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autoplan

Load CEO, design, and engineering skills to produce a finalized plan.

Updated Mar 23, 2026
Search Tags:#automation#plan#code-review#gstack#autoplan#decision-principles
One-click install
npx skills add https://github.com/fray-cloud/coin --skill autoplan-fray-cloud
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: autoplan
Source: https://github.com/fray-cloud/coin/tree/main/.claude/skills/gstack/autoplan
Command: npx skills add https://github.com/fray-cloud/coin --skill autoplan-fray-cloud

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates end-to-end review workflows by loading CEO, design, and engineering skills from disk and applying six decision principles to produce a finalized plan.

Core Features & Use Cases

  • Orchestrates CEO, design, and engineering reviews end-to-end, applying the six decision principles to converge on a validated plan.
  • Auto-decides intermediate questions while surfacing taste decisions at the final gate.
  • Supports a single-command workflow to produce a fully reviewed plan from a rough outline.

Quick Start

Run the autoplan command to execute the full auto-review pipeline.

Frequently Asked Questions about autoplan

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

FAQPage Schema
How do I automate end-to-end plan reviews across engineering and design teams?▼

Automated end-to-end plan reviews orchestrate CEO, design, and engineering evaluations by loading skill files from disk and applying six decision principles to output a validated final plan.

What is an auto-review pipeline for converting rough outlines into finalized plans?▼

An auto-review pipeline loads specific decision principles from disk, auto-decides intermediate workflow steps, and surfaces taste-based decisions at the final gate to finalize a rough plan.

How do I execute the full auto-review pipeline using a single command?▼

Execute the full auto-review pipeline by running a single command, which triggers the orchestration of CEO, design, and engineering skill files to produce a fully reviewed plan.

Does the auto-review workflow require deterministic input files on disk?▼

Yes, the auto-review workflow requires deterministic input from skill files stored on disk to correctly orchestrate the multi-context engineering and design reviews.

When should I use automated decision principles for plan validation?▼

Use automated decision principles when finalizing plans that require multi-stage engineering, design, and CEO approvals, allowing the system to auto-decide intermediate steps while surfacing subjective taste decisions.

What are the limitations of automating plan validation with a single command?▼

Automation limitations include reliance on deterministic input from disk files and the inability to automatically finalize subjective taste decisions, which must be surfaced at the final gate.

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