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autoplan

Orchestrate CEO, design, engineering, and DX reviews from disk into an auditable plan.

1|Updated Apr 8, 2026
Search Tags:#automation#pipeline#engineering#code-review#design-review#autoplan#auto-review
One-click install
npx skills add https://github.com/martin-hsu-test/gstack-gemini-slim --skill autoplan-martin-hsu-test
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: autoplan
Source: https://github.com/martin-hsu-test/gstack-gemini-slim/tree/main/.gemini/skills/gstack-autoplan
Command: npx skills add https://github.com/martin-hsu-test/gstack-gemini-slim --skill autoplan-martin-hsu-test

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates end-to-end auto-review by orchestrating the CEO, design, engineering, and DX reviews from disk. This enables a fully automated, auditable evaluation chain and reduces context-switching for teams.

Core Features & Use Cases

  • Auto-coordinates CEO, design, engineering, and DX reviews from disk into a single, fully reviewed plan.
  • Surfaces decisions using the six decision principles with a final approval gate.
  • Ideal for teams that want repeatable, auditable review workflows with minimal manual prompting.

Quick Start

Invoke the full auto-review pipeline with one command to produce a complete, reviewed 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 from disk?▼

An automated auto-review pipeline orchestrates CEO, design, engineering, and DX reviews directly from disk. It coordinates these workflows into a single reviewed plan, applying decision principles and a final approval gate to decide what to ship without manual QA.

What is the best way to reduce context-switching during engineering and design reviews?▼

Reducing context-switching during engineering and design reviews is achieved by orchestrating an automated evaluation chain. This coordinates multiple review perspectives from disk into one auditable plan, eliminating the need for manual prompting between review stages.

How does an automated approval gate decide what to ship in a software engineering pipeline?▼

An automated approval gate decides what to ship by applying six decision principles to the coordinated review results. It surfaces bottlenecks and tradeoffs from the auto-review process, generating logs that enable post-mortems and iterative improvements.

Can I use an automated auto-review pipeline for projects requiring auditable evaluation workflows?▼

Yes, an auto-review pipeline is ideal for projects requiring auditable evaluation workflows. It automates the review orchestration from disk and produces logs, ensuring repeatable, fully auditable assessments with minimal manual intervention.

Do I need manual QA if I run an automated auto-review pipeline?▼

No, manual QA is not required when running an automated auto-review pipeline. The pipeline orchestrates CEO, design, engineering, and DX reviews automatically, surfacing tradeoffs and applying a final approval gate to determine what ships.

Why does autoplan surface bottlenecks and tradeoffs during the review process?▼

Autoplan surfaces bottlenecks and tradeoffs to provide an auditable evaluation chain. By applying decision principles and a final approval gate, it ensures transparent shipping decisions and generates logs that enable post-mortems and iterative improvements.

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