autoplan

Load CEO, design, and eng review skills from disk and apply decision principles to produce a reviewed plan.

Updated Mar 15, 2026
One-click install
npx skills add https://github.com/lachieh/babytalk --skill autoplan-lachieh
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: autoplan
Source: https://github.com/lachieh/babytalk/tree/main/.claude/skills/gstack/autoplan
Command: npx skills add https://github.com/lachieh/babytalk --skill autoplan-lachieh

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Auto-review pipelines save teams time by loading CEO, design, and eng review skills from disk and applying deterministic rules to reach a final, fully reviewed plan without manual back-and-forth.

Core Features & Use Cases

  • Automated end-to-end plan reviews: reads the full CEO, design, and eng skills and runs them sequentially with auto-decisions.
  • Transparent final gate: surfaces taste decisions (close approaches, borderline scope, codex disagreements) for clear approvals.
  • Proactive, single-command execution: trigger the entire review gauntlet with one command and obtain a ready-to-merge plan.

Quick Start

Run the autoplan command to generate a fully reviewed plan from existing skill definitions.

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 plan review pipeline?

To automate an end-to-end plan review pipeline, you can run a single command that sequentially executes CEO, design, and eng review skills loaded from disk to produce a fully reviewed plan.

What is an auto-review pipeline for software projects?

An auto-review pipeline for software projects is a deterministic process that loads review skills from disk and applies decision principles to reach a final plan without manual back-and-forth.

How does the final approval gate handle borderline scope decisions?

The final approval gate surfaces taste decisions for borderline scope, close approaches, and disagreements, requiring explicit approval before the reviewed plan is finalized.

Can I execute the CEO, design, and eng review skills sequentially with one command?

Yes, you can trigger the entire review gauntlet sequentially with one command, which auto-applies six decision principles to drive decisions across the loaded skills.

Do I need existing on-disk skill definitions to run an automated review pipeline?

Yes, the automated review pipeline reads existing on-disk skill definitions for CEO, design, and eng reviews to execute its sequential auto-decision process.

Are there limitations to using deterministic rules for plan reviews?

Deterministic rules automate most decisions, but the pipeline explicitly surfaces taste decisions like close approaches and codex disagreements at the final gate to prevent fully automatic merges of borderline plans.