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MCP AI Agent Guidelines

physics-analysis

Advancedworkflow

Mission

Section titled “Mission”

Apply QM/GR analogies with explicit translation, confidence tiers, and conventional fallbacks. Home base for all 30 physics skills.

When to Use

Section titled “When to Use”

Use when conventional code analysis tools are insufficient. Physics-inspired metaphors are appropriate for:

  • Quantum mechanics analogies: coupling, coverage, and style analysis
  • General relativity analogies: technical debt, module gravitational mass, and refactoring paths

NOT an entry point — always arrive here from another instruction (refactor, design, review, evaluate, research, debug).

Triggers: “QM/GR analysis”, “apply physics metaphors”, “spacetime debt”, “superposition of solutions”, “event horizon”, “arriving from refactor/design/review”

Skills Invoked

Section titled “Skills Invoked”

QM skills (15 total): qm-superposition-generator, qm-entanglement-mapper, qm-measurement-collapse, qm-tunneling-breakthrough, qm-wavefunction-coverage, qm-uncertainty-principle, qm-interference-pattern, qm-decoherence-shield, qm-basis-decomposition, qm-hamiltonian-optimizer, qm-path-integral, qm-density-matrix, qm-observable-extractor, qm-phase-kickback, qm-amplitude-amplifier

GR skills (15 total): gr-spacetime-debt-metric, gr-event-horizon-detector, gr-geodesic-refactor, gr-gravitational-lensing-tracer, gr-gravitational-wave-propagator, gr-frame-dragging-correction, gr-escape-velocity-calculator, gr-singularity-detector, gr-black-hole-evaporator, gr-metric-tensor, gr-redshift-analyser, gr-tidal-force-splitter, gr-wormhole-linker, gr-penrose-process, gr-hawking-decomposer

Orchestration Pattern

Section titled “Orchestration Pattern”
physics-analysis request
  1. Claude Sonnet 4.6   → primary physics analysis (selects relevant QM/GR skills)
  2. GPT-5.4             → back-translation to plain engineering language

Chain-To

Section titled “Chain-To”
  • code-review — review code informed by physics analysis
  • feature-implement — implement based on physics-guided design

Example

Section titled “Example”
{
  "request": "Arriving from refactor. The payment service shows signs of extreme coupling. Apply GR analysis."
}

Output: gr-spacetime-debt-metric score per module, gr-event-horizon-detector risk flags, gr-geodesic-refactor recommended path, and GPT-5.4 back-translation to actionable refactoring steps.