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Find Earth2Studio models, data sources, and examples for weather or climate tasks. Filters options by region, forecast type, and GPU memory, then checks whether data sources supply the variables required by each model using current documentation and source files.

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• Choosing weather models for a region and forecast horizon
• Comparing models against available GPU memory
• Checking model and data source variable compatibility

Deploy and operate the DOCA UROM Service container on BlueField Arm. Configure communication settings, check host pairing and version compatibility, and investigate slow or incomplete remote memory operations submitted by the host.

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• Deploying the service container on BlueField Arm
• Checking host pairing and compatible versions
• Investigating slow collective communication

Install Holoscan SDK 5.x Python packages in an isolated environment after checking platform and CUDA 13 requirements. Choose the full stack or matching components, then verify dependencies, imports, and a release-matched example pipeline.

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• Install the full Holoscan SDK 5.x Python stack
• Set up Core with selected optional components
• Check host compatibility before installation

Check installed DOCA versions across package metadata, application files, runtime tools, and BlueField system information. Use the results to investigate build and runtime mismatches, check feature availability, and understand NGC container version tags.

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• Check whether installed DOCA versions agree
• Investigate build and runtime version mismatches
• Check feature support for a specific release

Check whether a requested Holoscan SDK 5.x release supports Conda installation. When packages are unavailable or unconfirmed, find an alternative installation method that preserves the requested SDK version and C++ or Python requirements.

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• Check Conda support for Holoscan SDK 5.x
• Choose an alternative way to install SDK 5.0
• Find an installation method for C++ or Python

Build Holoscan SDK 5.x from a selected tag, commit, or development branch using its run wrapper. Check prerequisites, choose build options, preserve existing changes, and verify the result with example tests for SDK development or Early Access features.

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• Building unpublished Early Access features
• Building and testing a modified SDK checkout
• Creating debug or C++-only builds

Set up or repair the FoundationPose perception pipeline and build FoundationStereo TensorRT engines for depth estimation. It checks system requirements, resolves dependency and CUDA library issues, and verifies engines against the intended scene dimensions.

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• Install the pipeline on a supported GPU machine
• Resolve SAM3 and TAO dependency conflicts
• Diagnose missing CUDA runtime libraries

Install a Holoscan SDK 5.x CUDA 13 development container after checking the exact release and host compatibility. Verify GPU access, run installed examples, and check the SDK version and Python API.

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• Install a specified Holoscan SDK 5.x development container
• Check host and GPU compatibility before installation
• Verify installed examples and Python API access

Consolidate DOCA installation details, device capabilities, and host versus DPU differences into a consistent report. The skill defines structured output formats and manual fallback checks, including how to report unavailable tools and validation limits.

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• Reviewing DOCA installation details in one report
• Checking the minimum DOCA version for a capability
• Comparing host and BlueField state

Implement structured telemetry, such as counters and events, from DOCA applications to external consumers. Guides publishing API selection, schema and source setup, build and test workflows, and debugging lifecycle errors or reports that never reach the receiver.

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• Publish packet counters and bandwidth gauges from a DOCA application
• Define event fields and initialize schemas and sources
• Investigate DOCA_ERROR_BAD_STATE during event reporting

Investigate missing DOCA telemetry metrics with doca_telemetry_utils. Discover diagnostic counters, translate counter names to Data IDs and back, and check device support before adding counters to an exporter configuration.

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• Investigating metrics missing from a collector
• Checking which counters a BlueField device supports
• Translating logged Data IDs into counter names

Helps developers offload remote memory operations from HPC, UCX, or MPI applications to a BlueField DPU, a processor for infrastructure tasks. Covers host-side DOCA UROM setup, supported-operation discovery, completion handling, and error investigation.

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• Offloading MPI communication work to a BlueField DPU
• Checking supported operations through plugin discovery
• Investigating errors from host-side UROM calls

Expand successful workflow recordings stored in HDF5 by copying episodes and adding small variations to recorded actions. Limit changes to a requested node segment and check generated counts, data dimensions, success flags, and preserved segments.

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• Creating additional variants from successful recordings
• Applying action variations only within a specified node
• Checking episode counts and preserved segment information

Replay an episode stored in HDF5, a structured data file, using its original workflow Scene. Check the full recorded motion visually, inspect segment boundaries and camera views, and report agreement or the first mismatch.

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• Visually verify a recorded motion trajectory
• Replay a specific episode from an HDF5 recording
• Inspect camera views and segment boundaries

Upgrade or downgrade FPGA firmware on supported HSB Lattice boards and Leopard Imaging VB1940 cameras connected to an NVIDIA devkit. Identifies the hardware, selects version-specific files and commands, and verifies the installed version after flashing.

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• Upgrade firmware on an HSB Lattice board
• Restore an older supported FPGA version
• Update a VB1940 camera's FPGA firmware

Generate a SystemVerilog top-level scaffold from a validated HOLOLINK_def.svh file. The output declares HSB signals, instantiates HOLOLINK_top, and leaves integration TODOs, using current IP source or bundled references for supported revisions.

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• Generating an FPGA_top.sv scaffold from validated definitions
• Creating a matching wrapper after hsb-ip-def validation
• Explaining signal groups controlled by macros

Find and run Holoscan Sensor Bridge example applications that match a connected development kit, board, software version, and sensors. Monitor timed runs, investigate failures, suggest code or environment changes, and summarize the session.

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• Find example apps compatible with connected sensors
• Run a sample application for 60 seconds
• Analyze failures and retry an application

Plan DOCA upgrades, downgrades, and rollbacks by checking installed versions and reporting the gap to a target release. Guide changes after explicit confirmation, and diagnose interrupted upgrades or mismatches between host and BlueField versions.

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• Assess whether to move to a newer DOCA release
• Recover from an interrupted package upgrade
• Investigate host and BlueField version mismatches

Configure and troubleshoot DOCA Firefly time synchronization on BlueField. The skill helps decide whether high-precision PTP synchronization is needed, choose service settings, and check that the host clock follows BlueField's hardware clock.

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• Decide whether PTP is needed instead of NTP or chrony
• Choose Firefly role, profile, domain, and interface
• Investigate stalled synchronization or clock drift

Connect an existing socket application to a BlueField DPU without rewriting the application. This skill guides relay placement, endpoint configuration, a single-client round-trip check, and diagnosis of refused connections or traffic that stops flowing.

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• Connecting an existing socket application to BlueField
• Choosing between process, sidecar, and container deployment
• Diagnosing refused connections or missing data

Integrate DOCA SHA hardware into an existing OpenSSL workflow for one-shot hashing. The skill guides engine loading, checks whether hardware actually performed the work, and compares measured performance with CPU hashing to assess when offloading helps.

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• Offload SHA hashing in an existing OpenSSL workflow
• Verify that hashing actually used DOCA hardware
• Compare hardware and CPU hashing performance

Implement and troubleshoot storage recovery with DOCA Erasure Coding. The skill guides parity generation, lost-block recovery, and incremental parity updates using Reed-Solomon coding, while checking device capabilities, block limits, and memory permissions.

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• Recover missing data or parity blocks
• Update parity after one data block changes
• Check device support for a storage layout

Modify command-line options in DOCA applications while preserving standard flags. This skill guides parameter registration, parser lifecycle, JSON configuration, and error diagnosis using the installed SDK and its shipped samples.

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• Add custom flags to a DOCA sample
• Load application settings from a JSON file
• Diagnose argument registration and value errors

Develop host-side applications that run work on BlueField's DPA, a data-path processor. Load compiled application images, launch kernels, observe completion, check supported features, and investigate errors involving hardware capabilities or DOCA and DPACC compatibility.

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• Loading a DPA application image and launching kernels from the host
• Investigating missing kernel completion notifications
• Checking which DPA features a BlueField supports