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prompt-optimizer - Analyze and optimize prompts with ECC guidance

Analyzes raw prompts, identifies gaps, matches ECC components, and produces a ready-to-paste optimized prompt without executing the task.

Tags

Updated: 2026-10-01

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Analyze raw prompts
  • Detect user intent
  • Assess task scope
  • Detect project technology
  • Match ECC components
  • Identify missing context
  • Recommend workflows and models
  • Generate optimized prompts

Inputs

  • Raw prompt or task request
  • Working directory
  • Project files
  • CLAUDE.md conventions

Outputs

  • Prompt diagnosis
  • ECC component recommendations
  • Clarification questions
  • Optimized prompt

Requirements

  • Working-directory access for project detection

Source

  • Spec: SKILL.md

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prompt optimization
prompt engineering
ECC
developer workflow
requirements analysis
Analyze raw prompts
Detect user intent
Assess task scope
Detect project technology
Raw prompt or task request
Working directory
Project files
Prompt diagnosis
ECC component recommendations
Clarification questions