Agent skill

Create Task

by Arize-ai in Arize-ai/phoenix

Create a new Harbor task for evaluating agents. An agent skill from Arize-ai/phoenix.

Custom licenceAuto-check: warningsTesting & QA

Install Create Task

The automated check flagged lines worth reading first. See the safety section below.

skills CLI
$ npx skills add Arize-ai/phoenix --skill create-task -a claude-code

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

GitHub CLI
$ gh skill install Arize-ai/phoenix create-task --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/Arize-ai/phoenix.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/create-task .claude/skills/create-task && 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
create-task
GitHub stars
12k
Token cost
~4.4k tokens
SKILL.md length
1,607 words
Files
1
Skills in repo
39
Repo updated
First seen
Licence
Custom licence

At a glance

Create a new Harbor task for evaluating agents. An agent skill from Arize-ai/phoenix.

  • Works in 9 steps: Scaffold the task → Write instruction.md → Build the environment → …
  • The user wants to scaffold
  • SKILL.md covers Step 1: Scaffold the task, Step 2: Write instruction.md, Step 3: Build the environment and Step 4: Decide how to verify, plus 8 more sections
  • Calls uvx, apt-get and curl; reaches astral.sh; needs ANTHROPIC_API_KEY

What it does

Create Task is an agent skill from Arize-ai/phoenix. Create a new Harbor task for evaluating agents. Use when the user wants to scaffold, build, or design a new task, benchmark problem, or eval. Guides through instruction writing, environment setup, verifier design (pytest vs Reward Kit vs custom), and solution scripting.

Its SKILL.md is about 4.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Testing & QA, covering Unit testing. It works with pytest and Docker. The repository describes itself as: AI Observability & Evaluation.

When your agent uses it

  • The user wants to scaffold
  • Design a new task
  • Benchmark problem

Example prompts

  • “/create-task”

Requirements

  • Python 3
  • Docker
  • A credential in ANTHROPIC_API_KEY

Workflow steps

9 steps, taken from the step headings in SKILL.md.

  1. Scaffold the task
  2. Write instruction.md
  3. Build the environment
  4. Decide how to verify
  5. Write the solution
  6. Configure task.toml
  7. Verify with the Oracle agent
  8. Test with a real agent (optional)
  9. Update README.md (always the final step)

What it can do on your machine

Read from SKILL.md and the folder at commit 3383f07. 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

    Shell commands in SKILL.md call:

    • uvx
    • apt-get
    • curl
    • sh

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

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • astral.sh

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

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • ANTHROPIC_API_KEY

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

Context cost

Create Task loads about 4.4k tokens when it runs. Until then it costs about 71 tokens; SKILL.md has 1,607 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~71
When it runs · the whole SKILL.md, loaded when a task matches
~4.4k

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: warnings

The automated check found patterns that need a careful read before installing.

  • WarningMentions a credentials file (SSH keys, cloud or package-manager tokens)SKILL.md:54
    Generate an SSH key pair in the files `~/.ssh/id_rsa` and `~/.ssh/id_rsa.pub`.
  • NotePipes a well-known installer script into a shellSKILL.md:142
    curl -LsSf https://astral.sh/uv/0.9.7/install.sh | sh
  • WarningMentions a credentials file (SSH keys, cloud or package-manager tokens)SKILL.md:159
    assert (Path.home() / ".ssh" / "id_rsa").exists()
  • WarningMentions a credentials file (SSH keys, cloud or package-manager tokens)SKILL.md:188
    ssh-keygen -t rsa -f ~/.ssh/id_rsa -N ""

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,607 words (~4,370 tokens).

“Guide the user through creating a new Harbor task end-to-end. Don't just dump commands — walk them through each decision, especially around the verifier (which is usually the hardest part).”

— opening of SKILL.md by Arize-ai, Custom licence
name
create-task

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .agents/skills/create-task of Arize-ai/phoenix.

Open the folder on GitHubat commit 3383f07

Compare with similar skills

Create Task 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.

Create Task compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Create Task this skillArize-ai/phoenix12k—~4.4kAutomated safety check: WarnCustom licence
Slow TestsUKGovernmentBEIS/inspect_ai2.9k—~1.4kAutomated safety check: PassMIT
Issue WriterNVIDIA/container-canary309—~1.1kAutomated safety check: PassApache-2.0
NIC Testing Patternsnginx/kubernetes-ingress5.1k—~2.8kAutomated safety check: PassApache-2.0
Run Testsartcc/freelingo158—~976Automated safety check: PassAGPL-3.0
Flowfile Testing And ValidationEdwardvaneechoud/Flowfile370—~8.3kAutomated safety check: NotesMIT

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Works with

Categories

Questions about Create Task

What does Create Task do?

Create a new Harbor task for evaluating agents. An agent skill from Arize-ai/phoenix. Create Task is an agent skill from Arize-ai/phoenix. Create a new Harbor task for evaluating agents.

When should I use Create Task?

Create Task fits situations like: the user wants to scaffold; design a new task; benchmark problem.

How do I install Create Task in Claude Code?

Run `npx skills add Arize-ai/phoenix --skill create-task -a claude-code`. Or copy the skill folder (.agents/skills/create-task in Arize-ai/phoenix) into .claude/skills/create-task in your project. Claude Code loads it when a task matches its description.

How do I install Create Task in Codex?

Run `npx skills add Arize-ai/phoenix --skill create-task -a codex`. Or copy the skill folder (.agents/skills/create-task in Arize-ai/phoenix) into .agents/skills/create-task in your project. Codex loads it when a task matches its description.

Can I use Create Task 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 Arize-ai/phoenix --skill create-task -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/create-task, .gemini/skills/create-task, .github/skills/create-task and .opencode/skills/create-task in your project.

What does Create Task need to run?

Going by SKILL.md and its folder, Create Task needs the command-line tools its instructions call (uvx, apt-get, curl and sh) and credentials named ANTHROPIC_API_KEY. Our summary lists: Python 3; Docker; A credential in ANTHROPIC_API_KEY.

Does Create Task access the network?

SKILL.md names 1 domain. In commands or code: astral.sh; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Create Task safe to install?

Our automated static check of SKILL.md flagged 3 warning(s): mentions a credentials file (ssh keys, cloud or package-manager tokens). Read the flagged lines before installing; the check is not a guarantee either way.

What licence does Create Task use?

Create Task has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Create Task use?

About 4.4k tokens (SKILL.md is roughly 17k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Create Task?

Skills that share tags, products or a category with Create Task: Slow Tests (UKGovernmentBEIS/inspect_ai, 2.9k stars), Issue Writer (NVIDIA/container-canary, 309 stars), NIC Testing Patterns (nginx/kubernetes-ingress, 5.1k stars) and Run Tests (artcc/freelingo, 158 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Create Task?

Arize-ai (a GitHub organization) maintains it in Arize-ai/phoenix, which has 11,738 GitHub stars. The repository holds 39 skills in this directory. The repository was last updated on October 7, 2026.

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