mechinterp-cluster-mapper
Analyze relationships across multiple SAE features - co-activation patterns, shared drivers, and subsystem identification
semiconductor
Use when working with discrete semiconductor components - diodes, transistors, MOSFETs, IGBTs. Includes adding patterns, parsing MPNs, extracting voltage/current ratings, and package codes.
target-validation
Comprehensive target validation assessing druggability, disease association strength, tractability, and competitive landscape. Use for go/no-go decisions on target selection. Keywords: target validation, druggability, tractability, disease association, genetic validation
nipponchemicon
Nippon Chemi-Con MPN encoding patterns, suffix decoding, and handler guidance. Use when working with Nippon Chemi-Con aluminum electrolytic and polymer capacitors.
similarity-mcu
Use when working with MCU/microcontroller similarity calculations - comparing microcontroller MPNs, understanding family/series/feature matching, or MCU-specific similarity logic.
clinicaltrials-database
Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching.
structure-search
Structure-based similarity search and scaffold analysis for drug discovery. Use for lead hopping, scaffold morphing, and chemical space exploration. Keywords: similarity search, scaffold hopping, chemical space, fingerprint, Tanimoto
similarity-connector
Use when working with connector similarity calculations - comparing connector MPNs, understanding pin count/pitch/family matching, or connector-specific similarity logic.
mip-modeling-expert
Use when formulating mixed integer programming (MIP) models, handling discontinuous variables, modeling logical constraints (either-or, conditional), or linearizing nonlinear terms
sdd-state-management
SDD state tracking - phases, gates, lanes, and state.md structure
target-competition
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
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
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.
similarity-mosfet
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.
reduce-crack-basics
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.
energyplus-assistant
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)
