autoplan

Orchestrates CEO, design, eng, and DX reviews into a single automated pipeline.

Updated Apr 5, 2026

Search Tags:#automation #workflow #planning #review #ai-agent #gstack

Ready to run

npx skills add https://github.com/rahmanayon/beehive --skill autoplan-rahmanayon

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: autoplan
Source: https://github.com/rahmanayon/beehive/tree/main/.claude/skills/gstack/autoplan
Command: npx skills add https://github.com/rahmanayon/beehive --skill autoplan-rahmanayon

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates end-to-end plan reviews by orchestrating CEO, design, eng, and DX skills with auto-decisions, eliminating manual gating and drift in the review process.

Core Features & Use Cases

Orchestrates multi-skill reviews in a deterministic sequence to ensure consistent outcomes.
Applies six decision principles to surface final taste decisions and flag potential gaps.
Supports on-disk skill pipelines and provides a single-command workflow for teams to ship reviewed plans.
Enables proactive validation by running the full pipeline with minimal user interaction.

Quick Start

Run autoplan to execute the full auto-review pipeline across CEO, design, eng, and DX reviews with a single command.

Frequently Asked Questions about autoplan

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

FAQPage Schema

How do I automate multi-role plan reviews in a single workflow?▼

Multi-role plan review automation orchestrates CEO, design, eng, and DX review skills sequentially from disk, applying six decision principles to surface final taste decisions and flag gaps with a single command.

What is the best way to eliminate manual gating during plan validation?▼

Automated plan validation eliminates manual gating by running a deterministic, on-disk skill pipeline that executes multi-role reviews and applies auto-decisions to proactively surface final taste decisions.

Can I run proactive plan validation with minimal user interaction?▼

Yes, proactive plan validation runs the full review pipeline across CEO, design, eng, and DX skills with minimal user interaction, driven by a single command to ensure consistent outcomes.

How does an auto-review orchestration pipeline handle decision drift?▼

Auto-review orchestration handles decision drift by running multi-skill reviews in a deterministic sequence and applying six decision principles at a final approval gate to surface taste decisions.

Do I need on-disk skill pipelines to use automated review orchestration?▼

Yes, automated review orchestration integrates with on-disk skill pipelines, reading the full set of reviews from disk to sequentially execute multi-role validations and enable proactive plan checks.

Why does automated plan review require multiple specialized review skills?▼

Automated plan review requires multiple specialized skills to cover CEO, design, eng, and DX perspectives, ensuring comprehensive validation and surfacing final taste decisions through sequential execution.