autoplan

Orchestrate CEO, design, and engineering reviews into a final plan.

Updated Feb 27, 2026

Search Tags:#automation #planning #orchestration #code-review #design-review #review-pipeline #autoplan

Ready to run

npx skills add https://github.com/zhifengzhang-sz/divine-book --skill autoplan-zhifengzhang-sz

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: autoplan
Source: https://github.com/zhifengzhang-sz/divine-book/tree/main/.claude/skills/gstack/autoplan
Command: npx skills add https://github.com/zhifengzhang-sz/divine-book --skill autoplan-zhifengzhang-sz

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Auto-review pipeline — reads the full CEO, design, and eng review skills from disk and runs them sequentially with auto-decisions using 6 decision principles. Surfaces taste decisions (close approaches, borderline scope, codex disagreements) at a final approval gate. One command, fully reviewed plan out.

Core Features & Use Cases

Orchestrates CEO, design, and engineering reviews using six decision principles to surface taste decisions at a final approval gate.
Runs a single, fully reviewed plan through the entire workflow without manual step-by-step prompts.
Reads skill definitions from disk and applies them to generate a cohesive plan for the team.

Quick Start

Run /autoplan to execute the full CEO, design, and eng review pipeline on the current plan.

Frequently Asked Questions about autoplan

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

FAQPage Schema

How do I automate an end-to-end code and design review pipeline?▼

Automating an end-to-end review pipeline involves orchestrating CEO, design, and engineering reviews sequentially. This skill applies six decision principles to auto-process plans and surface taste decisions at a final approval gate.

What is the best way to run a fully reviewed plan without manual step-by-step prompts?▼

Running a fully reviewed plan without manual prompts requires a single command that reads skill definitions from disk. It coordinates the entire workflow across local definitions and the gstack runtime to output a ready-to-execute plan.

How does the six-principle decision framework work in review orchestration?▼

The six-principle decision framework in review orchestration determines plan direction and surfaces rationales automatically. It evaluates close approaches, borderline scope, and codex disagreements, presenting these taste decisions at a final approval gate.

Can I use local skill definitions with the gstack runtime for plan orchestration?▼

Yes, local skill definitions work with the gstack runtime for plan orchestration. The process reads CEO, design, and engineering skills directly from disk and applies them to generate a cohesive, ready-to-execute team plan.

Do I need any external dependencies to orchestrate a full review pipeline?▼

No external dependencies are required to orchestrate a full review pipeline. The orchestration operates entirely using local skill definitions stored on disk alongside the gstack runtime environment.

When should I use an automated review orchestration pipeline instead of manual reviews?▼

Automated review orchestration is ideal when you need to process full plans rapidly without manual prompting. It surfaces borderline scope and taste decisions at a final gate, reducing friction while maintaining review quality.