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prompt-optimizer

Analyze user prompt intent and missing details to generate an optimized ECC workflow prompt.

Updated May 4, 2026
Search Tags:#prompt optimization#acceptance criteria#intent detection#ECC workflow#code-review guidance#advisory prompting
One-click install
npx skills add https://github.com/gganbukim1/myskills --skill prompt-optimizer-gganbukim1
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prompt-optimizer
Source: https://github.com/gganbukim1/myskills/tree/main/prompt-optimizer
Command: npx skills add https://github.com/gganbukim1/myskills --skill prompt-optimizer-gganbukim1

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you improve confusing or incomplete prompts by turning them into clear, actionable instructions that fit the ECC workflow.

Core Features & Use Cases

  • Prompt intent + gap analysis: Diagnoses what the user is trying to achieve and flags missing critical details.
  • ECC ecosystem alignment: Matches the task to the most relevant commands/skills/agents (e.g., plan vs. refactor vs. verify) so the final prompt fits the right workflow.
  • Advisory-only optimized output: Produces a ready-to-paste prompt and explicitly avoids executing or performing the user’s task directly.

Quick Start

Optimize your draft prompt by asking: Optimize this prompt for ECC so it follows the correct workflow and includes clear acceptance criteria.

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 to include clear acceptance criteria and workflow stages?▼

Prompt optimization analyzes your draft's intent and missing details, mapping them to the correct workflow stages and generating a self-contained prompt with explicit acceptance criteria and verification steps.

What is the best way to rewrite unclear instructions for a plan, verify, and code-review orchestration?▼

Rewriting unclear instructions involves diagnosing task intent and aligning the request with plan, verify, and code-review style orchestration, producing an optimized, ready-to-paste prompt with safety boundaries.

Can I use prompt optimization to align my request with specific ECC workflow components?▼

Yes, prompt optimization matches your task to relevant ECC ecosystem components, ensuring the final prompt fits the correct workflow by mapping intent to the appropriate commands, skills, or agents.

Does the optimized prompt execute my task directly or just provide advisory prompting?▼

The optimized prompt remains advisory-only, explicitly avoiding executing or performing the user's task directly and instead outputting a self-contained prompt with workflow stages and verification steps.

How does intent detection and gap analysis improve prompt quality?▼

Intent detection and gap analysis improve prompt quality by diagnosing what you are trying to achieve and flagging missing critical details, which are then structured into explicit workflow stages and safety boundaries.

What limitations should I expect when turning a draft prompt into a runnable best prompt?▼

The limitation is that the output is advisory-only; it generates a ready-to-paste, self-contained optimized prompt with verification steps but does not execute or perform the user's actual task directly.

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