qm-schrodinger-picture
Domain: qm · Model class: strong
Description
Section titled “Description”Use this skill when you need to predict how a codebase will evolve in the future based on its historical embedding trajectory. Trigger phrases include: “predict future code state”, “Schrödinger evolution of codebase”, “extrapolate code trajectory”, “what will the codebase look like in N steps”, “time evolution of code embedding”, “forecast architectural drift”. This skill applies a linear evolution operator estimated from snapshots to predict future states. Do NOT use when historical snapshots are fewer than 2 or the evolution is highly nonlinear.
Purpose
Section titled “Purpose”Track how a codebase’s embedding vector evolves across historical snapshots and predict future states by applying a linear evolution operator estimated from the most recent pair of snapshots. This mirrors the Schrödinger picture in quantum mechanics, where the state vector |ψ(t)⟩ carries all time dependence while operators remain fixed. The trajectory drift (L2 distance between consecutive states) quantifies how fast the codebase is changing.
Trigger Phrases
Section titled “Trigger Phrases”- “qm-schrodinger-picture”
Anti-Triggers
Section titled “Anti-Triggers”None defined.
Intake Questions
Section titled “Intake Questions”- Apply the qm-schrodinger-picture skill to the user request.
Output Contract
Section titled “Output Contract”- physics metaphor output
- plain-language engineering translation
- confidence and limitation notes
- recommended engineering action
Related Skills
Section titled “Related Skills”None