Examples

The examples in this repository are runnable research-oriented scripts. They are designed to show not only API usage, but how the library fits into realistic experimental workflows. Each example lists dependencies, expected scope, and the primary concept it demonstrates.

Featured Examples

Peanut Sheller Packet

Load and render a citation-linked ideation prompt packet.

Requires: base install Runtime: short Teaches: text-problem loading, prompt rendering, metadata inspection

Laptop Design Decision

Evaluate a structured decision task with explicit criteria.

Requires: base install Runtime: short Teaches: decision problem contracts, evaluator output interpretation

Pill Problem Optimization

Solve a constrained optimization benchmark from the packaged catalog.

Requires: base install Runtime: short Teaches: optimization interfaces, feasibility checks, objective interpretation

Planar Truss Span Grammar

Step through a constructive grammar-based truss design task.

Requires: grammar Runtime: short to medium Teaches: state transitions, action enumeration, grammar workflow structure

Build123d Parametric Mounting Bracket

Run an MCP-backed CAD-style task with external execution.

Requires: mcp,cad Runtime: medium Teaches: MCP task wrapping, external backend interaction, CAD workflow integration