autoplan

Execute CEO, design, eng, and DX review workflows sequentially from disk.

4|2|Updated Mar 29, 2026
One-click install
npx skills add https://github.com/florianhorner/mammamiradio --skill autoplan-florianhorner
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: autoplan
Source: https://github.com/florianhorner/mammamiradio/tree/main/.claude/skills/gstack/autoplan
Command: npx skills add https://github.com/florianhorner/mammamiradio --skill autoplan-florianhorner

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Auto-run the end-to-end review pipeline across CEO, design, eng, and DX to remove manual handoffs and speed decisions.

Core Features & Use Cases

  • Orchestrates multiple domain reviews in sequence with automated decision logic.
  • Surfaces final-gate insights such as near-scope decisions and risk flags to guide approvals.
  • Use Case: when you want a single command to produce a fully reviewed plan from disk for fast shipping.

Quick Start

Run autoplan to execute the full review gauntlet and produce a ready-to-ship plan.

Frequently Asked Questions about autoplan

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate design and engineering review workflows for project planning?

You can automate review workflows by running a single command that sequentially executes CEO, design, eng, and DX reviews. This removes manual handoffs and produces a fully reviewed plan from disk for fast shipping.

What is a sequential review pipeline for product planning and when do I need it?

A sequential review pipeline automates domain-specific evaluations across CEO, design, eng, and DX to gate decisions. You need it when manual handoffs slow down approvals and you want a single command to finalize a reviewed plan.

How do I run an automated review gauntlet to produce a ready-to-ship plan?

Run the autoplan trigger to execute the full review gauntlet automatically. It processes plans from disk, applies decision-principle gating, and surfaces taste decisions and risk flags at the final approval gate.

Can I surface taste decisions and risk flags during automated planning reviews?

Yes, the automated planning pipeline surfaces final-gate insights such as near-scope decisions and risk flags. This guides final approvals by highlighting subjective taste decisions before shipping.

Does automated workflow planning require any external dependencies?

No, automated workflow planning requires no external dependencies to run the review pipeline. It operates as a standalone command that reads plans from disk and executes domain reviews sequentially.

What are the limitations of using a single command for end-to-end review automation?

The single-command review automation executes sequentially across all domains, meaning later reviews wait for earlier ones. It gates on six decision principles and surfaces taste decisions, which still require human judgment at the final approval step.