https://yanmingyu.r-universe.devRecent package updates in yanmingyuR-universehttps://github.com/yanmingyu.pnghttps://yanmingyu.r-universe.devWed, 21 Oct 2026 14:00:56 GMTyanmingyunmt@gmail.com (Jaime Yan)Translates Pinnacle 21 (P21)-style ADaM (Analysis Data Model) specifications into executable 'admiral' code with validation comments. An LLM (large language model, optional, via 'ellmer') maps each spec variable's free-text derivation onto a closed vocabulary of derivation layers (a structured JSON intermediate representation (IR)); a deterministic compiler renders the IR into 'admiral'/'metatools' code with 'CHECK' validation comments and writes provenance sidecars. Ships with a zero-dependency rule-based classifier as baseline and fallback; the LLM never writes R code directly and all model output is validated against the closed vocabulary before use. The specification structure follows the CDISC (Clinical Data Interchange Standards Consortium) Analysis Data Model standard <https://www.cdisc.org/standards/foundational/adam>.https://github.com/r-universe/yanmingyu92/actions/runs/39647758962Wed, 21 Oct 2026 14:00:56 GMTadmiralagent0.1.1successhttps://yanmingyu92.r-universe.devhttps://github.com/yanmingyu92/admiralagentadmiralagent.Rmdadmiralagent.htmladmiralagent: Spec-to-ADaM with LLM-Translated Layers2026-09-30 14:15:482026-10-21 14:00:56