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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.
36 lines
1.4 KiB
Markdown
36 lines
1.4 KiB
Markdown
# Weekly Growth Compass — YC's Startup = Growth Framework
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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.
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## Why Install This Skill
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When your agent loads this skill, it can **make growth the compass for every startup decision**. That means:
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- **Compute weekly growth rates** — single period or time-series data
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- **Benchmark against YC tiers** — 1% concerning, 5-7% good, 10%+ exceptional
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- **Project compound growth** — see where you'll be in a year at current trajectory
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- **Frame decisions** — "does this serve your target growth rate?" for every initiative
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- **Estimate doubling time** — how long to 2x, 10x, 100x at current growth
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## What You Get
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| Directory | Purpose |
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|-----------|---------|
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| `SKILL.md` | Framework explanation, YC benchmarks, full script usage |
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| `scripts/growth-compass.py` | Deterministic CLI calculator — Python 3.9+ with zero external dependencies |
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## Quick Start
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```bash
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python3 scripts/growth-compass.py --current 1000 --prior 950
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python3 scripts/growth-compass.py --series "1000,1050,1100,1150,1200"
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```
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## Triggers
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Load this when founders ask about growth rate, weekly growth, startup traction, metrics, or whether they're moving fast enough.
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## Requirements
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Python 3.9+ with standard library only (no external dependencies).
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