reframe

Name: reframe
Availability: InStock
Author: solitasroh

Validate complex problems before PDCA planning using a 5-phase, 21-question challenge protocol.

2|1|Updated Mar 22, 2026

Search Tags:#domain-detection #reframe #pre-mortem #pdca #mece #problem-validation #assumption-mapping

Ready to run

npx skills add https://github.com/solitasroh/mcukit --skill reframe-solitasroh

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: reframe
Source: https://github.com/solitasroh/mcukit/tree/main/skills/reframe
Command: npx skills add https://github.com/solitasroh/mcukit --skill reframe-solitasroh

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Reframe provides a disciplined, phase-driven approach to validate complex feature problems before entering PDCA planning, reducing risk and misalignment.

Core Features & Use Cases

Structured problem framing across five phases
Domain-aware evaluation: MCU/MPU/WPF contexts
Pre-mortem, assumption mapping, and MECE guidance to shape plan

Quick Start

Invoke /reframe <feature> to start the problem validation flow before PDCA planning.

Frequently Asked Questions about reframe

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

FAQPage Schema

How do I validate complex problem framing before starting PDCA planning?▼

You validate complex problems before PDCA planning by applying a structured 5-phase, 21-question challenge protocol that guides problem framing, demand reality, pre-mortem, assumption mapping, and MECE decomposition.

What is assumption mapping and how does it reduce risk in feature scoping?▼

Assumption mapping reduces risk in feature scoping by identifying and evaluating underlying hypotheses before development. It operates within a structured validation workflow to ensure outputs align with PDCA planning.

Can I use MECE decomposition for ambiguity-rich scenarios in MCU and WPF development?▼

Yes, you can use MECE decomposition for ambiguity-rich scenarios in MCU, MPU, and WPF development. The validation protocol applies domain-aware evaluation to ensure structured decomposition aligns with feature scoping.

How do I run a pre-mortem analysis for a new feature idea?▼

You run a pre-mortem analysis for a new feature idea by invoking the validation flow, which integrates pre-mortem considerations alongside assumption mapping and MECE decomposition to anticipate failures before PDCA planning.

When should I use a structured problem validation protocol instead of direct PDCA planning?▼

You should use a structured problem validation protocol instead of direct PDCA planning when facing ambiguity-rich scenarios or complex MCU, MPU, and WPF feature ideas that require disciplined problem framing and assumption mapping to reduce misalignment.