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predictive-analytics

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Predict sprint outcomes & flow

Product & Management#sprint planning#forecasting#azure devops#prediction#monte-carlo#flow-metrics
Authorgonzalezpazmonica
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill addresses the uncertainty in project timelines and team performance by providing data-driven predictions and insights into workflow efficiency.

Core Features & Use Cases

  • Sprint Forecasting: Predicts sprint completion dates using Monte Carlo simulations based on historical velocity.
  • Flow Metrics Analysis: Calculates and interprets Flow Efficiency to identify bottlenecks.
  • WIP Aging Alerts: Monitors Work-In-Progress items to proactively flag potential blockers.
  • Throughput Trend Analysis: Identifies trends in completed work items per week using linear regression.
  • Use Case: A Product Owner can use this Skill to get a realistic estimate of when a set of features will be completed, allowing for better stakeholder communication and expectation management.

Quick Start

Use the predictive-analytics skill to forecast sprint completion dates based on historical velocity and remaining work.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: predictive-analytics
Download link: https://github.com/gonzalezpazmonica/pm-workspace/archive/main.zip#predictive-analytics

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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