autoplan

Load predefined skills from disk and execute CEO, design, engineering, and DX reviews sequentially.

Updated May 11, 2026

Search Tags:#automation #design-review #engineering-review #review-pipeline #gstack #autoplan #decision-principles

Ready to run

npx skills add https://github.com/cloudofgeorge/AI-hands --skill autoplan-cloudofgeorge

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: autoplan
Source: https://github.com/cloudofgeorge/AI-hands/tree/main/skills/gstack/autoplan
Command: npx skills add https://github.com/cloudofgeorge/AI-hands --skill autoplan-cloudofgeorge

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates end-to-end CEO, design, engineering, and DX reviews by loading predefined skills from disk and executing them in a deterministic sequence with auto-decisions.

Core Features & Use Cases

Sequentially runs multiple embedded review skills (CEO, design, engineering, and DX) to produce a unified plan.
Applies six decision principles to reach automated outcomes, reducing manual review time.
Reads skill definitions from disk and surfaces the final decision in a single pass for fast iteration.

Quick Start

Invoke autoplan to run the full CEO, design, engineering, and DX reviews in sequence and produce an auto-decided plan.

Frequently Asked Questions about autoplan

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

FAQPage Schema

How do I automate engineering and design review pipelines?▼

Automate engineering and design review pipelines by sequentially executing predefined CEO, design, engineering, and DX review skills from disk to produce a unified, auto-decided plan.

What are decision principles in automated review workflows?▼

Decision principles in automated review workflows are six predefined rules applied sequentially across project planning, design critique, and implementation evaluation to drive finalized outcomes without manual intervention.

How do I run multiple review skills sequentially for project planning?▼

Run multiple review skills sequentially by loading predefined skill definitions from disk and executing them in a deterministic sequence, coordinating steps across CEO, design, engineering, and DX evaluations.

Can I auto-decide project plans across design and developer experience evaluations?▼

Auto-decide project plans across design and developer experience evaluations by running the full review pipeline in a single pass, applying six decision principles to generate a final automated outcome.

Does the automated review pipeline require external dependencies to execute?▼

The automated review pipeline requires no external dependencies to execute, relying solely on reading predefined skill definitions from disk and applying deterministic steps for fast iteration.

When should I avoid using an automated decision pipeline for implementation review?▼

Avoid using an automated decision pipeline for implementation review when manual oversight is required for subjective design critique or when deterministic auto-decisions cannot accommodate complex project constraints.