autoplan

Run CEO, design, and engineering reviews sequentially with automatic decisions.

Updated Apr 3, 2026
One-click install
npx skills add https://github.com/Intension-us/attention-diagnostic --skill autoplan-intension-us
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: autoplan
Source: https://github.com/Intension-us/attention-diagnostic/tree/main/.claude/skills/gstack/autoplan
Command: npx skills add https://github.com/Intension-us/attention-diagnostic --skill autoplan-intension-us

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

  • Single-command auto-review: Runs CEO, design, and eng reviews end-to-end with auto-decisions.
  • Automatic gating: Surfaces taste decisions and final approval, reducing manual QA.
  • Proactive planning: Orchestrates multi-skill pipelines to deliver a fully reviewed plan with minimal user input.

Quick Start

To kick off, invoke the autoplan command to generate and publish a complete plan from disk-stored review skills.

Frequently Asked Questions about autoplan

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

FAQPage Schema
How do I automate plan review to reduce manual QA?

Automate plan review by running CEO, design, and engineering review skills sequentially with auto-decisions. This single-command pipeline applies six decision principles to surface borderline taste decisions at a final approval gate, returning a fully reviewed plan while reducing manual QA overhead.

What is an auto-review pipeline for engineering plans?

An auto-review pipeline orchestrates multiple review skills from disk to evaluate a complete plan end-to-end. It sequentially executes CEO, design, and engineering reviews with automatic decisions, proactively surfacing close approaches and borderline scope choices at a final approval gate for user confirmation.

How do I run a full plan auto-review with a single command?

Run a full plan auto-review by invoking the autoplan command, which reads the required CEO, design, and engineering review skills from disk. It executes them sequentially with auto-decisions and applies six decision principles to deliver a fully reviewed plan output.

Can I surface borderline taste decisions automatically during plan review?

Yes, you can surface borderline taste decisions automatically by applying six decision principles during the sequential review process. The pipeline detects close approaches, borderline scope, and codex disagreements, presenting them at a final approval gate for manual confirmation.

Does auto-review work without manual input for the entire plan?

Auto-review runs CEO, design, and engineering reviews sequentially with auto-decisions using minimal user input. However, it proactively surfaces taste decisions and final approval requirements at a designated gate, ensuring critical borderline choices still receive human review before the plan finalizes.

When should I use an automated review pipeline instead of manual checks?

Use an automated review pipeline when you need to process full plans end-to-end and save manual QA time. It is designed to auto-decide standard review criteria while intentionally surfacing only borderline taste decisions and scope disagreements for final human approval.