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outcome-hypothesis - Frame and assess evidence-grounded outcome hypotheses

Creates or assesses falsifiable business outcome hypotheses with measurable beneficiaries, timeframes, and leading and lagging indicators.

Tags

Updated: 2026-10-15
outcome hypothesisbusiness outcomesevidence assessmentmeasurementvalidationprivacy

Capabilities

Create falsifiable outcome hypothesesAssess hypothesis readinessScore evidence across D1-D7Validate rules OH.0-OH.13

Typical Inputs

Context artifact or summaryCreate or assess modeExisting hypothesis or outcome document

Typical Outputs

D1-D7 readiness scorecardReadiness decisionOutcome hypothesis document

What this skill does

  • Create falsifiable outcome hypotheses
  • Assess hypothesis readiness
  • Score evidence across D1-D7
  • Validate rules OH.0-OH.13
  • Derive confidence from evidence
  • Identify measurement and privacy gaps

Inputs

  • Context artifact or summary
  • Create or assess mode
  • Existing hypothesis or outcome document
  • Supporting evidence sources
  • Meeting, work-tracking, analytics, repository, and prior-artifact sources

Outputs

  • D1-D7 readiness scorecard
  • Readiness decision
  • Outcome hypothesis document
  • Assessment findings table
  • Validation warnings and resolution gaps
  • Canonical caution block
  • Persisted outcome-hypothesis file

Requirements

  • Access to disclaimer-language.instructions.md
  • Access to readiness-and-validation.md
  • Access to outcome-hypothesis.md template
  • Privacy Planner or qualified privacy review for individual-level personal or sensitive data
  • Write access to the confirmed persistence destination

Source

  • Spec: SKILL.md

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