parameter-db-formatter

What problem does it solve?

It turns scattered or incomplete SP-STM parameter notes into a consistent, falsification-ready Parameter Database with required cross-material summaries and safety/validity guardrails.

Core Features & Use Cases

• Parameter Database formatting & validation: checks mandatory frontmatter, enforces module presence, and verifies enums like measurement_mode.
• Digital-twin parameter intelligence outputs: generates or validates a cross-material parameter quick table, an AI recommendation engine with success-rate confidence tied to sample size, a sensitivity boundary table, a failure-risk map linked to Issue records, and an append-only evolution log.
• Context safety via valid_under: blocks recommendations when the current experimental environment violates valid_under constraints and explains the mismatch.
• Creation from scratch: derives and generates a complete Parameter Database from user descriptions while forbidding fabrication of statistics and sample sizes.

Quick Start

Use the parameter-db-formatter skill to format an existing Parameter Database note by ensuring it has all required modules, tables, and context-valid recommendations.