Supports multi-language triggers (English and Chinese) for trigger phrases and examples.
  • Useful in planning, research, and documentation prompts to improve clarity and guardrails.

Quick Start

Paste your draft prompt and I will return a complete optimized ECC-friendly prompt ready to paste.

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 feature planning and research workflows?▼

You can refine a draft prompt by pasting it into the tool, which analyzes the intent, matches it to ECC ecosystem components, and outputs a complete prompt with explicit workflow steps, acceptance criteria, and scope boundaries.

What is prompt engineering optimization and how does it handle project context?▼

Prompt engineering optimization analyzes draft prompts and adapts them to your project context using project-detection heuristics, ensuring the output prompt is self-contained and tailored to your specific planning or research environment.

Can I use this prompt optimizer to generate prompts with acceptance criteria and verification steps?▼

Yes, the prompt optimizer generates a complete, copy-paste ready prompt that explicitly includes acceptance criteria, verification steps, and scope boundaries to ensure your feature planning or documentation task has guardrails.

Does the prompt optimizer execute the planned tasks or generate documentation itself?▼

No, the prompt optimizer serves an advisory role only and never executes tasks; it focuses solely on analyzing your draft and providing a paste-ready, optimized prompt for you to run yourself.

What is the best way to refine prompts for the ECC ecosystem?▼

The best way to refine prompts for the ECC ecosystem is to use a 6-phase pipeline that assesses scope, detects missing context, and matches requirements to ECC skills, commands, agents, and hooks before outputting the final prompt.

Are there limitations when using prompt optimization for multi-language workflows?▼

A known limitation is that multi-language support is currently limited to English and Chinese trigger phrases and examples, which may affect optimization accuracy for prompts drafted entirely in other languages.

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