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.