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Jamkris
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prompt-optimizer

Analyze raw prompts and generate paste-ready optimized prompts for ECC components.

86|21|Updated Feb 9, 2026
Search Tags:#planning#analysis#Gemini#optimize#prompt#ECC
One-click install
npx skills add https://github.com/Jamkris/everything-gemini-code --skill prompt-optimizer-jamkris
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prompt-optimizer
Source: https://github.com/Jamkris/everything-gemini-code/tree/main/skills/prompt-optimizer
Command: npx skills add https://github.com/Jamkris/everything-gemini-code --skill prompt-optimizer-jamkris

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyze raw prompts, identify intent and gaps, match ECC components (skills/commands/agents/hooks), and output a ready-to-paste optimized prompt. Advisory role only — never executes the task itself.

Core Features & Use Cases

  • Analyzes prompts and proposes optimized prompt versions
  • Maps to ECC components: skills, commands, agents, hooks
  • Provides a paste-ready prompt for the Gemini CLI workflow

Quick Start

Input a draft prompt and receive an optimized, paste-ready version tailored for ECC.

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 Gemini CLI workflows?▼

To optimize a draft prompt for Gemini CLI workflows, input the raw text to identify intent and gaps, and receive a paste-ready optimized prompt mapped to ECC components like skills, commands, agents, and hooks.

What is an ECC component in prompt planning and analysis?▼

An ECC component in prompt planning and analysis refers to structural elements like skills, commands, agents, and hooks that map to standard workflow commands such as /egc-plan, /egc-tdd, and /egc-verify for deployment.

Can I analyze and optimize Chinese prompts with this approach?▼

Yes, you can analyze and optimize Chinese prompts alongside English ones. The analysis identifies intent and maps the text to ECC elements, outputting a paste-ready prompt for the Gemini CLI workflow.

Does the optimized prompt execute the task directly in the workflow?▼

No, the optimized prompt does not execute the task directly. It serves an advisory role only, delivering structured metadata and usage guidelines to ensure the result is paste-ready for immediate manual deployment.

What are the limitations of using an advisory prompt optimizer?▼

The limitation of an advisory prompt optimizer is that it never executes the task itself, meaning users must manually deploy the paste-ready output through standard workflow commands like /egc-plan and /egc-verify.

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