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.