physicist-analyst

What it does

The skill instructs the agent to analyze events with a physics-informed lens, applying fundamental laws (conservation of energy, momentum, mass; thermodynamics; relativity), quantitative modeling, dimensional analysis, and systems dynamics. It aims to understand causation, evaluate constraints, assess technological feasibility, analyze energy systems, and identify physical limits that govern complex systems. It emphasizes evaluating energy flows, efficiency limits, physical feasibility, scaling behavior, and emergent properties.

How it works

The agent is guided to use multiple physical frameworks as structured analyses:

• Classical mechanics and conservation laws to compare before/after states, assess collisions, trajectories, and energy/momentum transfer.
• Thermodynamics and energy to evaluate efficiency, entropy changes, Carnot limits, and energy quality in processes.
• Electromagnetism to analyze electrical systems, energy transmission, and EM principles for devices and communications.
• Quantum mechanics to recognize when atomic/particle-scale limitations matter for materials, semiconductors, and emerging technologies.
• Relativity to account for high-speed or gravitation-affected contexts (e.g., GPS, high-energy systems).
• Statistical mechanics and complex systems to understand emergent behavior, scaling, network effects, and nonlinear dynamics.

It promotes quantitative modeling, dimensional analysis, and careful distinction between physical limits and engineering/economic challenges, ensuring any conclusions are grounded in the stated physical principles.

When to use it

Use for energy systems analysis, technology feasibility assessments, complex systems dynamics, climate physics, infrastructure and engineering considerations, information and computation limits, and identifying physical constraints on proposed solutions. It covers building mathematical models grounded in physical principles and applying dimensional analysis for scaling insights.

What it can touch

The skill references tools and methods aligned with physical analysis: conservation laws, thermodynamics, EM theory, quantum concepts, relativity, and dimensional analysis. It instructs the agent to perform quantitative modeling and scaling analyses, and to consider the applicability of various frameworks to the problem at hand.

Caveats

It articulates fundamental physical laws as hard constraints (e.g., conservation, thermodynamic limits) and emphasizes the need for precise quantification and explicit assumptions. It notes that models are simplifications and that applicability may be limited by scale or regime (classical vs. quantum, non-relativistic vs. relativistic). The license is MIT, but no additional risk or operational caveats are stated beyond these scientific caveats.