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outcome-hypothesis - Create or assess measurable outcome hypotheses

Creates or assesses evidence-grounded, falsifiable hypotheses about measurable business results, beneficiaries, timeframes, and validation indicators.

Tags

Updated: 2026-10-15

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Create outcome hypotheses
  • Assess supplied hypotheses
  • Gather supporting evidence
  • Classify measurement granularity
  • Score hypothesis readiness
  • Draft structured hypotheses
  • Validate hypothesis rules
  • Derive hypothesis confidence
  • Identify resolution gaps

Inputs

  • Context or artifact summary
  • Existing outcome hypothesis
  • Supporting evidence sources
  • Meeting records
  • Work-tracking data
  • Analytics data
  • Repository sources
  • Prior artifacts
  • Measurement indicators
  • Canonical caution text

Outputs

  • Outcome hypothesis document
  • Assessment findings table
  • Readiness scorecard
  • Readiness decision
  • Validation warnings
  • Resolution gaps
  • Confidence result
  • Discovery actions
  • Persisted hypothesis file

Requirements

  • Access to required instruction file
  • Access to readiness reference
  • Access to outcome template
  • Privacy Planner when required
  • Qualified privacy review when Planner unavailable

Source

  • Spec: SKILL.md

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outcome hypothesis
business outcomes
evidence assessment
falsifiability
measurement
readiness scoring
validation
Create outcome hypotheses
Assess supplied hypotheses
Gather supporting evidence
Classify measurement granularity
Context or artifact summary
Existing outcome hypothesis
Supporting evidence sources
Outcome hypothesis document
Assessment findings table
Readiness scorecard