Complete CLI reference for the ADS AQUA command-line interface (ads aqua).
$ npx skills add oracle/accelerated-data-science --skill aqua-cli -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install oracle/accelerated-data-science aqua-cli --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/oracle/accelerated-data-science.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/aqua-cli .claude/skills/aqua-cli && rm -rf skills-srcUse ~/.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/
Install the "aqua-cli" agent skill from https://github.com/oracle/accelerated-data-science/tree/main/skills/aqua-cli into .claude/skills/aqua-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aqua-cli", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/oracle/accelerated-data-science/tree/main/skills/aqua-cliType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add oracle/accelerated-data-science --skill aqua-cli -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install oracle/accelerated-data-science aqua-cli --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/oracle/accelerated-data-science.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/aqua-cli .agents/skills/aqua-cli && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "aqua-cli" agent skill from https://github.com/oracle/accelerated-data-science/tree/main/skills/aqua-cli into .agents/skills/aqua-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aqua-cli", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add oracle/accelerated-data-science --skill aqua-cli -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install oracle/accelerated-data-science aqua-cli --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/oracle/accelerated-data-science.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/aqua-cli .cursor/skills/aqua-cli && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "aqua-cli" agent skill from https://github.com/oracle/accelerated-data-science/tree/main/skills/aqua-cli into .cursor/skills/aqua-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aqua-cli", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/oracle/accelerated-data-science.git --path skills/aqua-cli--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add oracle/accelerated-data-science --skill aqua-cli -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install oracle/accelerated-data-science aqua-cli --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/oracle/accelerated-data-science.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/aqua-cli .gemini/skills/aqua-cli && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "aqua-cli" agent skill from https://github.com/oracle/accelerated-data-science/tree/main/skills/aqua-cli into .gemini/skills/aqua-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aqua-cli", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install oracle/accelerated-data-science aqua-cliInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add oracle/accelerated-data-science --skill aqua-cli -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/oracle/accelerated-data-science.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/aqua-cli .github/skills/aqua-cli && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "aqua-cli" agent skill from https://github.com/oracle/accelerated-data-science/tree/main/skills/aqua-cli into .github/skills/aqua-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aqua-cli", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add oracle/accelerated-data-science --skill aqua-cli -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install oracle/accelerated-data-science aqua-cli --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/oracle/accelerated-data-science.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/aqua-cli .opencode/skills/aqua-cli && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "aqua-cli" agent skill from https://github.com/oracle/accelerated-data-science/tree/main/skills/aqua-cli into .opencode/skills/aqua-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aqua-cli", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
aqua-cliComplete CLI reference for the ADS AQUA command-line interface (ads aqua).
Aqua CLI is an agent skill from oracle/accelerated-data-science, published by the product's own GitHub organization. Complete CLI reference for the ADS AQUA command-line interface (ads aqua). Covers all model, deployment, evaluation, and fine-tuning commands with full parameter documentation. Triggered when user asks about CLI commands, wants to run AQUA operations from terminal, or needs command syntax.
Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/params.md`).
It sits in AI & LLM Engineering, covering Fine-tuning and Deployment. It works with Python. The repository describes itself as: ADS is the Oracle Data Science Cloud Service's python SDK supporting, model ops (train/eval/deploy), along with running workloads on Jobs and Pipeline resources.
Read from SKILL.md and the folder at commit 0418ab4. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
pipFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use pip, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Aqua CLI loads about 2.1k tokens when it runs, and up to ~4.8k if it reads all its reference files. Until then it costs about 75 tokens; SKILL.md has 152 words of instructions outside code blocks.
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.
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.
Its licence (UPL-1.0) doesn't allow us to republish the file, so here is its outline and opening line. It has 152 words (~2,147 tokens).
“The ads aqua CLI provides command-line access to all AI Quick Actions operations. It uses Python Fire under the hood.”
SKILL.md and 1 other file (references) in skills/aqua-cli of oracle/accelerated-data-science.
Open the folder on GitHubat commit 0418ab4
Aqua CLI 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Aqua CLI this skilloracle/accelerated-data-science | 125 | — | ~2.1k | Automated safety check: Pass | UPL-1.0 | |
| Rl Standard Launch Leonardoopen-thoughts/OpenThoughts-Agent | 301 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | |
| Monitor With HaolemeHaolemeApp/Haoleme | 157 | — | ~1.3k | Automated safety check: Pass | AGPL-3.0 | |
| Hugging Face Vision Trainerhuggingface/skills | 11k | 1 repos | ~7.5k | Automated safety check: Pass | Apache-2.0 | |
| Google Agents CLI Adk Codepifferologo/cloud-agents-cli | 129 | 1 repos | ~768 | Automated safety check: Pass | Apache-2.0 | |
| Axolotl Fine-Tuning ReferenceOrchestra-Research/AI-Research-SKILLs | 13k | 9 repos | ~1.2k | Automated safety check: Pass | MIT |
open-thoughts/OpenThoughts-Agent
Launch, relaunch, or sweep STANDARD (non-agentic) SkyRL RL on CINECA Leonardo — GRPO on math/reasoning datasets (gsm8k, MATH/aime) and on-policy distillation (OPD, teacher→student) — via raw sbatch…
HaolemeApp/Haoleme
Selectively monitor important long-running or resource-intensive commands with Haoleme by prefixing them with hao, so status, output, and completion notifications sync to the mobile app.
huggingface/skills
Trains and fine-tunes object detection, image classification and SAM or SAM2 segmentation models on Hugging Face Jobs cloud GPUs and saves the results to the Hub.
pifferologo/cloud-agents-cli
This skill should be used when the user wants to "write agent code", "build an agent with ADK", "add a tool", "create a callback", "define an agent", "use state management", or needs ADK (Agent…
Orchestra-Research/AI-Research-SKILLs
Quick-reference help for fine-tuning language models with Axolotl, covering YAML configs, FSDP, context parallelism, compressed saves and dataset formats.
Orchestra-Research/AI-Research-SKILLs
Walks through aligning language models with SimPO, a reference-free preference optimization method, using accelerate configs for Mistral 7B, Llama 3 8B and math-focused models.
oracle/accelerated-data-science
Deploy LLM models on OCI using AI Quick Actions (AQUA) - single model, multi-model, stacked (LoRA), with GPU shape selection, vLLM configuration, streaming, and tool calling.
oracle/accelerated-data-science
Register, list, get, and manage LLM models in OCI AI Quick Actions (AQUA) using the ADS SDK.
oracle/accelerated-data-science
Evaluate LLM model quality using BERTScore, ROUGE, Perplexity, and Text Readability metrics on OCI AI Quick Actions (AQUA).
oracle/accelerated-data-science
Fine-tune LLM models using LoRA on OCI AI Quick Actions (AQUA).
oracle/accelerated-data-science
Set up Prometheus and Grafana monitoring for AQUA vLLM model deployments on OCI.
oracle/accelerated-data-science
Diagnose and fix OCI AI Quick Actions (AQUA) issues including deployment failures, OOM errors, authorization problems, capacity issues, container errors, and policy misconfigurations.
Works with
Categories
Complete CLI reference for the ADS AQUA command-line interface (ads aqua). Aqua CLI is an agent skill from oracle/accelerated-data-science, published by the product's own GitHub organization. Complete CLI reference for the ADS AQUA command-line interface (ads aqua).
Aqua CLI fits situations like: asks about CLI commands; wants to run AQUA operations from terminal; needs command syntax.
Run `npx skills add oracle/accelerated-data-science --skill aqua-cli -a claude-code`. Or copy the skill folder (skills/aqua-cli in oracle/accelerated-data-science) into .claude/skills/aqua-cli in your project. Claude Code loads it when a task matches its description.
Run `npx skills add oracle/accelerated-data-science --skill aqua-cli -a codex`. Or copy the skill folder (skills/aqua-cli in oracle/accelerated-data-science) into .agents/skills/aqua-cli in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add oracle/accelerated-data-science --skill aqua-cli -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/aqua-cli, .gemini/skills/aqua-cli, .github/skills/aqua-cli and .opencode/skills/aqua-cli in your project.
Going by SKILL.md and its folder, Aqua CLI needs the command-line tools its instructions call (pip). Our summary lists: Python 3.
SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
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.
Aqua CLI is published under the UPL-1.0 licence (the repository's licence).
About 2.1k tokens (SKILL.md is roughly 8.6k 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 2.7k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Aqua CLI: Rl Standard Launch Leonardo (open-thoughts/OpenThoughts-Agent, 301 stars), Monitor With Haoleme (HaolemeApp/Haoleme, 157 stars), Hugging Face Vision Trainer (huggingface/skills, 11k stars) and Google Agents CLI Adk Code (pifferologo/cloud-agents-cli, 129 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
oracle (a GitHub organization, an official publisher) maintains it in oracle/accelerated-data-science, which has 125 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on September 3, 2026.
Source: oracle/accelerated-data-science on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.
