Agent skill

Golem Parallel Workers Rust

by golemcloud in golemcloud/golem

Fan out work to multiple parallel agents and collect results in a Rust Golem project.

Custom licenceAuto-check passedAgent Workflows

Install Golem Parallel Workers Rust

skills CLI
$ npx skills add golemcloud/golem --skill golem-parallel-workers-rust -a claude-code

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

GitHub CLI
$ gh skill install golemcloud/golem golem-parallel-workers-rust --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/golemcloud/golem.git skills-src && mkdir -p .claude/skills && cp -r skills-src/golem-skills/skills/rust/golem-parallel-workers-rust .claude/skills/golem-parallel-workers-rust && 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
golem-parallel-workers-rust
GitHub stars
1.5k
Token cost
~2.3k tokens
SKILL.md length
376 words
Files
1
Skills in repo
289
Repo updated
First seen
Licence
Custom licence

At a glance

Fan out work to multiple parallel agents and collect results in a Rust Golem project.

  • Works in 2 steps: Child agents via AgentClient::get(id) —… → fork() — clone the current agent at the…
  • The user asks about parallel execution
  • SKILL.md covers Overview, Prerequisites, Approach 1: Child Agent Fan-Out and Approach 2: fork(), plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Golem Parallel Workers Rust is an agent skill from golemcloud/golem. Fan out work to multiple parallel agents and collect results in a Rust Golem project. Use when the user asks about parallel execution, fan-out/fan-in, spawning child agents for parallel work, forking, or aggregating results from multiple agents.

Its SKILL.md is about 2.3k 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 Agent Workflows, covering Subagents. It works with Rust. The repository describes itself as: Golem Cloud is the agent-native platform for building AI agents and distributed applications that never lose state, never duplicate work, and never require you to build…

When your agent uses it

  • The user asks about parallel execution
  • Spawning child agents for parallel work
  • Aggregating results from multiple agents

Example prompts

  • “/golem-parallel-workers-rust”

Workflow steps

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

  1. Child agents via AgentClient::get(id) — spawn separate agent instances, dispatch work, and collect results
  2. fork() — clone the current agent at the current execution point for lightweight parallel execution

What it can do on your machine

Read from SKILL.md and the folder at commit 2dea6b9. 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 (its code samples are rust and toml).

    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

Golem Parallel Workers Rust loads about 2.3k tokens when it runs. Until then it costs about 68 tokens; SKILL.md has 376 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~68
When it runs · the whole SKILL.md, loaded when a task matches
~2.3k

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 376 words (~2,340 tokens).

“Golem agents process invocations sequentially — a single agent cannot run work in parallel. To execute work concurrently, distribute it across multiple agent instances. This skill covers two approaches:”

— opening of SKILL.md by golemcloud, Custom licence
name
golem-parallel-workers-rust

Read the full SKILL.md on GitHub

Files

Just SKILL.md in golem-skills/skills/rust/golem-parallel-workers-rust of golemcloud/golem.

Open the folder on GitHubat commit 2dea6b9

Compare with similar skills

Golem Parallel Workers Rust 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.

Golem Parallel Workers Rust compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Golem Parallel Workers Rust this skillgolemcloud/golem1.5k—~2.3kAutomated safety check: PassCustom licence
Project Healthjezweb/claude-skills1.1k—~3kAutomated safety check: PassMIT
Archestra Dev Bench Analysisarchestra-ai/archestra4.3k—~1.4kAutomated safety check: PassCustom licence
Rust Build Hygienenubjs/nub4.4k—~2.2kAutomated safety check: PassMIT
SDK Seamgridaco/grida2.7k—~5kAutomated safety check: PassApache-2.0
Orchestratornubjs/nub4.4k—~4.4kAutomated safety check: PassMIT

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Works with

Categories

Questions about Golem Parallel Workers Rust

What does Golem Parallel Workers Rust do?

Fan out work to multiple parallel agents and collect results in a Rust Golem project. Golem Parallel Workers Rust is an agent skill from golemcloud/golem. Fan out work to multiple parallel agents and collect results in a Rust Golem project.

When should I use Golem Parallel Workers Rust?

Golem Parallel Workers Rust fits situations like: the user asks about parallel execution; spawning child agents for parallel work; aggregating results from multiple agents.

How do I install Golem Parallel Workers Rust in Claude Code?

Run `npx skills add golemcloud/golem --skill golem-parallel-workers-rust -a claude-code`. Or copy the skill folder (golem-skills/skills/rust/golem-parallel-workers-rust in golemcloud/golem) into .claude/skills/golem-parallel-workers-rust in your project. Claude Code loads it when a task matches its description.

How do I install Golem Parallel Workers Rust in Codex?

Run `npx skills add golemcloud/golem --skill golem-parallel-workers-rust -a codex`. Or copy the skill folder (golem-skills/skills/rust/golem-parallel-workers-rust in golemcloud/golem) into .agents/skills/golem-parallel-workers-rust in your project. Codex loads it when a task matches its description.

Can I use Golem Parallel Workers Rust 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 golemcloud/golem --skill golem-parallel-workers-rust -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/golem-parallel-workers-rust, .gemini/skills/golem-parallel-workers-rust, .github/skills/golem-parallel-workers-rust and .opencode/skills/golem-parallel-workers-rust in your project.

What does Golem Parallel Workers Rust need to run?

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

Does Golem Parallel Workers Rust 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 Golem Parallel Workers Rust 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 Golem Parallel Workers Rust use?

Golem Parallel Workers Rust 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 Golem Parallel Workers Rust use?

About 2.3k tokens (SKILL.md is roughly 9.4k 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 Golem Parallel Workers Rust?

Skills that share tags, products or a category with Golem Parallel Workers Rust: Project Health (jezweb/claude-skills, 1.1k stars), Archestra Dev Bench Analysis (archestra-ai/archestra, 4.3k stars), Rust Build Hygiene (nubjs/nub, 4.4k stars) and SDK Seam (gridaco/grida, 2.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Golem Parallel Workers Rust?

golemcloud (a GitHub organization) maintains it in golemcloud/golem, which has 1,506 GitHub stars. The repository holds 289 skills in this directory. The repository was last updated on October 7, 2026.

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