me-b4

Score Reality, Order, Completeness, and Human Brief dimensions before coding.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/gapfDev/workflow --skill me-b4
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: me-b4
Source: https://github.com/gapfDev/workflow/tree/main/c1.2/.claude/skills/me-b4
Command: npx skills add https://github.com/gapfDev/workflow --skill me-b4

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

ME-B4 provides a concise readiness evaluation before coding to prevent misalignment and rework by explicitly measuring four dimensions: Reality, Order, Completeness, and Human Brief.

Core Features & Use Cases

  • Structured four-dimension readiness check for new coding tasks.
  • Useful for junior-to-senior developers to validate understanding and alignment.
  • Use Case: Before starting a feature, run ME-B4 to ensure you can explain the plan without logs.

Quick Start

Run a self-check that scores Reality, Order, Completeness, and Human Brief to confirm readiness before coding.

Frequently Asked Questions about me-b4

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

FAQPage Schema
What is a pre-code readiness check in software development?

A pre-code readiness check evaluates project alignment before development starts. It scores dimensions like Reality, Order, Completeness, and Human Brief to prevent misalignment and ensure developers can explain the plan without relying on logs.

How do I evaluate readiness before coding to prevent rework?

Evaluate readiness before coding by applying a structured rubric that scores Reality, Order, Completeness, and Human Brief dimensions. This explicit scoring confirms alignment on constraints and verification requirements, preventing rework.

When do I need to run a readiness check for a coding task?

You need to run a readiness check for a coding task when upfront alignment is critical. It is particularly useful before starting a new feature to validate your understanding and confirm you can explain the implementation plan clearly.

Can junior developers use structured readiness checks for feature development?

Yes, junior developers can use structured readiness checks for feature development. The four-dimension scoring helps junior-to-senior developers validate their understanding of constraints and alignment before writing code.

What's the best way to verify project alignment before starting development?

The best way to verify project alignment is scoring four dimensions: Reality, Order, Completeness, and Human Brief. This provides traceable decisions and an explicit rubric to confirm readiness for safe, clear work.

What are the limitations of using a readiness rubric for coding tasks?

A readiness rubric for coding tasks is limited to evaluating upfront alignment and constraints. It does not replace the actual coding process or ongoing quality-assurance testing, serving strictly as a pre-code validation step.