ReliaSim

Public ReliaSim walkthrough — eight reference scenarios across two curriculum tracks (Constraint-Level and LEDS-Level). Two kinds of tool: (1) VERIFIED-REFERENCE tools (find_bottleneck, get_chapter_facts, get_chapter_narrative, run_gain_loss, run_buffer_tradeoff, compare_chapters, explain_concept) return canonical numbers transcribed from real dys-cli engine runs against authoritative .aidos models — including specific tradeoff figures like 'b3: CT +23.7% vs LEDS +64.2%'; this surface teaches the framework, it doesn't simulate your line data. (2) run_showcase (present only when the live engine is wired in) runs the real ReliaSim engine LIVE for parameters you choose and returns its verbatim run envelope — real output for that exact configuration, NOT a canonical reference number. ANTI-FABRICATION (IMPORTANT FOR ASSISTANT BEHAVIOR): quote every returned number VERBATIM; do not round, estimate, average, or compute derived figures from training-data recall. Keep the two contracts di