prediction-hypothesis-engine
OfficialMaximize iteration speed and learning velocity with hypothesis-driven experimentation.
Product & Management#product development#experimentation#hypothesis tracking#data-driven decisions#iteration speed
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 requiredComponents
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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