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run-analysis

Automate end-to-end analytical workflows from business questions to Marp slide decks.

Updated May 22, 2026
Search Tags:#root cause analysis#data validation#business intelligence#pipeline automation#slide deck generation#analysis orchestration#SWD charts
One-click install
npx skills add https://github.com/shekerkamma/peopletech-marketplace --skill run-analysis-shekerkamma
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: run-analysis
Source: https://github.com/shekerkamma/peopletech-marketplace/tree/main/plugins/ai-analyst/skills/ai-analyst/run-analysis
Command: npx skills add https://github.com/shekerkamma/peopletech-marketplace --skill run-analysis-shekerkamma

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Manually coordinating data exploration, analysis, validation, chart creation, and slide deck assembly for business questions is time-consuming, error-prone, and inconsistent. This Skill eliminates that friction by automating the entire end-to-end analytical workflow from initial question framing to a validated, presentation-ready deck with SWD-compliant charts.

Core Features & Use Cases

  • 18-Agent DAG Orchestration: Automatically coordinates specialized agents for framing, data exploration, root cause analysis, validation, opportunity sizing, storytelling, and deck creation with built-in parallelization and error recovery.
  • Validated, Polished Deliverables: Produces SWD-styled charts, validated analysis findings, and Marp slide decks with automated design reviews, checkpoint validation, and PDF/HTML export.
  • Use Case: If you need to answer "Why did Q3 enterprise customer activation drop 12%?" and deliver a stakeholder-ready presentation with data-backed findings and visualizations, this skill handles the full workflow without manual step coordination.

Quick Start

Use the run-analysis skill to answer the business question "Why did Q3 enterprise activation dropped 12%?" using the attached q3_enterprise_data.csv dataset and produce a full presentation deck with validated findings and charts.

Frequently Asked Questions about run-analysis

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

FAQPage Schema
How do I automate end-to-end data analysis and slide deck generation?▼

Automating end-to-end data analysis and slide deck generation is handled by orchestrating a pipeline from business question framing to validated findings and Marp deck delivery. This eliminates manual coordination of disparate analysis and presentation steps.

What is the best way to generate presentation-ready charts from raw business intelligence data?▼

Generating presentation-ready charts is achieved through automated SWD chart standard enforcement during the analysis pipeline. The workflow validates findings and applies SWD styling to ensure visualizations meet stakeholder decision-making requirements.

Can I use this skill for root cause analysis on enterprise customer data?▼

Yes, root cause analysis is a core capability applied to scenarios like investigating enterprise customer activation drops. The workflow orchestrates deep dive investigations and produces validated findings with data-backed visualizations.

Does the automated analysis workflow include data validation checkpoints?▼

Data validation is integrated through a 4-layer result validation system with automated quality checkpoints. This ensures analysis findings are validated before slide deck assembly and export.

How does analysis orchestration handle complex pipeline execution and error recovery?▼

Analysis orchestration uses DAG-based 18-agent coordination with built-in parallelization and error recovery. Specialized agents handle framing, data exploration, validation, storytelling, and deck creation automatically.

What slide deck formats are supported for exporting validated analysis findings?▼

Slide deck generation produces Marp-formatted presentations with automated design reviews and checkpoint validation. Decks can be exported to PDF and HTML formats for stakeholder delivery.

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