Growth engine

Skill LazyIsEfficient/agentic-os/.claude/skills/growth-engine

Agentic Framework for Modern Development

Install

npx -y skills add LazyIsEfficient/agentic-os --skill growth-engine

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Autonomous growth experimentation framework: 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. Use when asked to run growth experiments, analyze A/B tests, build experiment scorecards, or generate pacing alerts. For SEO-specific experiments see seo-ops; for outbound experiments see outbound-engine.

SKILL.md

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Growth Engine

Autonomous 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).

Core Rules

Always check the playbook before creating new content — apply proven best practices first.
Winner threshold: p < 0.05 AND ≥ 15% lift. Winners auto-promote to the playbook.
Use batch mode (--batch-mode) for 3-10 variant tests.
Run scripts/pacing-alert.py to monitor campaign health; exit code 1 = alerts present.
Do not run this engine for one-off content creation — apply playbook output directly instead.

References