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Magnus Hedemark 738ec715e7 Add human-focused README.md to every skill and bundle directory

Each README is written for a human audience, explaining:
- What the skill does (not what format it follows)
- What benefit the user gets from installing it
- Quick setup and usage patterns
- When to load/trigger the skill
- What scripts, references, and templates it ships

data-scientist already had a README — left unchanged.

48 READMEs added across all skill and bundle directories.

2026-07-09 22:30:12 -04:00

1.4 KiB

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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).

1.4 KiB Raw Blame History