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Create learning paths for programming tools, and define what information should be researched to create learning guides. Use when user asks to learn, understand, or get started with any programming tool, library, or framework.
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SOC 職業分類に基づく
| name | learning-a-tool |
| description | Create learning paths for programming tools, and define what information should be researched to create learning guides. Use when user asks to learn, understand, or get started with any programming tool, library, or framework. |
Create comprehensive learning paths for programming tools.
Gather information from three sources. Research each source independently, then aggregate findings.
Organize content into progressive levels. references/progressive-learning.md is the source of truth.
You MUST create exactly 5 levels in this order:
Do NOT merge, skip, or rename levels. Each level's content requirements are defined in the reference file.
Generate the learning path folder.
Create the folder in the current working directory (./learning-{tool-name}/) containing:
learning-{tool-name}/
├── README.md # Overview and how to use this learning path
├── resources.md # All links organized by source (official, community)
├── learning-path.md # Main content following the five levels
└── code-examples/ # Runnable code for each section
├── 01-hello-world/
├── 02-core-concepts/
└── 03-patterns/
Analyze weekly marketing campaign performance data across channels. Use when analyzing multi-channel digital marketing data to calculate funnel metrics (CTR, CVR) and compare to benchmarks, compute cost and revenue efficiency metrics (ROAS, CPA, Net Profit), or get budget reallocation recommendations based on performance rules.
Analyze weekly marketing campaign performance data across channels. Use when analyzing multi-channel digital marketing data to calculate funnel metrics (CTR, CVR) and compare to benchmarks, compute cost and revenue efficiency metrics (ROAS, CPA, Net Profit), or get budget reallocation recommendations based on performance rules.
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Generate educational practice questions from lecture notes to test student understanding. Use when users request practice questions, exam preparation materials, study guides, or assessment items based on lecture content.
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