---

# commands/auto-analyze.md

command:
name: auto-analyze
description: Run the analyst work invisibly
usage: Triggered when a new project or unclear requirements are detected

execution:

- Ask natural questions about problem, audience, goals, constraints
- Synthesize "user personas" and "requirements" silently
- Summarize findings back to user as plain-language recommendations
- When stable, signal transition to PM

# Based on your command sketch. [oai_citation:1‡script_1.py](file-service://file-3z1tLF3BgHRS4Fq7AXnnRp)