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Agent skill

Arkcli Datasets

by volcengine in volcengine/ark-cli

使用 ArkCLI 创建、校验、查询、更新、删除、版本化和下载 Dataset。用户提到 Dataset、数据集、ds-、dsv-、训练集/验证集复用、数据格式校验或把 Dataset 接入精调任务时使用。

Apache-2.0Auto-check passedMedia & Creative

Install Arkcli Datasets

skills CLI
$ npx skills add volcengine/ark-cli --skill arkcli-datasets -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install volcengine/ark-cli arkcli-datasets --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/volcengine/ark-cli.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/arkcli-datasets .claude/skills/arkcli-datasets && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
arkcli-datasets
GitHub stars
140
Token cost
~535 tokens
SKILL.md length
153 words
Files
3 (incl. references)
Skills in repo
25
Repo updated
First seen
Licence
Apache-2.0

At a glance

使用 ArkCLI 创建、校验、查询、更新、删除、版本化和下载 Dataset。用户提到 Dataset、数据集、ds-、dsv-、训练集/验证集复用、数据格式校验或把 Dataset 接入精调任务时使用。

  • Works in 9 steps: 先执行 arkcli auth status；认证失败时按 shared… → 执行前读取目标叶子命令的 --help，以当前安装版本为准。 → dataset-format 只接受… → …
  • Media & Creative work in your project
  • SKILL.md covers 能力范围, 执行守卫 and 工作流
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Arkcli Datasets is an agent skill from volcengine/ark-cli. 使用 ArkCLI 创建、校验、查询、更新、删除、版本化和下载 Dataset。用户提到 Dataset、数据集、ds-、dsv-、训练集/验证集复用、数据格式校验或把 Dataset 接入精调任务时使用。

Its SKILL.md is about 540 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/commands.md` and `references/evals.md`).

It sits in Media & Creative. The repository describes itself as: The fastest way to put Volcengine Ark in your terminal and your AI agent — go from prompt to generated media, multimodal answer, or deployed endpoint in a single command, no API… The licence is Apache-2.0.

When your agent uses it

  • Media & Creative work in your project

Example prompts

  • “/arkcli-datasets”

Workflow steps

9 steps, taken from the first numbered list in SKILL.md.

  1. 先执行 arkcli auth status；认证失败时按 shared skill 恢复。
  2. 执行前读取目标叶子命令的 --help，以当前安装版本为准。
  3. dataset-format 只接受 LLMSft、LLMPretrain、LLMDPO、LLMRL、EmbeddingSft、ImageGenSft、VideoGenSft；不要发送展示文案或其他后端 SchemaType。
  4. local 与 --tos-uri 互斥。本地输入只接受 .jsonl，最多 20 个文件；多个 TOS URI 必须属于同一 bucket。--tos-uri 必须能被当前身份列举且至少包含一个 .jsonl；不能复用 CLI 上传结果中的 ds-ds/*…
  5. 创建和新增版本会先逐个校验输入；ValidateDataset.StorageRawLocation.Storage 不发送 AccountID，但随后两种工作流的 CreateDatasetVersion.Storage 都必须发送当前账号的数值型…
  6. dataset version get --preview 读取每个对象最多 100 KiB（102400 字节）内容，与控制台 Dataset 预览上限一致；版本 SID 仍可省略 Dataset ID。下载既支持 dataset download…
  7. 删除前先展示版本数、存储路径数以及可获取时的对象数和总字节数，再单独确认。
  8. 创建、版本创建、校验、下载、更新、删除支持叶子级 --dry-run。只读的 list/get 不使用 --dry-run；version get --preview 是真实只读查询，不是 Client Preview。
  9. Client Preview 只展示离线计划；它不上传、不校验服务端数据，也不代替删除确认。

What it can do on your machine

Read from SKILL.md and the folder at commit fb5b7be. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Arkcli Datasets loads about 535 tokens when it runs, and up to ~2.5k if it reads all its reference files. Until then it costs about 30 tokens; SKILL.md has 153 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~30
When it runs · the whole SKILL.md, loaded when a task matches
~535
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.5k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from volcengine/ark-cli at commit fb5b7be, republished under its Apache-2.0 licence (© volcengine). 153 words, ~535 tokens.

Download SKILL.mdSave it as .claude/skills/arkcli-datasets/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
arkcli-datasets
description
使用 ArkCLI 创建、校验、查询、更新、删除、版本化和下载 Dataset。用户提到 Dataset、数据集、ds-*、dsv-*、训练集/验证集复用、数据格式校验或把 Dataset 接入精调任务时使用。

ArkCLI 数据集

先读取 ../arkcli-shared/SKILL.md，遵循认证、输出、安全、Client Preview 和二次确认规则。

能力范围

  • 创建 Dataset 及首个 V1，或为已有 Dataset 创建新版本。
  • 从本地 .jsonl 文件或同一 TOS bucket 下的对象映射数据。
  • 根据基础模型的精调配置解析准确 DatasetSchema 并执行服务端校验。
  • 查询、更新、删除 Dataset，查询版本，下载版本中的 TOS 对象。
  • 为 train finetune create 产出稳定的 <dataset-id>:<version-id> 引用。

只处理精调任务本身时改用 ../arkcli-train-finetune/SKILL.md。不要用 Raw API 模拟已有的 dataset 产品命令。

执行守卫

  1. 先执行 arkcli auth status；认证失败时按 shared skill 恢复。
  2. 执行前读取目标叶子命令的 --help，以当前安装版本为准。
  3. --dataset-format 只接受 LLMSft、LLMPretrain、LLMDPO、LLMRL、EmbeddingSft、ImageGenSft、VideoGenSft；不要发送展示文案或其他后端 SchemaType。
  4. --local 与 --tos-uri 互斥。本地输入只接受 .jsonl，最多 20 个文件；多个 TOS URI 必须属于同一 bucket。--tos-uri 必须能被当前身份列举且至少包含一个 .jsonl；不能复用 CLI 上传结果中的 ds-ds/* 暂存路径，应使用已注册版本的 ark/dataset/<dataset-id>/<dataset-version-id>/ 路径或其他可读数据路径。
  5. 创建和新增版本会先逐个校验输入；ValidateDataset.StorageRawLocation.Storage 不发送 AccountID，但随后两种工作流的 CreateDatasetVersion.Storage 都必须发送当前账号的数值型 AccountID。CreateDatasetVersion 不发送可选的 Name，CLI 也不提供该参数；正式版本号完全以服务端响应中的 Version 为准。任一步失败都保留已上传对象或已创建 Dataset，不臆造回滚。
  6. dataset version get <dataset-id> <Vn|dsv-*> --preview 读取每个对象最多 100 KiB（102400 字节）内容，与控制台 Dataset 预览上限一致；版本 SID 仍可省略 Dataset ID。下载既支持 dataset download ... --version ...，也支持 dataset version download <dataset-id> <Vn|dsv-*>，且都不覆盖已有文件。
  7. 删除前先展示版本数、存储路径数以及可获取时的对象数和总字节数，再单独确认。
  8. 创建、版本创建、校验、下载、更新、删除支持叶子级 --dry-run。只读的 list/get 不使用 --dry-run；version get --preview 是真实只读查询，不是 Client Preview。
  9. Client Preview 只展示离线计划；它不上传、不校验服务端数据，也不代替删除确认。

Volc 本地上传使用当前 profile 对应区域的 TOS endpoint，并启用 bucket rename。

工作流

只加载当前任务需要的 reference。

© volcengine, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files (references) in skills/arkcli-datasets of volcengine/ark-cli.

  • SKILL.md
  • references/commands.md
  • references/evals.md

Open the folder on GitHubat commit fb5b7be

Compare with similar skills

Arkcli Datasets next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Arkcli Datasets compared with similar skills
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Arkcli Datasets this skillvolcengine/ark-cli140—~535Automated safety check: PassApache-2.0
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Guizang Social Cardsop7418/guizang-social-card-skill7.4k1 repos~7.8kAutomated safety check: PassAGPL-3.0
Weekly Changelog Videoheygen-com/hyperframes58k—~3.3kAutomated safety check: PassApache-2.0
Anthropic Brand Stylinganthropics/skills180k29 repos~559Automated safety check: PassApache-2.0

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Categories

Questions about Arkcli Datasets

What does Arkcli Datasets do?

使用 ArkCLI 创建、校验、查询、更新、删除、版本化和下载 Dataset。用户提到 Dataset、数据集、ds-、dsv-、训练集/验证集复用、数据格式校验或把 Dataset 接入精调任务时使用。. Arkcli Datasets is an agent skill from volcengine/ark-cli.

When should I use Arkcli Datasets?

Arkcli Datasets fits situations like: media & Creative work in your project.

How do I install Arkcli Datasets in Claude Code?

Run `npx skills add volcengine/ark-cli --skill arkcli-datasets -a claude-code`. Or copy the skill folder (skills/arkcli-datasets in volcengine/ark-cli) into .claude/skills/arkcli-datasets in your project. Claude Code loads it when a task matches its description.

How do I install Arkcli Datasets in Codex?

Run `npx skills add volcengine/ark-cli --skill arkcli-datasets -a codex`. Or copy the skill folder (skills/arkcli-datasets in volcengine/ark-cli) into .agents/skills/arkcli-datasets in your project. Codex loads it when a task matches its description.

Can I use Arkcli Datasets in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add volcengine/ark-cli --skill arkcli-datasets -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/arkcli-datasets, .gemini/skills/arkcli-datasets, .github/skills/arkcli-datasets and .opencode/skills/arkcli-datasets in your project.

What does Arkcli Datasets need to run?

SKILL.md names no scripts, command-line tools or credentials: Arkcli Datasets is instructions for the agent only.

Does Arkcli Datasets access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Arkcli Datasets safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Arkcli Datasets use?

Arkcli Datasets is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Arkcli Datasets use?

About 535 tokens (SKILL.md is roughly 2.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2k tokens, read only when the agent opens those files.

What are the alternatives to Arkcli Datasets?

Skills that share tags, products or a category with Arkcli Datasets: Gh Stack (remotion-dev/remotion, 62k stars), HyperFrames Media Use (heygen-com/hyperframes, 58k stars), Guizang Social Cards (op7418/guizang-social-card-skill, 7.4k stars) and Weekly Changelog Video (heygen-com/hyperframes, 58k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Arkcli Datasets?

volcengine (a GitHub organization) maintains it in volcengine/ark-cli, which has 140 GitHub stars. The repository holds 25 skills in this directory. The repository was last updated on September 29, 2026.

Source: volcengine/ark-cli on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.