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HeshamFSHeshamFSCommunity·10 Agent Skills Included

materials-simulation-skills

Verified numerical methods and materials simulation workflows

Guides numerical stability checks, solver selection, mesh generation, convergence studies, and time-stepping for materials simulations. Eliminates guesswork around CFL limits, solver stagnation, failed runs, and untrustworthy results through tested scripts and cited standards. Covers HPC job scripts, parameter sweeps, FAIR data packaging, and materials ontologies so simulation campaigns run reproducibly end to end.
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npx skills add HeshamFS/materials-simulation-skills --all -g -y

All Skills in This Repository (10)

Pure Emerald Level Indicators
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linear-solvers

Select linear solvers for Ax=b problems on dense and sparse matrices.

Community
Advanced
📦 In Repo
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mesh-generation

Plan mesh resolution and assess quality for PDE simulations.

Community
Advanced
📦 In Repo
HeshamFSHeshamFS

numerical-integration

Select and configure time integration methods for ODE and PDE simulations.

Community
Advanced
📦 In Repo
HeshamFSHeshamFS

time-stepping

Plan adaptive time-step policies with CFL limits and ramp schedules.

Community
Advanced
📦 In Repo
HeshamFSHeshamFS

numerical-stability

Analyze numerical stability for time-dependent PDE simulations via CFL, von Neumann, and stiffness checks.

Community
Advanced
📦 In Repo
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post-processing

Extract fields, analyze time series, and generate reports from simulation output data.

Community
Advanced
📦 In Repo
HeshamFSHeshamFS

differentiation-schemes

Generate finite-difference stencils and estimate truncation errors for PDE discretization.

Community
Advanced
📦 In Repo
HeshamFSHeshamFS

simulation-validator

Validate simulation pre-flight, runtime, and post-flight checks with Python 3.8.

Community
Advanced
📦 In Repo
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parameter-optimization

Generate DOE samples and rank parameter influence for simulation calibration.

Community
Advanced
📦 In Repo
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simulation-orchestrator

Generate parameter sweeps, execute batch jobs, and aggregate JSON results across platforms using Python 3.10+ standard library.

Community
Advanced

Frequently Asked Questions

FAQPage Schema
How to install materials-simulation-skills?▼

Run `npx skills add HeshamFS/materials-simulation-skills --all -g -y` in your terminal to install all 24 skills globally.

How to check if my simulation time step is stable?▼

The numerical-stability skill computes CFL, Fourier, and reaction numbers from your dx, dt, and physics parameters, then reports a stable verdict and a recommended maximum time step.

Can it diagnose why my simulation crashed or diverged?▼

Yes. The simulation-failure-triage and simulation-validator skills classify failures like NaN blow-ups, nonconvergence, OOM kills, and segfaults, then propose a safe one-change-at-a-time retry ladder.

Does it work with Claude Code, Cursor, and other coding agents?▼

Yes. All skills follow the open Agent Skills standard and run across 20+ coding agents including Claude Code, Codex, Cursor, and GitHub Copilot with no extra wiring.

Can I use it without numerical methods expertise?▼

Yes. Describe your problem in plain English and the agent picks the right skill, runs its tested script, and interprets the result against cited standards like ASME V&V 20.

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