growth-engine

1# Growth Engine
2 
3## Preamble (runs on skill start)
4 
5```bash
6# Version check (silent if up to date)
7python3 telemetry/version_check.py 2>/dev/null || true
8 
9# Telemetry opt-in (first run only, then remembers your choice)
10python3 telemetry/telemetry_init.py 2>/dev/null || true
11```
12 
13> **Privacy:** This skill logs usage locally to `~/.ai-marketing-skills/analytics/`. Remote telemetry is opt-in only. No code, file paths, or repo content is ever collected. See `telemetry/README.md`.
14 
15---
16 
17Autonomous growth experimentation framework based on Karpathy's autoresearch pattern applied to marketing. Creates experiments with hypotheses, logs data points, runs statistical analysis (bootstrap CI + Mann-Whitney U), auto-promotes winners to a living playbook, and suggests next experiments. Supports batch mode (up to 10 variants simultaneously).
18 
19## Usage
20 
21Use this skill when:
22- Creating or managing A/B or multivariate experiments for any marketing channel
23- Logging experiment data points after content is published or campaigns run
24- Scoring experiments to determine statistical winners
25- Checking the playbook for proven best practices before creating new content
26- Generating weekly scorecards across all channels
27- Monitoring campaign pacing and health
28 
29Do NOT use for:
30- One-off content creation (use the playbook output as input, but don't run the engine)
31- Non-experiment analytics or reporting
32- Campaign setup in external platforms (this tracks experiments, not campaign config)
33 
34## Commands
35…