TraitMech

Generate a ROBOT-template METPO proposal that lifts TraitMech synthetic traits, causal-graph scaffolding, and schema-side controlled vocabularies into METPO classes and predicates. Use when a curator-minted `traitmech:NNNNNN` ID needs a METPO home, when a causal predicate (`CausalEdge.predicate_id`) has no upstream IRI, or when a TraitMech schema enum should become first-class METPO vocabulary.

Systematic gap-and-inconsistency audit for the TraitMech LinkML schema, the trait YAML corpus, and the scripts that generate them — produces a re-runnable validation harness, schema + writer audits, and a prioritized fix backlog. Invoke when you suspect schema drift, when records are silently failing validation, after a new seeder/migration pass, or whenever the user asks to "audit the schema", "find data quality issues", or similar.

TraitMech identifier policy and workflow — METPO-first by default, with a reserved `traitmech:NNNNNN` prefix for synthetic traits that aren't in METPO. Covers looking up the right ID, minting a fallback when needed, and validating ID hygiene across the corpus.

Find gaps between TraitMech's LinkML schema, its METPO-seeded trait YAMLs, and the seeder/causal-graph scripts that write them. Uses linkml-validate as ground truth and reports along three axes (schema / instances / process). Copy-paste runnable.