Read and write large cuPyNumeric arrays to HDF5 with Legate's parallel, distributed HDF5 I/O (legate.io.hdf5: to_file, from_file, from_file_batched). Use when a developer needs to save a cuPyNumeric array to an .h5/.hdf5 file, load an HDF5 dataset into a distributed cuPyNumeric array, read a large HDF5 dataset in chunks, hand arrays to an HPC pipeline as a single file, or accelerate HDF5 disk I/O with GPUDirect Storage (GDS). Do not use it for Parquet/cuDF/raw-binary or other sharded/custom layouts (see the cupynumeric-parallel-data-load skill), Zarr or object-store/S3 output, .npz or pickled archives, plain h5py without cuPyNumeric, or pure array compute such as FFT, matmul, or reductions.

Load a sharded, on-disk dataset (sharded .npy, Parquet/Arrow, raw binary, sharded HDF5, custom layouts) into a distributed cuPyNumeric ndarray via a manual partition + leaf @task launch with CPU/OMP/GPU variants. Use when no single-call loader fits, including when per-shard row counts differ across files. Prefer cupynumeric.load or legate.io.hdf5.from_file when they apply.

Local or remote Docker execution for TAO SDK job containers using a Docker daemon with NVIDIA GPU runtime. Use when running TAO jobs on the current machine, a directly attached Docker host, or a remote GPU box exposed through DOCKER_HOST. Trigger phrases include "run locally", "local Docker", "remote Docker", "use my GPU", "run on my machine", "host Docker daemon".

This skill should be used when the user asks to notify other session, requests a session handoff, says tell other agent, or needs a cross-session message.

This skill should be used when the user asks to notify other session, requests a session handoff, says tell other agent, or needs a cross-session message.

Launch new CLI coding agents through Corral Design 1, or correctly reopen existing agent sessions inside a Corral-active Herdr repository. Use when the user asks to launch, spawn, batch-start, reopen, relaunch, or resume agents. New launches create Corral-owned tasks; resumptions reuse existing worktrees and sessions.

Triage GitHub issues, review contributor pull requests, diagnose CI, and prepare explicitly requested releases using the target repository's rules. Use for repository maintenance work, not ordinary VoiceStudio audio generation.

Legacy VoiceStudio skill alias for existing Claude installations. Generate local speech, discover saved voices, and transcribe audio through the running VoiceStudio backend.

Publish test evidence, publish all test runs, update PR verification, audit red evidence, prove a PR, or declare a PR verdict. Use after @openwork/testkit runs.

Distill colleague, relationship, or celebrity source material into reusable Person Profiles for agents.

Stands in for a public repo the customer merely scanned

Synthetic purge-rehearsal skill t5-delta

Synthetic purge-rehearsal skill t5-gamma

Synthetic purge-rehearsal skill t5-beta

A review checklist deliberately shared between two inventories

Synthetic purge-rehearsal skill t5-alpha

Synthetic purge-rehearsal skill ctl-beta

A review checklist deliberately shared between two inventories

Synthetic purge-rehearsal skill ctl-alpha