prediction-hypothesis-engine

Official

Maximize iteration speed and learning velocity with hypothesis-driven experimentation.

AuthorGGsLATAM
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill streamlines the process of managing and iterating on experiments, ensuring faster decision-making and learning cycles for rapid product development.

Core Features & Use Cases

  • Hypothesis Tracking: Systematically create, track, and analyze hypotheses against actual outcomes.
  • Pendulum Framework Integration: Utilize a two-column tracker for Hypothesis and Measured results.
  • Cycle Management: Execute the Hypothesis→Measure→Change cycle for continuous improvement.
  • Threshold-Based Decision Making: Set clear kill thresholds to rapidly pivot or continue experiments.
  • Data-Driven Decisions: Support data-driven decisions by tracking key metrics and learning outcomes.
  • Use Case: For a SaaS product, quickly iterate on feature improvements by setting hypotheses, measuring outcomes, and making informed decisions based on data.

Quick Start

Activate the prediction-hypothesis-engine skill by mentioning "Experiments" or "hypotheses" and trigger it with the /prediction-hypothesis-engine command.

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: prediction-hypothesis-engine
Download link: https://github.com/GGsLATAM/atomic-scaling-os/archive/main.zip#prediction-hypothesis-engine

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