maister:metaprogram-classifier

What problem does it solve?

This Skill eliminates the guesswork behind communication breakdowns by identifying hidden NLP metaprograms — contextual cognitive filters that shape how people process information, make decisions, and interact — so you can adapt your messaging to match how others actually think, rather than how you assume they think.

Core Features & Use Cases

• Metaprogram Identification: Detects which of 7 core NLP metaprograms are active in any utterance, written message, or described behavior, with confidence scoring and evidence citations.
• Compound Pattern Detection: Recognizes combined cognitive patterns (e.g., detail-focused + difference-seeking, common in technical experts) to explain complex communication dynamics.
• Tailored Communication Strategies: Generates concrete, actionable advice on what to say, what to avoid, and opening phrase templates adapted to the other person's cognitive filters. Common use cases include resolving team communication friction, preparing for high-stakes conversations (like proposing architecture changes or negotiating project scope), and understanding why clear explanations fail to land with specific stakeholders.

Quick Start

Use the metaprogram-classifier skill to analyze the attached Slack message from your teammate and get specific, context-aware advice on how to respond to align with their communication style.