executing-remote-plans
Distributed HEC-RAS execution across remote workers (PsExec, Docker, SSH, cloud). Handles worker initialization, queue scheduling, and result aggregation. Use when setting up remote execution, distributed compu...
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Distributed HEC-RAS execution across remote workers (PsExec, Docker, SSH, cloud). Handles worker initialization, queue scheduling, and result aggregation. Use when setting up remote execution, distributed compu...
Analyze spatial variability of NOAA Atlas 14 precipitation frequency estimates within HEC-RAS model domains using intelligent extent-based downloading. Helps determine whether uniform rainfall assumptions are...
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification. Trig...
Reads HEC-DSS files (V6 and V7) for boundary condition extraction using RasDss class. Handles JVM configuration, HEC Monolith download, catalog reading, and time series extraction. Use when working with DSS fil...
Automated geometry repair using RasFixit and quality validation using RasCheck. Handles blocked obstructions, generates before/after visualizations, and creates audit trails. Use when fixing geometry errors, re...
Validate organized eBFE/BLE model using ras-commander dataframes. Uses init_ras_project() then checks plan_df, boundary_df, rasmap_df to verify: - All plan files exist - All DSS files exist with relative paths...
Explores the HEC-RAS GUI to document menus, dialogs, controls, and workflows using win32com automation with screenshot capture. Use when needing to discover menu structure, document dialog controls, capture scr...
Complete USGS gauge data integration workflow from spatial discovery to model validation. Handles gauge finding, data retrieval, matching to HEC-RAS features, boundary condition generation, initial conditions,...
Decision support for HEC-RAS execution strategy. Analyzes project inspector output to recommend which plans to run, execution mode, and optimal parameters. Provides structured execution plans with dependency or...
Organize downloaded FEMA eBFE/BLE model files into standardized 4-folder structure. Use when working with eBFE downloads that need organization into: - HMS Model/ (HEC-HMS hydrologic models) - RAS Model/ (HEC-...
Retrieves and processes AORC precipitation data for HEC-RAS/HMS models. Handles spatial averaging over watersheds, temporal aggregation, DSS export, and Atlas 14 design storms. Use when working with historical...
Extract HEC-RAS hydraulic results from HDF files including water surface elevations (WSE), depths, velocities, and flows for both steady and unsteady simulations. Handles cross section time series, 2D mesh resu...
Parse HEC-RAS compute output from HDF files to extract execution status, diagnostic messages, and performance metrics. Converts raw computation messages into structured diagnostics for workflow orchestration. U...
Executes HEC-RAS plans using RasCmdr.compute_plan(), handles parallel execution across multiple plans, manages destination folders, and monitors real-time progress with callbacks. Use when running HEC-RAS simul...
Parses and modifies HEC-RAS plain text geometry files (.g##) using fixed-width FORTRAN format. Handles cross sections, storage areas, bridges, culverts, lateral structures, and Manning's n tables. Use when read...
Document canvas for displaying and editing markdown content. Use when showing documents, emails, or when users need to select text for editing.
**The primary skill for terminal TUI components.** Covers spawning, controlling, and interacting with terminal canvases. Use when displaying calendars, documents, or flight bookings.
Flight canvas for comparing flights and selecting seats. Use when users need to browse flight options and book seats.
Calendar canvas for displaying events and picking meeting times. Use when showing calendar views or when users need to select available time slots.
Diagnose WASM build failures, explain browser WebGPU constraints, help debug wasm-bindgen and web-sys integration issues, and guide getting your renderer working on the web again
Research and explain GPU-driven rendering techniques, find academic papers on graphics algorithms (APV, Spherical Harmonics, BVH), explain complex rendering concepts, and bridge theory to wgpu implementation fo...
Review Rust code for type safety, validate GPU memory layouts (bytemuck, repr(C), alignment), suggest idiomatic patterns, catch GPU-specific safety issues, and help with refactoring during buffer consolidation
Validate glTF files against your loader, identify missing features for each phase of compatibility, debug loading failures, and guide your 5-phase glTF progression from simple to complex models
This skill should be used when the user asks to "fine-tune a DSPy model", "distill a program into weights", "use BootstrapFinetune", "create a student model", "reduce inference costs with fine-tuning", mentions...
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