mip-modeling-expert
Use when formulating mixed integer programming (MIP) models, handling discontinuous variables, modeling logical constraints (either-or, conditional), or linearizing nonlinear terms
Use when formulating mixed integer programming (MIP) models, handling discontinuous variables, modeling logical constraints (either-or, conditional), or linearizing nonlinear terms
SDD state tracking - phases, gates, lanes, and state.md structure
Analyze target competitive landscape including existing drugs, pipeline companies, differentiation opportunities, and market maturity assessment. Keywords: target competition, landscape, differentiation, pipeline analysis, market share
Target safety assessment including known toxicities, essentiality, and off-target concerns. Use for early safety risk evaluation and target selection. Keywords: target safety, toxicity, essential gene, knockout, safety risks
Heme/Onc consultant: Rapid clinical decision support for hematology and oncology with multi-level analysis. Provides immediate guidance followed by deep adversarial validation, tumor board simulation with multiple specialties, evidence-based research, and risk-benefit analysis. Use for diagnostic dilemmas, treatment planning, complex cases, or when uncertain about clinical decisions in hematology/oncology.
Use when working with MOSFET similarity calculations - comparing MOSFET MPNs, understanding N-channel/P-channel matching, equivalent groups like IRF530/STF530, or MOSFET-specific similarity logic.
Use when solving overdetermined algebraic/ODE/PDE systems with the CRACK package in REDUCE, especially for Lie symmetry determining equations; covers crack() usage, dependency declarations, batch vs interactive control, and interpreting solutions and case splits.
Use this skill when analyzing EnergyPlus IDF building energy models, including QA/QC validation, HVAC topology analysis, ECM testing, or running simulations. Supports fast validation without Docker (direct parsing) and comprehensive analysis with MCP tools when needed. Handles Windows path formats, environment detection, and intelligent method selection. (project)
Query chemical compound data from CAS Common Chemistry API. Use when retrieving chemical information by compound name, CAS Registry Number, SMILES, or InChI. Provides molecular properties (formula, mass, structure), physical properties (boiling/melting point, density), structure images (SVG), and data exports. Covers ~500,000 common substances.
步進式推導工作流。觸發詞:推導, derive, 組合公式, 建立模型。
Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP, H&P, discharge summaries). Full support with templates, regulatory compliance (HIPAA, FDA, ICH-GCP), and validation tools.
Access and analyze comprehensive drug information from the DrugBank database including drug properties, interactions, targets, pathways, chemical structures, and pharmacology data. This skill should be used when working with pharmaceutical data, drug discovery research, pharmacology studies, drug-drug interaction analysis, target identification, chemical similarity searches, ADMET predictions, or any task requiring detailed drug and drug target information from DrugBank.
Use when working with op-amp similarity calculations - comparing op-amp MPNs, understanding single/dual/quad configurations, equivalent families like LM358/MC1458, or op-amp-specific similarity logic.
Use this skill when working with OpenStudio 3.10 .osm models to adjust HVAC systems, equipment, thermal zones, schedules, or constructions, then run simulations to validate changes. Handles applying existing measures, running CLI simulations, and saving versioned model files. Delegates to diagnosing-energy-models for simulation failures and writing-openstudio-model-measures for custom measure creation. Includes BCL measure search and download.
ProTek Devices MPN encoding patterns, TVS diode and ESD protection decoding, and handler guidance. Use when working with ProTek circuit protection components (TVS, GBLC, PSM, ULC, SMD series).
Search COMSOL Multiphysics documentation. Use when asked about COMSOL, mesh refinement, boundary conditions, solvers, physics interfaces, FEM simulation, or COMSOL error messages.