expert-engine

Load RPD-based cognitive engine with domain-specific expert modules for structured analysis.

51|6|Updated Apr 2, 2026
One-click install
npx skills add https://github.com/AskRoundtable/expert-skills --skill expert-engine
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: expert-engine
Source: https://github.com/AskRoundtable/expert-skills/tree/main/skills/expert-engine
Command: npx skills add https://github.com/AskRoundtable/expert-skills --skill expert-engine

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Expert Thinking Engine provides a cognitive framework based on Gary Klein's Recognition-Primed Decision (RPD) model to enable structured expert-level analysis of decisions, problems, or situations.

Core Features & Use Cases

  • RPD-based pattern recognition and mental simulation to guide decision making
  • Seamless integration with domain-specific expert modules (expert-munger, expert-feynman, etc.) to tailor analysis
  • Use cases include complex decisions, strategy reviews, and operational dilemmas in fast-moving environments

Quick Start

Load this skill with a compatible expert module to begin structured analysis.

Frequently Asked Questions about expert-engine

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

FAQPage Schema
What is recognition-primed decision making and how does it apply to complex situations?

Recognition-primed decision (RPD) making uses pattern recognition and mental simulation to evaluate complex situations, enabling experts to rapidly assess strategic choices and operational dilemmas without exhaustive option comparison.

How do I use mental simulation to evaluate risky strategic projects?

You apply mental simulation by loading a domain-specific expert module into the RPD cognitive engine, which then structures your analysis through a six-step process to surface reasoning and evaluate risks for strategic projects.

Does this RPD analysis engine require domain-specific expert modules to function?

Yes, the RPD analysis engine requires loading compatible domain-specific expert modules to tailor the cognitive framework to your specific field, ensuring the structured analysis fits your operational dilemmas or strategic choices.

What is the best way to structure expert thinking for operational dilemmas in fast-moving environments?

The best way to structure expert thinking for operational dilemmas is applying the RPD model, which leverages cognitive frameworks to guide decision making through pattern recognition rather than traditional analytical comparisons.

Can I integrate expert-munger and expert-feynman modules with this cognitive framework?

Yes, the cognitive engine seamlessly integrates with companion expert modules like expert-munger and expert-feynman, allowing you to load domain-specific frameworks to tailor the structured analysis to your specific decision-making context.

When should I not use recognition-primed decision models for problem analysis?

You should not use recognition-primed decision models when facing novel problems lacking recognizable patterns, as the RPD framework relies on the decision maker's ability to rapidly recognize cues and leverage past experiences for mental simulation.