Examples Guide

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

Basic Usage

Construct and execute a compact study definition.

Requires: base install Runtime: short Teaches: study schema basics, condition materialization, run orchestration baseline

Monty Hall Simulation

Run a tiny randomized probability simulation with the core study API.

Requires: base install Runtime: short Teaches: reproducible RNG, condition-level simulation, summary artifact generation

DOE Capabilities

Generate and inspect multiple DOE strategies.

Requires: base install Runtime: short Teaches: design-type selection, condition-space control, DOE interpretation

Recipe Prompt Framing Run

Instantiate and execute a recipe-backed prompt-framing study.

Requires: base install (plus sibling packages for full execution) Runtime: medium Teaches: recipe configuration, checkpointed run flow, canonical artifact outputs

Recipe Optimization Benchmark Run

Run a recipe-configured optimization benchmarking study.

Requires: base install (plus sibling packages for full execution) Runtime: medium Teaches: benchmark study composition, replication control, analysis export path

Full Catalog

• Core Examples
  • Basic Usage
  • Monty Hall Simulation
  • Public API Walkthrough
• DOE Examples
  • DOE Capabilities
• Recipe Run Examples
  • Recipe Optimization Benchmark Run
  • Recipe Overview
  • Recipe Prompt Framing Run