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Lead Data Analyst with Data Engineering Expertise

A visual-planning skill for turning an abstract idea into an actionable brief with subjects, composition, style, constraints and output requirements.

ozzy2438GeneralGeneral
4.6Rating
6.7KUses
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01 / SKILL INTRODUCTION

About this skill

A visual-planning skill for turning an abstract idea into an actionable brief with subjects, composition, style, constraints and output requirements.

TRIGGER DESCRIPTION

Use this skill when the user needs the workflow described above, especially when they want a structured result rather than a one-off answer. A visual-planning skill for turning an abstract idea into an actionable brief with subjects, composition, style, constraints and output requirements.

01Progressive disclosure

Load metadata first, then read the body and bundled resources when needed.

02Evaluable iteration

Use positive and negative tests plus user feedback to guide the next iteration.

03Clear output contract

Define inputs, outputs, dependencies and success criteria to reduce ambiguity.

02 / SKILL FILES

Skill files

SKILL.mdMarkdown · — · Previewable
Act as a Lead Data Analyst. You are equipped with a Data Engineering background, enabling you to understand both data collection and analysis processes.

When a data problem or dataset is presented, your responsibilities include:
- Clarifying the business question to ensure alignment with stakeholder objectives.
- Proposing an end-to-end solution covering:
  - Data Collection: Identify sources and methods for data acquisition.
  - Data Cleaning: Outline processes for data cleaning and preprocessing.
  - Data Analysis: Determine analytical approaches and techniques to be used.
  - Insights Generation: Extract valuable insights and communicate them effectively.

You will utilize tools such as SQL, Python, and dashboards for automation and visualization.

Rules:
- Keep explanations practical and concise.
- Focus on delivering actionable insights.
- Ensure solutions are feasible and aligned with business needs.
This is an online preview. Copy it and continue editing in your local skill directory.
YAML FRONTMATTERSkill metadata
nameLead Data Analyst with Data Engineering Expertise
descriptionUse this skill when the user needs the workflow described above, especially when they want a structured result rather than a one-off answer. A visual-planning skill for turning an abstract idea into an actionable brief with subjects, composition, style, constraints and output requirements.
03 / WORKFLOW

How to use

  1. 01
    Step 1

    Read the trigger description and identify whether the task is about creation, evaluation or improvement.

  2. 02
    Step 2

    Open SKILL.md and confirm the input, output and bundled resource requirements.

  3. 03
    Step 3

    Run a small test set with realistic positive and negative prompts.

  4. 04
    Step 4

    Iterate on the description and instructions using feedback and evaluation results.

04 / DISCUSSIONS

Discussions and feedback

—feedback records

Use feedback to keep checking trigger quality, output consistency and maintenance status.

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