GROMACS molecular dynamics skill specialized for biomolecular systems, protein simulations, and free energy calculations
Score 85/100
Display project statistics — phases, plans, requirements, git metrics, and timeline
Score 85/100
AI-powered analysis of hemoglobin disorders including sickle cell disease, thalassemias, and variant hemoglobins using HPLC, electrophoresis, and molecular data.
Score 85/100
Automated hypothesis generation using abductive reasoning and knowledge graph traversal
Score 85/100
Hypothesis management skill for tracking business hypotheses through testing and validation
Score 85/100
iminuit statistical fitting skill for physics data analysis with proper error handling and profile likelihood
Score 85/100
AI-powered analysis for predicting optimal immune checkpoint inhibitor combinations based on tumor microenvironment, biomarkers, and molecular profiling.
Score 85/100
Daily intelligence briefing across two research domains: (1) Quantum Computation — trending X posts, hot papers from last 48h + 7d.
Score 85/100
Use when defining GitLab CI jobs, configuring scripts, setting up environments, or managing job dependencies. Covers job structure and execution options.
Score 85/100
Kwant quantum transport skill for mesoscopic physics, scattering matrix calculations, and nanostructure modeling
Score 85/100
LAMMPS molecular dynamics skill for nanoscale system simulation with force field management
Score 85/100
LAMMPS molecular dynamics simulation skill for atomistic simulations, force field setup, and large-scale parallel computations
Score 85/100
LaTeX scientific documentation skill specialized for physics papers with equation rendering and journal formatting
Score 85/100
Surface chemistry skill for managing ligand exchange reactions, bioconjugation protocols, and functional group quantification
Score 85/100
MadGraph matrix element calculation skill for BSM physics, cross-section computation, and event generation
Score 85/100
Market intelligence aggregation skill for synthesizing market data from multiple sources
Score 85/100
Integration with market research platforms and survey tools for primary and secondary research
Score 85/100
Write comprehensive literature reviews for medical imaging AI research. Use when writing survey papers, systematic reviews, or literature analyses on topics like segmentation,…
Score 85/100
Design and execute convergent, explanatory sequential, and exploratory sequential mixed methods research designs
Score 85/100
Monte Carlo simulation skill for statistical physics, particle transport, and stochastic processes
Score 85/100
Create visual moodboards from collected inspiration with iterative refinement. Use after trend research or website analysis to synthesize design direction before implementation.
Score 85/100
NanoHUB tool interface skill for accessing educational and research nanoscience simulations
Score 85/100
nbodykit large-scale structure analysis skill for N-body simulations and galaxy surveys
Score 85/100
Automated DataFrame analysis skill for statistical summaries, missing value detection, data type inference, and memory optimization recommendations.
Score 85/100
Audit paper drafts for logical consistency, compliance, and academic integrity (Triangulation Matrix).
Score 85/100
Generate academic paper sections (Abstract, Intro, Methods, Experiments, Conclusion, Appendix) in LaTeX format based on extracted style.
Score 85/100
PennyLane integration skill for hybrid quantum-classical machine learning and variational algorithms
Score 85/100
Perseus statistical analysis skill for proteomics data analysis and visualization
Score 85/100
Translate research findings into accessible policy briefs, presentations, and stakeholder communications
Score 85/100
Specialized skill for polymer materials analysis including molecular weight distribution, thermal transitions, crystallinity, and rheological properties
Score 85/100
PyMC probabilistic programming skill for hierarchical Bayesian models in physics data analysis
Score 85/100
PySCF quantum chemistry interface for classical electronic structure calculations
Score 85/100
PySCF quantum chemistry skill for molecular calculations, coupled cluster, and multireference methods
Score 85/100
ZX-calculus based circuit simplification skill for advanced quantum circuit optimization
Score 85/100
Quantum error correction code implementation skill for fault-tolerant quantum computing
Score 85/100
IBM Qiskit integration skill for quantum circuit construction, transpilation, and execution on IBM Quantum hardware
Score 85/100
Qiskit quantum computing skill for circuit design, simulation, and quantum algorithm development
Score 85/100
Microsoft Q# skill for quantum algorithm development with the Q# language and Azure Quantum integration
Score 85/100
Design and execute statistical analyses including regression modeling, hypothesis testing, power analysis, and robustness checks using R, Stata, SPSS, or Python
Score 85/100
Quantum ESPRESSO calculation skill for DFT simulations with pseudopotential management
Score 85/100
Quantum ESPRESSO DFT skill for plane-wave pseudopotential calculations and materials simulation
Score 85/100
QuTiP/quimb tensor network skill for quantum many-body simulations and entanglement analysis
Score 85/100
RDKit chemoinformatics skill for molecular property calculation and compound library management
Score 85/100
Navigate institutional review board processes, informed consent, confidentiality, and ethical considerations in human subjects research
Score 85/100
Systematic root cause identification skill with 5 Whys, fishbone diagrams, fault tree analysis, and hypothesis testing
Score 85/100
ROOT/CERN data analysis skill for high-energy physics data processing, histogramming, and statistical analysis
Score 85/100
SciPy scientific computing skill for numerical optimization, integration, and signal processing in physics
Score 85/100
Academic literature search using Semantic Scholar API for citation-aware paper discovery
Score 85/100
Dispatch the current milestone's slices to a Claude Code Agent Team. Each teammate works on a slice in parallel with its own 200k context (replaces GSD's fresh-subprocess-per-task…
Score 85/100
TensorFlow machine learning skill specialized for physics applications including neural network potentials and surrogate models
Score 85/100
Automated thermodynamic property method selection based on component characteristics and operating conditions
Score 85/100
Construct, analyze, and evaluate philosophical thought experiments to test intuitions, reveal conceptual commitments, and probe theoretical implications
Score 85/100
Cambridge Quantum (Quantinuum) t|ket> compiler skill for platform-independent circuit optimization
Score 85/100
Time-of-Flight Secondary Ion Mass Spectrometry skill for molecular surface analysis and imaging
Score 85/100
Research latest UI/UX trends from Dribbble and design communities. Use when starting a design project to understand current visual trends, color palettes, and layout patterns.
Score 85/100
UCSC Genome Browser query skill for genome annotation retrieval and track data access
Score 85/100
Weights & Biases integration skill for experiment tracking, hyperparameter sweeps, and artifact versioning.
Score 85/100
Specialized skill for correlating CFD predictions with experimental wind tunnel data
Score 85/100
Analyze ML experiment results, compute statistics, generate comparison tables and insights. Use when user says "analyze results", "compare", or needs to interpret experimental…
Score 80/100
Keyword research and strategy for iOS and Android apps. Analyzes keyword difficulty, search volume, relevance, and optimal placement across metadata fields.
Score 80/100