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learningmatter-mit
Scripts for Wasserstein deconvolution of 1H NMR mixture spectra against reference spectra, reaction product prediction, time-series kinetics, and spectral plotting.
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Explore the skilllearningmatter-mit
Scripts for Wasserstein deconvolution of 1H NMR mixture spectra against reference spectra, reaction product prediction, time-series kinetics, and spectral plotting.
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Generate optimized natural language instructions for Business Central agents (Designer or SDK). Applies the Responsibilities-Guidelines-Instructions framework from skill…
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End-to-end workflow to create a coded Business Central agent using the Agent SDK. Orchestrates the 7 phases following the official Agent Template structure. Generates al…
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Generate optimized natural language instructions for Business Central agents (Designer or SDK). Applies the Responsibilities-Guidelines-Instructions framework from skill…
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Generate or update context.md file documenting project structure, architecture, and key patterns for AI assistants and developers. ALDC workflow (Copilot prompt al-conte…
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Create or revise the canonical AL technical specification through AL Spec Agent, preserving approved architecture and human approval. ALDC workflow (Copilot prompt al-sp…
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Agent SDK task integration patterns for Business Central. Triggers on: Agent Task Builder, Agent Task Message Builder, Public API, AssignTask, ExternalId, agent session…
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Calculate homolytic and heterolytic bond dissociation energies (BDEs) for all single bonds in a molecule using MLIPs with RDKit fragmentation.
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Predict 1H NMR spectra from SMILES strings via NMRdb.org SPINUS neural network prediction and nmrsim quantum mechanical spin simulation.
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Predict LC-MS/MS (MS2, tandem mass spectra) from SMILES via ICEBERG, a two-stage deep neural network. Outputs predicted m/z vs intensity spectrum, fragment ion SMILES, a…
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Generate transition state structures for chemical reactions using React-OT.
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Query multiple MOF databases (QMOF via MPContribs; ARC-MOF DB7/Majumdar et al. via Zenodo) and download CIF structures with optional element or identifier filters.
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Elimina patrones de escritura típicos de IA en textos en español de España para que suenen naturales y humanos. Aplica esta skill siempre que generes, edites o revises t…