autoplan

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

Updated Mar 30, 2026
One-click install
npx skills add https://github.com/nhattran998/personal-athlete-agent --skill autoplan-nhattran998
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: autoplan
Source: https://github.com/nhattran998/personal-athlete-agent/tree/main/.agents/skills/gstack-autoplan
Command: npx skills add https://github.com/nhattran998/personal-athlete-agent --skill autoplan-nhattran998

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the end-to-end review workflow by reading the full CEO, design, eng, and DX review skills from disk and running 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. Use when asked to "auto review", "autoplan", "run all reviews", "review this plan automatically", or "make the decisions for me". Proactively suggest when the user has a plan file and wants to run the full review gauntlet without answering 15-30 intermediate questions. (gstack) Voice triggers (speech-to-text aliases): "auto plan", "automatic review".

Core Features & Use Cases

  • Orchestrates multi-skill reviews from disk in a deterministic sequence using six decision principles to reach a final plan.
  • Surfaces taste decisions such as close approaches, borderline scope, and codex disagreements at a final approval gate.
  • Provides a single command to produce a fully reviewed plan with minimal user input.
  • Proactively suggests actions when a plan file exists to accelerate the full review gauntlet.

Quick Start

Run the autoplan command to execute the full auto-review pipeline on your current plan.

Frequently Asked Questions about autoplan

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

FAQPage Schema
How do I run an automated plan review without answering intermediate questions?

To run an automated plan review without intermediate questions, you need a plan file on disk and execute the single autoplan command. It chains CEO, design, engineering, and DX assessments sequentially, applying decision principles to yield a final approved plan.

What is an auto-review pipeline for plan files?

An auto-review pipeline orchestrates multi-skill assessments across CEO, design, engineering, and DX domains sequentially. It applies six decision principles to process your plan file and surfaces nuanced taste decisions at a final approval gate.

Can I trigger proactive plan reviews when a file exists on disk?

Yes, you can trigger proactive plan reviews when a file exists on disk. The system detects the plan file and proactively suggests running the full review gauntlet, skipping 15 to 30 intermediate questions to accelerate approval.

How do final approval gates handle borderline scope and codex disagreements?

Final approval gates handle borderline scope and codex disagreements by surfacing them as taste decisions. The automated pipeline applies six decision principles first, then pauses at the gate for you to resolve nuanced choices.

Does the autoplan pipeline work with the gstack runtime?

Yes, the autoplan pipeline integrates with the gstack runtime to automate plan execution. It reads review skills from disk and orchestrates them within the gstack environment to produce a fully reviewed plan.

What are the limitations of automating design and engineering reviews sequentially?

Automating sequential reviews limits manual intervention during intermediate steps, constraining output to six decision principles. Complex plans with highly subjective design nuances may stall at the final approval gate requiring manual taste decisions.