digital-health-clinical-asr-setup
Handles Stage 1 of the Clinical ASR Flywheel. Covers NVCF and MW disclosure, NVIDIA_API_KEY verification, dependency installation, and TTS and ASR smoke tests.
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Find your next superpower If you are an agent, refer to our llms.txt for full access.Handles Stage 1 of the Clinical ASR Flywheel. Covers NVCF and MW disclosure, NVIDIA_API_KEY verification, dependency installation, and TTS and ASR smoke tests.
Creates custom menus, triggers, dialogs, sidebars, email batches, PDF exports, and external API integrations. Supports scheduled workflows and actions driven by sheet edits, form submissions, email, or webhooks.
Queries 18 scholarly APIs for literature, identifiers, abstracts, open-access PDFs, citation graphs, and author publications. Also covers deposited research records, institution identifiers, biomedical annotations, and journal access status with reproducible provenance.
Defines what to post and why through content ideas, topic clusters, pillars, and content mix. Supports overall social media strategy and planning.
Creates and updates tests for Vue components, composables, and Pinia stores. Covers createTestingPinia mocking and Vue Test Utils patterns, emphasizing black-box assertions over implementation details.
Covers ManimGL's OpenGL-based animation workflows, including InteractiveScene, Tex coloring, camera frames, interactive mode, and checkpoint_paste(). Applies to the 3Blue1Brown version using manimlib imports.
Applies Strunk's writing principles to prose intended for human readers. Covers documentation, commit messages, error messages, explanations, reports, and UI text.
Handles Stage 2 of the Clinical ASR Flywheel: clinical term curation, IPA tagging, and NeMo manifest synthesis. Scoring is handled separately.
Handles Stage 4 of the Clinical ASR Flywheel when priority KER exceeds 0.3. Runs stock NeMo supervised fine-tuning on Parakeet TDT v2 and offline reevaluation for the next cycle, excluding generic word boosting.
Evaluates surface design against the underlying product design layers. Covers vocabulary, object consistency, completeness, feedback, hierarchy, and accessibility.
Reviews Swift concurrency usage and resolves compiler errors, actor isolation warnings, and data race diagnostics. Applies Sendable conformance and @MainActor annotations and migrates completion handlers to async/await.
Runs top-level fusion search over archived VSS video and ingests video files or RTSP streams into search. Excludes ad hoc visual questions, live captioning, video summaries, and reports.
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