AI & ML

coowoolf Skill

The Perceived Simplicity Model

coowoolf Skill

The 'Digital-Burst' Collaboration Model

coowoolf Skill

The 'Explorer vs. Lecturer' Coaching Model

cinience Skill

Minimal multimodal embedding smoke test for Model Studio VL embedding models.

thebushidocollective Skill

Create a new bridge plugin for MCP server integration

steadfastasart Bundle

Compute surface wave dispersion curves for layered Earth models using the Thomson-Haskell matrix method with Numba acceleration. Use when Claude needs to: (1) Calculate Rayleigh or Love wave phase velocities, (2) Compute group velocity dispersion, (3) Generate sensitivity kernels for inversion, (4) Forward model dispersion curves from velocity profiles, (5) Compare dispersion between different Earth models, (6) Set up surface wave tomography workflows.

steadfastasart Bundle

3D structural geological modeling using implicit methods. Create geological models with faults, folds, and unconformities from surface points and orientations. Use when Claude needs to: (1) Build 3D geological models from surface contacts and orientations, (2) Model faults, unconformities, or intrusions, (3) Compute and visualize subsurface geology, (4) Export models to VTK or numpy arrays, (5) Generate gravity forward models, (6) Create cross-sections or 3D visualizations.

steadfastasart Bundle

Geophysical equations and rock physics calculations for seismic analysis. Use when Claude needs to: (1) Calculate AVO responses (Zoeppritz, Shuey, Aki-Richards), (2) Perform Gassmann fluid substitution, (3) Generate seismic wavelets (Ricker, Ormsby), (4) Compute reflectivity and synthetic seismograms, (5) Calculate elastic moduli from velocities, (6) Apply Gardner/Castagna empirical relations, (7) Model rock physics effects.

steadfastasart Bundle

Spatial data processing for geological modelling with GemPy. Use when Claude needs to: (1) Prepare spatial data for GemPy models, (2) Extract interface points from geological maps, (3) Process orientations/dip measurements, (4) Sample DEMs along profiles or cross-sections, (5) Convert between GIS formats and GemPy inputs, (6) Clip/transform vector/raster data for modeling, (7) Create model extents from geospatial bounds.

steadfastasart Bundle

Groundwater time series analysis and modelling using transfer function noise models. Use when Claude needs to: (1) Analyze groundwater level time series, (2) Model well responses to precipitation/pumping, (3) Calibrate aquifer parameters from head data, (4) Forecast or hindcast groundwater levels, (5) Decompose hydrological signals into components, (6) Compare response functions, (7) Perform model diagnostics and uncertainty analysis.

steadfastasart Bundle

Simulation and Parameter Estimation in Geophysics. Framework for geophysical forward modeling and inversion. Use when Claude needs to: (1) Run geophysical inversions (DC resistivity, magnetics, gravity, EM), (2) Create forward models for potential fields or electromagnetic methods, (3) Build survey geometries and receiver configurations, (4) Design mesh discretizations for simulations, (5) Apply regularization and optimization to inverse problems, (6) Model subsurface physical properties from geophysical data.

steadfastasart Bundle

Landscape evolution and surface process modelling in Python. Build 2D numerical models for erosion, hydrology, soil transport, and geomorphology. Use when Claude needs to: (1) Model landscape evolution over time, (2) Simulate river/stream erosion, (3) Route water flow across terrain, (4) Model hillslope diffusion processes, (5) Simulate weathering and soil production, (6) Analyze drainage networks, (7) Combine multiple geomorphic processes, (8) Load/save DEM data for modeling.

steadfastasart Bundle

Multi-method geophysical modelling and inversion framework. Use when Claude needs to: (1) Perform electrical resistivity tomography (ERT) inversion, (2) Run seismic refraction tomography (SRT), (3) Model induced polarization (IP) data, (4) Simulate ground penetrating radar (GPR), (5) Create finite element meshes for geophysical problems, (6) Perform joint inversions of multiple datasets, (7) Forward model geophysical responses, (8) Analyze time-lapse monitoring data.

steadfastasart Bundle

Build 3D geological models with implicit surfaces, faults, folds, and stratigraphic constraints from structural geology data. Use when Claude needs to: (1) Build 3D geological models from structural data, (2) Model fault networks and displacements, (3) Create folded geology representations, (4) Interpolate geological surfaces, (5) Export models to VTK for visualization, (6) Perform uncertainty analysis on geological models, (7) Evaluate model values on grids.

abdullah1854-claudesuperskills Bundle

agent-evaluation

abdullah1854-claudesuperskills Bundle

multi-agent-patterns

abdullah1854-claudesuperskills Bundle

sub-agent-invocation

agentient Skill

MCP Protocol Fundamentals Skill

agentient Skill

MCP Pydantic Tool Definition Skill

agentient Skill

MCP Resource Exposure Patterns Skill

agentient Skill

MCP Server Scaffolding with Asyncio Skill

darthlinuxer Skill

VR/AR development principles. Comfort, interaction, performance requirements.

darthlinuxer Skill

2D game development principles. Sprites, tilemaps, physics, camera.

darthlinuxer Skill

3D game development principles. Rendering, shaders, physics, cameras.

darthlinuxer Skill

PC and console game development principles. Engine selection, platform features, optimization strategies.

darthlinuxer Skill

Web browser game development principles. Framework selection, WebGPU, optimization, PWA.

darthlinuxer Skill

Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.

darthlinuxer Skill

Game audio principles. Sound design, music integration, adaptive audio systems.

darthlinuxer Skill

Game design principles. GDD structure, balancing, player psychology, progression.

darthlinuxer Skill

Multiplayer game development principles. Architecture, networking, synchronization.

darthlinuxer Skill

Mobile game development principles. Touch input, battery, performance, app stores.

darthlinuxer Bundle

Apply systematic problem-solving techniques for complexity spirals (simplification cascades), innovation blocks (collision-zone thinking), recurring patterns (meta-pattern recognition), assumption constraints (inversion exercise), scale uncertainty (scale game), and dispatch when stuck. Techniques derived from Microsoft Amplifier project patterns adapted for immediate application.

darthlinuxer Skill

AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.

darthlinuxer Skill

Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.

darthlinuxer Bundle

Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support.

darthlinuxer Bundle

Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers on keywords: lint, format, check, validate, types, static analysis.