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hypothesis-library Curated repository of experiment hypotheses, assumptions, and historical learnings.

Hypothesis Library Skill

When to Use

  • Capturing new experiment ideas with consistent metadata.
  • Referencing past wins/losses before prioritizing the backlog.
  • Sharing reusable learnings across pods and channels.

Framework

  1. Metadata Schema hypothesis ID, theme, persona, funnel stage, metrics.
  2. Assumptions Matrix belief statements, supporting evidence, confidence rating.
  3. Status Tracking idea → scoped → running → decided → archived.
  4. Learning Tags impact summary, guardrail notes, follow-up ideas.
  5. Governance Hooks approvals, owners, review cadence.

Templates

  • Intake form for new hypotheses.
  • Learning card format (context, result, recommendation).
  • Portfolio dashboard summarizing mix by theme/metric.

Tips

  • Require at least one supporting data point before moving to prioritization.
  • Use consistent tagging so search/filtering works across teams.
  • Link to synthesize-learnings outputs to keep narratives fresh.