How to install the full plugin
Run both commands inside Claude Code. The first adds the marketplace once; the second installs the plugin.
/plugin marketplace add HeshamFS/materials-simulation-skills
/plugin install full@materials-simulation-skillsWhat's inside full
23 parts read from the plugin's own files.
Skills 23
Claude loads it when the task matches- benchmark-and-mms-planner
Design verification and validation plans for simulation codes using manufactured solutions, benchmarks, and refinement protocols.
- convergence-study
Performs spatial and temporal convergence analysis using Richardson extrapolation and Grid Convergence Index (GCI) calculations.
- differentiation-schemes
Select and apply numerical differentiation schemes for PDE and ODE discretization, including stencil generation and truncation error estimation.
- fair-simulation-packager
Creates reproducibility manifests for materials simulations by collecting file inventories, hashes, units, and metadata.
- hpc-runtime-doctor
Diagnoses HPC runtime and scheduler problems for materials simulations by analyzing resource layouts, environment consistency, and failure symptoms.
- linear-solvers
Selects and configures linear solvers for Ax=b systems, analyzes matrix conditioning, and diagnoses convergence issues in numerical simulations.
- md-analysis-planner
Plans molecular dynamics post-processing workflows by determining required data, equilibration checks, and PBC handling for materials simulations.
- mesh-generation
Plan and evaluate mesh resolution and quality for numerical simulations using physics-based scaling and geometric metrics.
- nonlinear-solvers
Selects and configures nonlinear solvers for root-finding, optimization, and least-squares problems while diagnosing convergence and Jacobian quality.
- numerical-integration
Selects and configures time integration methods for ODE and PDE simulations, including adaptive step-size control and IMEX operator splitting.
- numerical-stability
Analyzes numerical stability for time-dependent PDE simulations using CFL, Fourier, and von Neumann criteria to recommend time-stepping schemes.
- ontology-explorer
Parse, navigate, and query materials science ontology structures like CMSO and ASMO to explore class hierarchies and property definitions.
- ontology-mapper
Maps materials science terms, crystal structures, and sample descriptions to standardized ontology classes like CMSO and ASMO.
- ontology-validator
Validates material sample annotations against ontology constraints including class names, property existence, domain/range consistency, and completeness.
- parameter-optimization
Provides a workflow for designing experiments, ranking parameter influence, and selecting optimization strategies for simulation calibration.
- performance-profiling
Analyzes computational bottlenecks, parallel scaling, and memory requirements for materials science simulations to provide optimization recommendations.
- post-processing
Extract, analyze, and summarize simulation output data through field extraction, statistical analysis, and derived quantity computation.
- simulation-failure-triage
Classifies simulation failure signatures for scientific codes and proposes a controlled, one-change-at-a-time retry strategy.
- simulation-orchestrator
Orchestrate multi-simulation campaigns by generating parameter sweeps, tracking batch job execution, and aggregating results with summary statistics.
- simulation-validator
Validates materials simulations through pre-flight configuration checks, runtime log monitoring, and post-flight result verification.
- slurm-job-script-generator
Generates correct sbatch job scripts and validates HPC resource requests like MPI tasks, OpenMP threads, memory, and GPU configurations.
- time-stepping
Plan and control time-step policies, output intervals, and checkpoint cadences for transient simulations to ensure stability and minimize lost work.
- workflow-engine-mapper
Maps computational materials science tasks to appropriate workflow engines like AiiDA, atomate2, or jobflow based on scale and requirements.
Using full in Claude Code
Skills need no command. Claude reads them when your request matches what they describe.
Update, turn off or remove
- Update the plugin (shell)
- claude plugin update full@materials-simulation-skills
- Refresh the marketplace
- /plugin marketplace update materials-simulation-skills
- Turn it off for now
- /plugin disable full@materials-simulation-skills
- Remove it
- /plugin uninstall full@materials-simulation-skills
Skills in full
- benchmark-and-mms-plannerHeshamFS/materials-simulation-skills
Design verification and validation plans for simulation codes using manufactured solutions, benchmarks, and refinement protocols.
5 files83stars - convergence-studyHeshamFS/materials-simulation-skills
Performs spatial and temporal convergence analysis using Richardson extrapolation and Grid Convergence Index (GCI) calculations.
10 files83stars - differentiation-schemesHeshamFS/materials-simulation-skills
Select and apply numerical differentiation schemes for PDE and ODE discretization, including stencil generation and truncation error estimation.
10 files83stars - fair-simulation-packagerHeshamFS/materials-simulation-skills
Creates reproducibility manifests for materials simulations by collecting file inventories, hashes, units, and metadata.
10 files83stars - hpc-runtime-doctorHeshamFS/materials-simulation-skills
Diagnoses HPC runtime and scheduler problems for materials simulations by analyzing resource layouts, environment consistency, and failure symptoms.
5 files83stars - linear-solversHeshamFS/materials-simulation-skills
Selects and configures linear solvers for Ax=b systems, analyzes matrix conditioning, and diagnoses convergence issues in numerical simulations.
14 files83stars - md-analysis-plannerHeshamFS/materials-simulation-skills
Plans molecular dynamics post-processing workflows by determining required data, equilibration checks, and PBC handling for materials simulations.
5 files83stars - mesh-generationHeshamFS/materials-simulation-skills
Plan and evaluate mesh resolution and quality for numerical simulations using physics-based scaling and geometric metrics.
7 files83stars - nonlinear-solversHeshamFS/materials-simulation-skills
Selects and configures nonlinear solvers for root-finding, optimization, and least-squares problems while diagnosing convergence and Jacobian quality.
13 files83stars - numerical-integrationHeshamFS/materials-simulation-skills
Selects and configures time integration methods for ODE and PDE simulations, including adaptive step-size control and IMEX operator splitting.
14 files83stars - numerical-stabilityHeshamFS/materials-simulation-skills
Analyzes numerical stability for time-dependent PDE simulations using CFL, Fourier, and von Neumann criteria to recommend time-stepping schemes.
12 files83stars - ontology-explorerHeshamFS/materials-simulation-skills
Parse, navigate, and query materials science ontology structures like CMSO and ASMO to explore class hierarchies and property definitions.
14 files83stars - ontology-mapperHeshamFS/materials-simulation-skills
Maps materials science terms, crystal structures, and sample descriptions to standardized ontology classes like CMSO and ASMO.
13 files83stars - ontology-validatorHeshamFS/materials-simulation-skills
Validates material sample annotations against ontology constraints including class names, property existence, domain/range consistency, and completeness.
9 files83stars - parameter-optimizationHeshamFS/materials-simulation-skills
Provides a workflow for designing experiments, ranking parameter influence, and selecting optimization strategies for simulation calibration.
11 files83stars - performance-profilingHeshamFS/materials-simulation-skills
Analyzes computational bottlenecks, parallel scaling, and memory requirements for materials science simulations to provide optimization recommendations.
15 files83stars - post-processingHeshamFS/materials-simulation-skills
Extract, analyze, and summarize simulation output data through field extraction, statistical analysis, and derived quantity computation.
20 files83stars - simulation-failure-triageHeshamFS/materials-simulation-skills
Classifies simulation failure signatures for scientific codes and proposes a controlled, one-change-at-a-time retry strategy.
5 files83stars - simulation-orchestratorHeshamFS/materials-simulation-skills
Orchestrate multi-simulation campaigns by generating parameter sweeps, tracking batch job execution, and aggregating results with summary statistics.
25 files83stars - simulation-validatorHeshamFS/materials-simulation-skills
Validates materials simulations through pre-flight configuration checks, runtime log monitoring, and post-flight result verification.
16 files83stars - slurm-job-script-generatorHeshamFS/materials-simulation-skills
Generates correct sbatch job scripts and validates HPC resource requests like MPI tasks, OpenMP threads, memory, and GPU configurations.
5 files83stars - time-steppingHeshamFS/materials-simulation-skills
Plan and control time-step policies, output intervals, and checkpoint cadences for transient simulations to ensure stability and minimize lost work.
9 files83stars - workflow-engine-mapperHeshamFS/materials-simulation-skills
Maps computational materials science tasks to appropriate workflow engines like AiiDA, atomate2, or jobflow based on scale and requirements.
5 files83stars
full plugin questions
How do I install the full plugin?
In Claude Code run /plugin marketplace add HeshamFS/materials-simulation-skills, then /plugin install full@materials-simulation-skills.
What does the full plugin include?
full bundles 23 skills.
How do I update or remove the full plugin?
Update it with claude plugin update full@materials-simulation-skills in your shell, or from the Installed tab of /plugin. Remove it with /plugin uninstall full@materials-simulation-skills.