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hypothesis-generation
【数据与研究】Formulates evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating predictions, measurements, and preregistration-ready analysis plans. Used when turning observations or preliminary findings into transparent, testable research plans without treating hypotheses as facts.
hypothesis-generation
【数据与研究】Formulate evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating predictions, measurements, and preregistration-ready analysis plans. Use when turning observations or preliminary findings into transparent, testable research plans without treating hypotheses as facts.
theological-synthesis
【效率与协作】Integrate scriptural, traditional, and rational sources to formulate coherent theological positions, addressing doctrinal questions within systematic frameworks
hypothesis-gen
【数据与研究】Structured hypothesis generation workflow. Use when: user needs to formulate testable scientific hypotheses from observations, gaps, or preliminary data. NOT for: testing hypotheses or running experiments.
hypothesis-generation
【设计与创意】Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design experiments to test them. Follows scientific method framework. For open-ended ideation use scientific-brainstorming; for automated LLM-driven hypothesis tes…
discrete-diffusion-scaling-laws
【效率与协作】Reformulate discrete diffusion using signal-to-noise ratio for hybrid masked-uniform noise scheduling. Derive compute-optimal scaling laws through careful hyperparameter tuning, showing uniform diffusion scales more favorably in token-constrained settings than autoregressive models.
efficient-machine-unlearning
【效率与协作】Framework for efficient machine unlearning that reformulates forgetting as inverse learning. Achieves significant computational speedup by replacing expensive Hessian operations with gradient-based optimization, enabling privacy-preserving model updates.
f1-vla-understanding-generation-actions
【设计与创意】F1 is a 4.2B-parameter Vision-Language-Action model that reformulates robotic control as foresight-guided inverse dynamics. Rather than reactive state-to-action mappings, F1 predicts plausible future visual states and derives actions to achieve them, enabling robust planning in dynamic environments with 82.2% real-world task success rate.
formulate-herbal-remedy
【数据与研究】Prepare herbal remedies from Hildegard von Bingen's Physica. Covers plant identification, preparation methods (tinctures, poultices, infusions, decoctions), dosage guidance, contraindications, and safety review based on 12th-century medieval pharmacopeia. Use when needing an herbal remedy for a specific ailment using Hildegardian pharmacopeia, seekin…
formulate-herbal-remedy
【效率与协作】Kraeuterheilmittel nach Hildegard von Bingens Physica zubereiten. Umfasst Pflanzenbestimmung, Zubereitungsmethoden (Tinkturen, Umschlaege, Aufguesse, Abkochungen), Dosierungsanleitung, Kontraindikationen und Sicherheitspruefung basierend auf mittelalterlicher Pharmakopoe des 12. Jahrhunderts. Verwenden beim Benoetigen eines Kraeuterheilmittels fuer e…
formulate-herbal-remedy
【数据与研究】Prepare herbal remedies from Hildegard von Bingen's Physica. Covers plant identification, preparation methods (tinctures, poultices, infusions, decoctions), dosage guidance, contraindications, and safety review based on 12th-century medieval pharmacopeia. Use when needing an herbal remedy for a specific ailment using Hildegardian pharmacopeia, seekin…
formulate-herbal-remedy
【效率与协作】ヒルデガルト・フォン・ビンゲンのPhysicaからハーブ療法を調製する。植物の同定、 調製方法（チンキ剤、湿布、浸出液、煎じ薬）、用量ガイダンス、禁忌、12世紀の 中世薬局方に基づく安全性レビューを網羅する。ヒルデガルト薬局方を使用して 特定の疾患にハーブ療法が必要な時、調製方法と用量のガイダンスを求める時、 中世のハーブ医学を研究する時、またはヒルデガルトの植物の知恵をホリスティック ヘルスの実践に統合する時に使用する。
formulate-herbal-remedy
【数据与研究】Prepare herbal remedies from Hildegard von Bingen's Physica. Covers plant identification, preparation methods (tinctures, poultices, infusions, decoctions), dosage guidance, contraindications, and safety review based on 12th-century medieval pharmacopeia. Use when needing an herbal remedy for a specific ailment using Hildegardian pharmacopeia, seekin…
formulate-herbal-remedy
【数据与研究】Prepare herbal remedies from Hildegard von Bingen's Physica. Covers plant identification, preparation methods (tinctures, poultices, infusions, decoctions), dosage guidance, contraindications, and safety review based on 12th-century medieval pharmacopeia. Use when needing an herbal remedy for a specific ailment using Hildegardian pharmacopeia, seekin…
formulate-herbal-remedy
【数据与研究】Prepare herbal remedies from Hildegard von Bingen's Physica. Covers plant identification, preparation methods (tinctures, poultices, infusions, decoctions), dosage guidance, contraindications, and safety review based on 12th-century medieval pharmacopeia. Use when needing an herbal remedy for a specific ailment using Hildegardian pharmacopeia, seekin…
formulate-herbal-remedy
【数据与研究】Prepare herbal remedies from Hildegard von Bingen's Physica. Covers plant identification, preparation methods (tinctures, poultices, infusions, decoctions), dosage guidance, contraindications, and safety review based on 12th-century medieval pharmacopeia. Use when needing an herbal remedy for a specific ailment using Hildegardian pharmacopeia, seekin…
formulate-herbal-remedy
【数据与研究】Prepare herbal remedies from Hildegard von Bingen's Physica. Covers plant identification, preparation methods (tinctures, poultices, infusions, decoctions), dosage guidance, contraindications, and safety review based on 12th-century medieval pharmacopeia. Use when needing an herbal remedy for a specific ailment using Hildegardian pharmacopeia, seekin…
formulate-herbal-remedy
【数据与研究】Prepare herbal remedies from Hildegard von Bingen's Physica. Covers plant identification, preparation methods (tinctures, poultices, infusions, decoctions), dosage guidance, contraindications, and safety review based on 12th-century medieval pharmacopeia. Use when needing an herbal remedy for a specific ailment using Hildegardian pharmacopeia, seekin…