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• Ref DownloaderBatch-downloads the academic PDFs cited by a paper or a list.
• Stars We PreferLists preferred stars for celestial navigation and astronomy reference.
• Team DeliverablesOutputs templates for multi-agent teams.
• ParallelWeb search, content extraction, deep research, data enrichment, entity discovery, and.
• Code Layout Evaluation PrinciplesEvaluate code layout quality based on accuracy, consistency, readability.
• Prompt DesignDesigns production prompts with clear instructions and well-chosen examples.
• Cliptalk Content ExtractorLocates and assembles source passages matching a semantic request.
• Cliptalk Delivery QcChecks a finished video render for decode errors, black frames, silence, and loudness.