phenoforge
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TDQS
Scored across 4 tools
Each tool occupies a distinct role: exact code lookup, hierarchy expansion, free-text concept search, and curated phenotype library lookup. Explicit cross-references such as 'not a search tool' and 'use this FIRST' make misselection unlikely.
All tool names follow a clear snake_case verb_noun pattern: lookup_concept, expand_hierarchy, search_concepts, find_curated_definition. The names are predictable and communicate their action on a target object.
Four tools is well-scoped for a narrow terminology and phenotype discovery server. Each tool maps to a distinct workflow step without redundancy or unnecessary bloat.
The core discovery workflows are covered: exact code lookup, free-text search, hierarchy expansion, and curated cohort lookup. Missing capabilities like ancestor navigation, batch lookup, or explicit concept set construction are workaround-able and do not severely undermine the stated purpose.