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Source channel @githubtrending · Post #15538 · Mar 3

#other The Agency offers 51 specialized AI agents across engineering, design, marketing, product, testing, and more, each with unique personalities, workflows, and code examples for tasks like building apps or running campaigns. Copy them to your Claude setup for instant use. This transforms your work by automating repetitive tasks, boosting efficiency by 30-50%, cutting errors and costs, and letting you scale projects fast without hiring—freeing time for creative, high-value goals. https://github.com/msitarzewski/agency-agents

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@CryptoM · Post #64744 · 04/09/2026, 05:34 PM

🚀 AI TRENDS | Google Cloud AI's PaperOrchestra Enhances Manuscript Quality Google Cloud AI researchers have introduced PaperOrchestra, a system designed to improve the quality of literature reviews and manuscript formatting. According to NS3.AI, human evaluations revealed that PaperOrchestra achieved a 50%-68% win-rate margin in literature review quality compared to autonomous baselines. The system employs five specialized agents to manage tasks such as organizing raw materials, generating figures, reviewing literature, and formatting manuscripts. To evaluate the effectiveness of PaperOrchestra, researchers developed PaperWritingBench, a framework built from 200 top-tier AI conference papers. This framework demonstrated a 14%-38% improvement in overall manuscript quality, showcasing the potential of PaperOrchestra in enhancing academic writing processes. #AI#GoogleCloudAI#PaperOrchestra#ManuscriptQuality#LiteratureReview#AcademicWriting#AIAgents#ResearchTools#PaperWritingBench