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.
日本語の概要は準備中です。原文の説明を表示しています。
Entry point for an AI agent's ethos.md: a durable snapshot of what the agent is for, what it must not do, and what success looks like. Routes a request to explore and capture intent (ethos-explore), or write or edit the file (ethos-write), including renaming an Eval Author 0.1.0 ETHOS.md. Owns the standard every ethos sub-flow follows. Use when the user asks "help me write an ethos.md", "does my agent have an ethos.md?", "update my agent's ethos.md", or when you need to pick between the ethos sub-flows.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Help a developer create and maintain their agent's ethos.md. Route each
request to the narrow sub-flow that owns it, and carry what is already known
into that sub-flow so the user is never asked twice.
Locate an existing file first: the user's path, otherwise ethos.md at the
repository root or at the root of the selected agent's package, otherwise an
ETHOS.md written by Eval Author 0.1.0.
find . -maxdepth 4 -iname ethos.md -not -path '*/.git/*' -not -path '*/node_modules/*' 2>/dev/null | grep . || echo "no ethos.md yet"
| Starting situation and request | Route | First action and deliverable |
|---|---|---|
| No ethos.md and the user wants one | ethos-explore | Show the path ahead below, then scan and interview. Explore hands off to ethos-write. |
| An ethos.md exists and the user names specific changes | ethos-write | Edit the named sections in place, validate, and review. No new interview. |
| An ethos.md exists and intent may have drifted, or the user wants it revisited | ethos-explore | Read the file as prior answers; interview only for what changed or is missing. |
An Eval Author 0.1.0 ETHOS.md | ethos-write | Rename it to ethos.md; the contents already match the schema. Then handle any requested edits. |
| The user wants to know what ethos.md is, or whether one exists | This skill | Explain it, or report what was found and whether it validates. Offer the next route; do not start writing. |
When several apply, take the earliest row that matches. A request phrased as "write the ethos.md" with no prior interview in this conversation still goes through ethos-explore: writing needs intent the code cannot supply.
For a fresh request to create an ethos.md, open with this checklist using
literal - [ ] checkboxes, marking the first step We're here:
End with "Ready to start?" and wait. On return visits, resume the earliest unfinished step instead of repeating the opening.
ethos.md records intent the user confirmed, not intent you inferred.
Tools, Harness, Evaluation Setup, and similar sections._(none)_, recorded in Open Questions, beats a plausible guess.| Term | Meaning |
|---|---|
| ethos.md | The agent's intent snapshot: front matter plus fourteen required ## sections, schema version 1 |
| Section | One required ## heading from the template. Extra headings are allowed and preserved |
| Inferred | Drafted from source; shown to the user as an option, never final |
| Confirmed | Answered or accepted by the user in this conversation |
| Legacy file | An ETHOS.md written by Eval Author 0.1.0; same schema, earlier file name |
Load the selected sub-flow skill when its step begins and follow it. This file carries the standard and the routing; the sub-flow carries the steps.
| Sub-flow | Use it to |
|---|---|
ethos-explore | Scan the agent's code and docs, then ask one intent question at a time; hand the agreed answers to ethos-write |
ethos-write | Render the template, save ethos.md, run the validator, show a gut-check, and get the user's confirmation; edit an existing file or rename an Eval Author 0.1.0 ETHOS.md |
created_timestamp on edits.Do not assume the user knows the term. Before the first question, explain in a sentence or two that ethos.md records what the agent should do, what it should avoid, and what a good result looks like, and that people and agents working on the agent read it first. Make the explanation concrete for this agent.
Ask one question per message, prefer multiple choice grounded in what the scan found, and always allow "I don't know". When reporting an existing file, lead with whether it validates and what it says the agent is for, then the gaps.
A local checkout of the agent, or a description of a planned one. Validation needs Python 3.10+.
ethos.md is a snapshot of intent; it does not prove the agent behaves that way. Measuring that belongs to evaluation tools such as Eval Author.
Request: "Help me write an ethos.md for this support bot."
Route: ethos-explore, after the path-ahead checklist.
Deliverable: a reviewed, validated ethos.md at the repository root.
Request: "Add a no-PII rule to Constraints in our ethos.md."
Route: ethos-write, editing Constraints in place.
Deliverable: the updated file, validated, with the change shown for review.
Request: "We still have the ETHOS.md Eval Author made last month."
Route: ethos-write, renaming the legacy file.
Deliverable: ethos.md with unchanged contents, validated.
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
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.
日本語の概要は準備中です。原文の説明を表示しています。
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.
日本語の概要は準備中です。原文の説明を表示しています。
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.
日本語の概要は準備中です。原文の説明を表示しています。
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'.
日本語の概要は準備中です。原文の説明を表示しています。
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`.
日本語の概要は準備中です。原文の説明を表示しています。
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.
日本語の概要は準備中です。原文の説明を表示しています。