analysis-design-spec

Name: analysis-design-spec
Availability: InStock
Author: ai-analyst-lab

Embed a pre-defined analysis design into ask-question and run-analysis pipelines.

21|11|Updated Mar 15, 2026

Search Tags:#automation #workflow #planning #data-analysis #hypothesis #question-framing #analysis-design

Ready to run

npx skills add https://github.com/ai-analyst-lab/ai-analyst-plugin --skill analysis-design-spec

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: analysis-design-spec
Source: https://github.com/ai-analyst-lab/ai-analyst-plugin/tree/main/skills/analysis-design-spec
Command: npx skills add https://github.com/ai-analyst-lab/ai-analyst-plugin --skill analysis-design-spec

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Establishes a clear analysis plan before writing queries. This functionality is built into the ask-question and run-analysis skill. Do NOT invoke analysis-design-spec separately — use ask-question and run-analysis instead, which includes these instructions inline.

Core Features & Use Cases

The core functionality of analysis-design-spec is embedded in the ask-question and run-analysis workflow; when these triggers run, they automatically handle the planning steps that the standalone spec used to perform.

Quick Start

Ask a data question and run analysis; the embedded analysis-design spec will be applied automatically.

Frequently Asked Questions about analysis-design-spec

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I plan an analysis workflow before running data queries?▼

You plan an analysis workflow by using the ask-question and run-analysis pipelines, which automatically embed a pre-defined analysis design to structure hypothesis framing and query execution before any data is queried.

Why do I need a structured analysis design for data exploration?▼

You need a structured analysis design for data exploration to establish a clear plan before writing queries, enforcing structured reasoning and proper hypothesis framing throughout the ask-question and run-analysis workflows.

Can I use the analysis-design-spec skill as a standalone tool?▼

No, you cannot use the analysis-design-spec skill as a standalone tool. It is designed to be applied automatically within the ask-question and run-analysis pipelines and prevents standalone invocation to ensure integrated workflow enforcement.

What is the best way to frame hypotheses for a data analysis pipeline?▼

The best way to frame hypotheses for a data analysis pipeline is by triggering the ask-question and run-analysis workflows, which automatically apply the embedded analysis design spec to handle planning steps and enforce structured reasoning.

How do I start using the embedded analysis design spec?▼

To start using the embedded analysis design spec, simply ask a data question and run analysis through the designated pipelines. The planning steps and structured analysis design will be applied automatically without requiring separate invocation.