autoplan

Orchestrate sequential CEO, design, eng, and DX plan reviews with deterministic auto-decisions.

1|Updated Apr 26, 2026

Search Tags:#workflow #product-management #plan-review #multi-domain #autoplan #decision-principles

Ready to run

npx skills add https://github.com/tblakex01/conductor-playground --skill autoplan-tblakex01

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: autoplan
Source: https://github.com/tblakex01/conductor-playground/tree/main/.claude/skills/gstack/autoplan
Command: npx skills add https://github.com/tblakex01/conductor-playground --skill autoplan-tblakex01

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Auto-review pipeline — reads CEO, design, eng, and DX review inputs from disk and runs them sequentially with deterministic auto-decisions, surfacing taste decisions at the final gate to speed up plan approval.

Core Features & Use Cases

Sequential, end-to-end plan evaluation across multiple domains to deliver a ready-to-ship plan.
Deterministic decision-making using a defined set of principles to reduce human back-and-forth.
Surface trade-off signals (close approaches, scope boundaries, codex disagreements) to aid quick consensus.
One-command activation that yields a fully reviewed plan with minimal user intervention.

Quick Start

Kick off the autoplan workflow on the current plan file to generate a fully reviewed, auto-decided plan.

Frequently Asked Questions about autoplan

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

FAQPage Schema

How do I automate plan review across multiple domains like design and engineering?▼

Automated plan review orchestrates CEO, design, eng, and DX assessments sequentially with deterministic auto-decisions to generate a ready-to-ship plan. It applies six decision principles to reduce human back-and-forth and speed up approvals.

What is the best way to surface trade-offs and disagreements during a plan review?▼

Surfacing trade-offs during plan review requires a final-gate disclosure step that highlights close approaches, scope boundaries, and codex disagreements. This helps teams quickly identify taste decisions and reach consensus on surfaced risks.

Can I run a multi-domain plan evaluation with a single command?▼

Yes, multi-domain plan evaluation can be activated with one command to process existing review inputs from disk. It sequentially runs evaluations across domains to deliver a fully reviewed and auto-decided plan with minimal user intervention.

Does automated plan gating require manual intervention for every decision?▼

No, automated plan gating uses deterministic decision-making based on a defined set of six principles to handle most decisions automatically. It only surfaces taste decisions at the final gate for human review.

When do I need deterministic auto-decisions for product management workflows?▼

Deterministic auto-decisions are needed for product management workflows requiring fast gating and risk framing across multiple domains. They enforce sequential execution to reduce human back-and-forth during planning sessions.