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Agent skill

Ultrawork

by zereight in zereight/gitlab-mcp

Parallel execution engine for high-throughput task completion.

MITAuto-check passed

Install Ultrawork

skills CLI
$ npx skills add zereight/gitlab-mcp --skill ultrawork -a claude-code

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

GitHub CLI
$ gh skill install zereight/gitlab-mcp ultrawork --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/zereight/gitlab-mcp.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/skills/ultrawork .claude/skills/ultrawork && 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
ultrawork
GitHub stars
2k
Used in
1 other repo
Token cost
~369 tokens
SKILL.md length
134 words
Files
1
Skills in repo
24
Repo updated
First seen
Licence
MIT

At a glance

Parallel execution engine for high-throughput task completion.

  • Works in 5 steps: Classify tasks by independence: parallel… → Fire independent tasks simultaneously… → Run dependent tasks sequentially after… → …
  • Parallel execution
  • SKILL.md covers When to Use, When NOT to Use, Relationship and Steps, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Ultrawork is an agent skill from zereight/gitlab-mcp. Parallel execution engine for high-throughput task completion. Activate when user says: ulw, ultrawork, parallel execution, run these in parallel.

Its SKILL.md is about 370 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: First gitlab mcp for you, building together. The licence is MIT.

When your agent uses it

  • Parallel execution
  • Run these in parallel

Example prompts

  • “/ultrawork”

Workflow steps

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

  1. Classify tasks by independence: parallel vs dependent
  2. Fire independent tasks simultaneously via @executor
  3. Run dependent tasks sequentially after prerequisites
  4. Background long operations (builds, installs, tests)
  5. Verify when all tasks complete (build passes, tests pass)

What it can do on your machine

Read from SKILL.md and the folder at commit b4f0d9d. 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

Ultrawork loads about 369 tokens when it runs. Until then it costs about 39 tokens; SKILL.md has 134 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~39
When it runs · the whole SKILL.md, loaded when a task matches
~369

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 zereight/gitlab-mcp at commit b4f0d9d, republished under its MIT licence (© zereight). 134 words, ~369 tokens.

Download SKILL.mdSave it as .claude/skills/ultrawork/SKILL.md (or your agent's skills folder).
name
ultrawork
description
Parallel execution engine for high-throughput task completion. Activate when user says: ulw, ultrawork, parallel execution, run these in parallel.
argument-hint
<task description with parallel work items>

Ultrawork

Parallel execution engine that runs multiple agents simultaneously for independent tasks. Component mode -- provides parallelism and smart model routing but not persistence or verification loops.

When to Use

  • Multiple independent tasks can run simultaneously
  • Need to delegate work to multiple agents at once

When NOT to Use

  • Need guaranteed completion with verification → use /ralph (includes ultrawork)
  • Full autonomous pipeline → use /omg-autopilot (includes ralph which includes ultrawork)
  • Only one sequential task → delegate directly to @executor

Relationship

ralph (persistence wrapper)
 └── includes: ultrawork (this skill)

omg-autopilot (autonomous execution)
 └── includes: ralph
     └── includes: ultrawork (this skill)

Steps

  1. Classify tasks by independence: parallel vs dependent
  2. Fire independent tasks simultaneously via @executor
  3. Run dependent tasks sequentially after prerequisites
  4. Background long operations (builds, installs, tests)
  5. Verify when all tasks complete (build passes, tests pass)

Execution Policy

  • Fire ALL independent tasks simultaneously
  • Run builds/tests in background
  • Match task complexity to appropriate model routing

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

Files

Just SKILL.md in .github/skills/ultrawork of zereight/gitlab-mcp.

Open the folder on GitHubat commit b4f0d9d

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in zereight/gitlab-mcp, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Ultrawork 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.

Ultrawork compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ultrawork this skillzereight/gitlab-mcp2k1 repos~369Automated safety check: PassMIT
Ultraworkcode-yeongyu/oh-my-openagent70k—~8kAutomated safety check: PassCustom licence
Parallels Discord Roundtripopenclaw/openclaw392k—~788Automated safety check: PassMIT
Openclaw Parallels Smokeopenclaw/openclaw392k—~8.4kAutomated safety check: NotesMIT
Parallel Execution Optimizeraffaan-m/ECC276k1 repos~712Automated safety check: PassMIT
Ultrawork Modecode-yeongyu/lazycodex3.7k—~6.9kAutomated safety check: PassMIT

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  • Ultrawork

    code-yeongyu/oh-my-openagent

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All 24 skills in this repo

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  • CCG Tri-Model Orchestration

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  • Cross-Language Coding Standards

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  • Remember Project Knowledge

    zereight/gitlab-mcp

    Sorts what you learned in a session into the right memory surface, filtering out ephemeral notes and duplicates before anything is stored.

    2k GitHub starsUsed in 1 repo~846 tokens
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  • Pre-Commit Security Scan

    zereight/gitlab-mcp

    Runs a fast security sweep of recent code changes before a commit or PR, checking for leaked secrets, vulnerable dependencies, unsafe input handling and auth gaps.

    2k GitHub starsUsed in 1 repo~859 tokens
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  • Skill Inventory Stocktake

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Questions about Ultrawork

What does Ultrawork do?

Parallel execution engine for high-throughput task completion. Ultrawork is an agent skill from zereight/gitlab-mcp. Parallel execution engine for high-throughput task completion.

When should I use Ultrawork?

Ultrawork fits situations like: parallel execution; run these in parallel.

How do I install Ultrawork in Claude Code?

Run `npx skills add zereight/gitlab-mcp --skill ultrawork -a claude-code`. Or copy the skill folder (.github/skills/ultrawork in zereight/gitlab-mcp) into .claude/skills/ultrawork in your project. Claude Code loads it when a task matches its description.

How do I install Ultrawork in Codex?

Run `npx skills add zereight/gitlab-mcp --skill ultrawork -a codex`. Or copy the skill folder (.github/skills/ultrawork in zereight/gitlab-mcp) into .agents/skills/ultrawork in your project. Codex loads it when a task matches its description.

Can I use Ultrawork 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 zereight/gitlab-mcp --skill ultrawork -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ultrawork, .gemini/skills/ultrawork, .github/skills/ultrawork and .opencode/skills/ultrawork in your project.

What does Ultrawork need to run?

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

Does Ultrawork 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 Ultrawork 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 Ultrawork use?

Ultrawork is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Ultrawork use?

About 369 tokens (SKILL.md is roughly 1.5k 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 Ultrawork?

Skills that share tags, products or a category with Ultrawork: Ultrawork (code-yeongyu/oh-my-openagent, 70k stars), Parallels Discord Roundtrip (openclaw/openclaw, 392k stars), Openclaw Parallels Smoke (openclaw/openclaw, 392k stars) and Parallel Execution Optimizer (affaan-m/ECC, 276k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ultrawork?

zereight (a GitHub user) maintains it in zereight/gitlab-mcp, which has 2,031 GitHub stars. The repository holds 24 skills in this directory. The repository was last updated on October 9, 2026.

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