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magnus919_agent-skills/yc-weekly-growth-compass

Weekly Growth Compass — YC's Startup = Growth Framework

Paul Graham's "Startup = Growth" framework as an operational weekly practice. Computes growth rates, benchmarks against YC tiers, and frames every decision through the growth compass.

Why Install This Skill

When your agent loads this skill, it can make growth the compass for every startup decision. That means:

  • Compute weekly growth rates — single period or time-series data
  • Benchmark against YC tiers — 1% concerning, 5-7% good, 10%+ exceptional
  • Project compound growth — see where you'll be in a year at current trajectory
  • Frame decisions — "does this serve your target growth rate?" for every initiative
  • Estimate doubling time — how long to 2x, 10x, 100x at current growth

What You Get

Directory Purpose
SKILL.md Framework explanation, YC benchmarks, full script usage
scripts/growth-compass.py Deterministic CLI calculator — Python 3.9+ with zero external dependencies

Quick Start

python3 scripts/growth-compass.py --current 1000 --prior 950
python3 scripts/growth-compass.py --series "1000,1050,1100,1150,1200"

Triggers

Load this when founders ask about growth rate, weekly growth, startup traction, metrics, or whether they're moving fast enough.

Requirements

Python 3.9+ with standard library only (no external dependencies).