Official NVIDIA-authored guidance for NVIDIA cuDF GPU DataFrames, pandas acceleration, dask-cuDF, ETL, joins, groupby, CSV/Parquet I/O, nullable semantics, and multi-GPU DataFrame workloads.
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Generate, validate, compare, or explain HSB HOLOLINK_def.svh macros. Do not use for FPGA_top.sv wrappers or packetizer-only derivation. Generation runs bundled Python scripts locally through shell commands and writes validated .svh output files after user-confirmed paths.
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설치 방법 보기설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
Use this skill through four workflows:
HOLOLINK_def.svh from confirmed board requirements.This skill owns the contents of HOLOLINK_def.svh: \definedirectives,localparamarrays, theHOLOLINK_pkgwrapper, and boot-timeinit_reg[]sequence. The surrounding top-level wrapper is owned byhsb-ip-create-top; packetizer-only profile derivation can be delegated to hsb-ip-packetizer`.
The file must use the standard guard plus package HOLOLINK_pkg wrapper. Load references/macro-reference.md for the full wrapper requirement and per-macro semantics.
references/script-usage.md before Generate, Validate, Compare, or script-backed legality checks.FPGA_top.sv; offer handoff to hsb-ip-create-top after a generated def file is validated.This skill can read and write local files and run shell commands through its bundled scripts. Before running a command or writing a file, state the command or path and get user confirmation unless the user already explicitly requested that exact operation. For pasted HOLOLINK_def.svh content, write only to a safely generated file in an isolated temporary directory and remove it after validation unless the user asks to keep it.
This skill targets HSB IP rev 16'h2604 and is backward-compatible with 16'h2603. Live HSB IP source supersedes bundled references.
When source-sensitive behavior matters:
<hsb-ip-root>/top/HOLOLINK_top.sv. Known roots include hw/nvcpu_dgx_fpga/vrtl/hololink/ and public-release fpga/nv_hsb_ip/.HOLOLINK_REV and HOLOLINK_BACKWARD_COMPAT_REV.--ip-source <root> to scripts/validate_def.py when validating against a known source root.Public-doc baseline:
https://github.com/nvidia-holoscan/holoscan-sensor-bridge/blob/release-2.6.0-EA/docs/user_guide/ip_integration.mdhttps://github.com/nvidia-holoscan/holoscan-sensor-bridge/blob/release-2.6.0-EA/docs/user_guide/port_description.mdHOLOLINK_def.svh.HOLOLINK_def.svh.HOLOLINK_top.Load references/generate-workflow.md and references/script-usage.md.
Follow the detailed Generate workflow in the reference: run preflight, classify supplied requirements, ask one requirements question per turn, build a flat YAML profile, run scripts/generate_def.py, show provenance for generated fields, and offer handoff to hsb-ip-create-top.
When packetizer fields are needed, invoke hsb-ip-packetizer with the known RX count, RX widths, and the user's data-manipulation description. Consume only that skill's packetizer_profile_overlay YAML keys, merge them into the in-progress profile, and continue full-file generation and validation here.
Load references/script-usage.md. Load references/validation-rules.md only when explaining specific rule IDs or validation behavior.
Steps:
<PY> scripts/validate_def.py <path> --json and do not reimplement validation in context.Load only the reference needed for the question:
| Question type | Reference |
|---|---|
| Macro semantics or legal values | references/macro-reference.md |
| Validation rule behavior | references/validation-rules.md |
| Macro-driven port effects | references/top-port-map.md |
init_reg[] and N_INIT_REG | references/init-reg-cookbook.md |
| Advanced macros | references/advanced-macros.md |
| Example legal configurations | references/archetypes.md |
For grounded legality questions, run preflight and prefer validating a concrete file or minimal synthetic file with scripts/validate_def.py over hand reasoning. Cite RTL line ranges from references when explaining why a rule exists.
Load references/script-usage.md, run preflight, then use <PY> scripts/compare_defs.py <a.svh> <b.svh> [--json|--text]. Summarize semantic differences, not whitespace or comment-only changes.
FPGA_top.sv; use hsb-ip-create-top after the defs file validates.hsb-ip-packetizer.Use <PY> selected during preflight from references/script-usage.md for every command.
| Script | Purpose | Arguments |
|---|---|---|
scripts/generate_def.py | Generate HOLOLINK_def.svh from an archetype and/or YAML/JSON profile; validates before writing | --profile <path>, --archetype <slug>, -o <output>, optional --allow-random-uuid compatibility flag |
scripts/validate_def.py | Validate a HOLOLINK_def.svh and emit JSON or text findings | <path/to/HOLOLINK_def.svh>, optional --json or --text, optional --ip-source <root> |
scripts/compare_defs.py | Compare two def files semantically, ignoring whitespace/comment-only changes | <a.svh> <b.svh>, optional --json or --text |
scripts/build_corpus_metadata.py | Maintenance helper to rebuild anonymized corpus metadata; do not run during normal user workflows | <path1> [<path2> ...] |
| Resource | Use |
|---|---|
references/generate-workflow.md | Detailed Generate workflow, requirement order, question style, and per-topic prompt guidance |
references/script-usage.md | Preflight, command forms, and run_script() examples for bundled scripts |
references/macro-reference.md | Wrapper requirement, macro semantics, legal constraints, and RTL citations |
references/validation-rules.md | Rule catalog for validator findings |
references/archetypes.md | Illustrative legal configurations; never treat as templates or frequency guidance |
references/init-reg-cookbook.md | Boot-time APB write sequence patterns and address conventions |
references/top-port-map.md | Macro-to-HOLOLINK_top port effects |
references/advanced-macros.md | SYNC_CLK_HIF_APB, SYNC_CLK_HIF_PTP, PERI_RAM_DEPTH, and DISABLE_COE |
assets/metadata/corpus.json, assets/metadata/corpus-stats.json | Maintenance metadata only; do not cite corpus counts as user guidance |
scripts/generate_def.py | Generate a def file from a profile |
scripts/validate_def.py | Validate a def file and emit JSON/text findings |
scripts/compare_defs.py | Compare two def files semantically |
Use hsb-ip-def to generate a HOLOLINK_def.svh for a new HSB board. Treat as Generate, run script preflight, classify supplied requirements, ask one requirement question per turn, and run scripts/generate_def.py only after the profile is confirmed.Use hsb-ip-def to validate my existing HOLOLINK_def.svh and tell me whether any warnings are important. Treat as Validate, ask for or locate the file, run scripts/validate_def.py <path> --json, group findings by errors, warnings, and info, and always surface HD-W3xx footgun warnings.Use hsb-ip-def to explain whether HOST_WIDTH=512 and PTP_CLK_FREQ=90_000_000 is legal. Treat as Explain / Reason, prefer a concrete validator-backed check over hand reasoning, and load only the macro or validation reference needed to explain the result.아직 리뷰가 없습니다. 사용해 본 소감을 남겨 주세요.
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Official NVIDIA-authored guidance for NVIDIA cuDF GPU DataFrames, pandas acceleration, dask-cuDF, ETL, joins, groupby, CSV/Parquet I/O, nullable semantics, and multi-GPU DataFrame workloads.
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Customize NVIDIA Nemotron Voice Agent's Generic Pipecat example for healthcare appointment, five-field patient intake, or custom tool-calling workflows without a separate backend.
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Calibrate a new dataset from live RTSP camera streams via the AutoMagicCalib REST API. Use when the user provides RTSP URLs or asks to calibrate live cameras; VIOS records clips, AMC ingests them, then runs calibration.
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Run end-to-end calibration on the shipped sample dataset (sdg_08_2_sample_data_010926.zip) against a running AMC microservice. Use when user says 'test sample dataset', 'run sample calibration', 'verify AMC install', or 'launch and test'.
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Calibrates pre-recorded `cam_*.mp4` datasets through the AutoMagicCalib REST API. Use for user-supplied local MP4s; route live RTSP streams to `amc-run-rtsp-calibration`.
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Launch AutoMagicCalib microservice and web UI from NGC release images via Docker Compose. Use when user says 'deploy auto calibration', 'launch auto calibration', 'launch AMC', 'start MS+UI', or 'set up auto-magic-calib'. Requires NGC API key.
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