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⚡ Agent workflow

Hypothesis Tester

Metrics dropped. Find out why.

Debug metrics drops with first principles. Generate competing hypotheses, evaluate evidence, get next steps.

Time Saved

2 hrs → 15 min

Compared to doing it manually

Framework

First Principles Analysis

Research-backed methodology

The Problem

Conversion dropped 15% last week. You need to figure out why, but investigating every possible cause takes 2+ hours and you still miss things.

How This Workflow Works

You provide inputs

Competitors, interviews, research data, etc.

Lead spawns 3 teammates

Each teammate gets a specialized task

1
2
3

⚡ Agent team: Each teammate works autonomously on their specialized task

Lead synthesizes findings

Cross-references, deduplicates, and structures the report

Complete report

Ready for stakeholders, no rework needed

Skills Powered by This Workflow

This workflow chains together 3 PM skills:

Funnel Analyzer

Data

/funnel-analyzer

Experiment Designer

Data

/experiment-designer

A/B Test Designer

Data

/ab-test-designer

What You Get

  • ✓Competing hypotheses for the metric change
  • ✓Evidence evaluation for each hypothesis
  • ✓First principles breakdown
  • ✓Recommended investigation steps
  • ✓Experiment design to confirm root cause

How to use this workflow

  1. 1Get the PM Operating System ($499) to access this workflow
  2. 2Add the workflow file to your .claude/workflows/ folder in your project
  3. 3Describe your task to Claude — the workflow will automatically coordinate the work

Best For

Metrics debuggingRoot cause analysisPerformance investigationsA/B test post-mortemsIncident reviews
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