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activation-analysis

Diagnose activation bottlenecks across Setup, Aha, and Habit stages.

20|4|Updated Oct 4, 2025
Search Tags:#onboarding#setup#activation#retention#cohort-analysis#habit#aha
One-click install
npx skills add https://github.com/coalesce-labs/catalyst --skill activation-analysis
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: activation-analysis
Source: https://github.com/coalesce-labs/catalyst/tree/main/plugins/pm/skills/activation-analysis
Command: npx skills add https://github.com/coalesce-labs/catalyst --skill activation-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Identify and diagnose activation bottlenecks across Setup → Aha → Habit to improve onboarding effectiveness.

Core Features & Use Cases

  • Diagnostics across Setup, Aha, and Habit with data-driven bottleneck identification.
  • Cohort analysis and time-to-value tracking to prioritize improvements.
  • Deliverables include activation analysis reports and updated onboarding PRDs.

Quick Start

Run the /activation-analysis command with your product details and onboarding data to generate an activation diagnostic plan.

Frequently Asked Questions about activation-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I diagnose activation bottlenecks in my SaaS onboarding flow?▼

Activation bottlenecks occur when users drop off between Setup, Aha, and Habit stages during onboarding. Cohort analysis and time-to-value tracking pinpoint these drop-off points to prioritize improvements in early value moments.

What is the Setup to Aha to Habit framework for user onboarding?▼

The Setup to Aha to Habit framework segments user onboarding into initial configuration, first value realization, and routine behavior formation. Segmenting activation into these stages reveals friction points and guides retention improvements.

How do I use cohort analysis to improve user activation and retention?▼

Cohort analysis groups users by signup timeframe to track activation stage progression. Comparing time-to-value metrics across cohorts highlights onboarding friction patterns to prioritize product changes that boost retention.

What data do I need to perform an activation analysis for my product?▼

Activation analysis requires defined activation stages, measurable metrics for each stage, and accessible data sources. A validation plan for proposed changes is also required to generate a diagnostic report and updated onboarding PRD.

How do I identify the Aha moment in my SaaS product onboarding?▼

Identify the Aha moment by analyzing onboarding data to find the specific user action correlated with long-term retention. Mapping this against Setup and Habit stages validates it as the core early value realization point.

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