user-segmentation-profiler

name	user-segmentation-profiler
description	Classifies the user into an ICP tier (beginner/builder/growth) based on experience, constraints, and goals. Run once per user session before any workflow.

Skill: user-segmentation-profiler

Purpose

Classify the user into one of three ICP tiers and capture their constraints so all subsequent skills can tailor their output and recommendations appropriately.

Input

• Conversation history or direct user answers about experience, budget, time, and goals.
• Optional: existing memory/user_profile.md (update if already exists)

Process

1. Ask the user about shipped apps (count, revenue, outcome).
2. Ask about available time per week and budget for ads/tools.
3. Ask about risk tolerance (need income vs. exploring).
4. Score against the tier rubric below.
5. Write output to memory/user_profile.md.

Tier Rubric

Tier	Criteria
beginner	No shipped apps, no audience, needs full guidance
builder	Some experience, weak GTM/validation skills
growth	Understands CAC/LTV, wants leverage and scale

Output

Write to memory/user_profile.md (merge with existing if present):

{
  "icp_tier": "beginner | builder | growth",
  "budget_constraint": "low | medium | high",
  "time_per_week_hours": 0,
  "risk_tolerance": "low | medium | high",
  "strategy_recommendations": []
}

Notes