Golem Parallel Workers Moonbit
golemcloud/golem
Fan out work to multiple parallel agents and collect results in a MoonBit Golem project.
Fans out work to multiple durable agents and collects results with Effect structured concurrency.
Custom licenceAuto-check passed
Install Golem Parallel Workers Effect
$ npx skills add golemcloud/golem --skill golem-parallel-workers-effect -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install golemcloud/golem golem-parallel-workers-effect --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/golemcloud/golem.git skills-src && mkdir -p .claude/skills && cp -r skills-src/golem-skills/skills/effect/golem-parallel-workers-effect .claude/skills/golem-parallel-workers-effect && 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 "golem-parallel-workers-effect" agent skill from https://github.com/golemcloud/golem/tree/main/golem-skills/skills/effect/golem-parallel-workers-effect into .claude/skills/golem-parallel-workers-effect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golem-parallel-workers-effect", 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/golemcloud/golem/tree/main/golem-skills/skills/effect/golem-parallel-workers-effectType 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 golemcloud/golem --skill golem-parallel-workers-effect -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install golemcloud/golem golem-parallel-workers-effect --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/golemcloud/golem.git skills-src && mkdir -p .agents/skills && cp -r skills-src/golem-skills/skills/effect/golem-parallel-workers-effect .agents/skills/golem-parallel-workers-effect && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "golem-parallel-workers-effect" agent skill from https://github.com/golemcloud/golem/tree/main/golem-skills/skills/effect/golem-parallel-workers-effect into .agents/skills/golem-parallel-workers-effect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golem-parallel-workers-effect", 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 golemcloud/golem --skill golem-parallel-workers-effect -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install golemcloud/golem golem-parallel-workers-effect --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/golemcloud/golem.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/golem-skills/skills/effect/golem-parallel-workers-effect .cursor/skills/golem-parallel-workers-effect && 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 "golem-parallel-workers-effect" agent skill from https://github.com/golemcloud/golem/tree/main/golem-skills/skills/effect/golem-parallel-workers-effect into .cursor/skills/golem-parallel-workers-effect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golem-parallel-workers-effect", 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/golemcloud/golem.git --path golem-skills/skills/effect/golem-parallel-workers-effect--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 golemcloud/golem --skill golem-parallel-workers-effect -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install golemcloud/golem golem-parallel-workers-effect --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/golemcloud/golem.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/golem-skills/skills/effect/golem-parallel-workers-effect .gemini/skills/golem-parallel-workers-effect && 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 "golem-parallel-workers-effect" agent skill from https://github.com/golemcloud/golem/tree/main/golem-skills/skills/effect/golem-parallel-workers-effect into .gemini/skills/golem-parallel-workers-effect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golem-parallel-workers-effect", 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 golemcloud/golem golem-parallel-workers-effectInstalls 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 golemcloud/golem --skill golem-parallel-workers-effect -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/golemcloud/golem.git skills-src && mkdir -p .github/skills && cp -r skills-src/golem-skills/skills/effect/golem-parallel-workers-effect .github/skills/golem-parallel-workers-effect && 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 "golem-parallel-workers-effect" agent skill from https://github.com/golemcloud/golem/tree/main/golem-skills/skills/effect/golem-parallel-workers-effect into .github/skills/golem-parallel-workers-effect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golem-parallel-workers-effect", 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 golemcloud/golem --skill golem-parallel-workers-effect -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install golemcloud/golem golem-parallel-workers-effect --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/golemcloud/golem.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/golem-skills/skills/effect/golem-parallel-workers-effect .opencode/skills/golem-parallel-workers-effect && 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 "golem-parallel-workers-effect" agent skill from https://github.com/golemcloud/golem/tree/main/golem-skills/skills/effect/golem-parallel-workers-effect into .opencode/skills/golem-parallel-workers-effect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golem-parallel-workers-effect", 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.
Facts
- Skill name
golem-parallel-workers-effect- GitHub stars
- 1.5k
- Token cost
- ~2.5k tokens
- SKILL.md length
- 834 words
- Files
- 1
- Skills in repo
- 289
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Fans out work to multiple durable agents and collects results with Effect structured concurrency.
- Parallel execution
- SKILL.md covers Fan Out to Durable Child Agents, Bound Concurrency, Fail-Fast and Partial Results and Child Fibers Are Structured,…, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Bounded concurrency
What it does
Golem Parallel Workers Effect is an agent skill from golemcloud/golem. Fans out work to multiple durable agents and collects results with Effect structured concurrency. Use for parallel execution, fan-out/fan-in, bounded concurrency, child fibers, agent forks, or aggregating remote agent results in an @golemcloud/effect-golem project.
Its SKILL.md is about 2.5k 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: 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
- Parallel execution
- Bounded concurrency
- Aggregating remote agent results in an @golemcloud/effect-golem project
Example prompts
- “/golem-parallel-workers-effect”
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 typescript).
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 Effect loads about 2.5k tokens when it runs. Until then it costs about 74 tokens; SKILL.md has 834 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.
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 834 words (~2,465 tokens).
“Golem runs invocations to one durable agent instance sequentially. For actual parallel work, send the work to distinct agent instances and compose their typed remote-call Effects with Effect v4 structured-concurrency operators. Do not translate Promise.all, floating promises, or async handlers…”
- name
- golem-parallel-workers-effect
Files
Just SKILL.md in golem-skills/skills/effect/golem-parallel-workers-effect of golemcloud/golem.
Open the folder on GitHubat commit 2dea6b9
Compare with similar skills
Golem Parallel Workers Effect 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 |
|---|---|---|---|---|---|---|
| Golem Parallel Workers Effect this skillgolemcloud/golem | 1.5k | — | ~2.5k | Automated safety check: Pass | Custom licence | |
| Golem Parallel Workers Moonbitgolemcloud/golem | 1.5k | — | ~1.7k | Automated safety check: Pass | Custom licence | |
| Golem Parallel Workers Rustgolemcloud/golem | 1.5k | — | ~2.3k | Automated safety check: Pass | Custom licence | |
| Golem Parallel Workers Scalagolemcloud/golem | 1.5k | — | ~1.9k | Automated safety check: Pass | Custom licence | |
| Golem Parallel Workers TSgolemcloud/golem | 1.5k | — | ~2.2k | Automated safety check: Pass | Custom licence | |
| Golem Durable Streams Effectgolemcloud/golem | 1.5k | — | ~1.4k | Automated safety check: Pass | Custom licence |
Similar skills
Golem Parallel Workers Rust
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Golem Parallel Workers Scala
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Golem Parallel Workers TS
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Fan out work to multiple parallel agents and collect results in a TypeScript Golem project.
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Golem Configure Durability Effect
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Questions about Golem Parallel Workers Effect
What does Golem Parallel Workers Effect do?
Fans out work to multiple durable agents and collects results with Effect structured concurrency. Golem Parallel Workers Effect is an agent skill from golemcloud/golem. Fans out work to multiple durable agents and collects results with Effect structured concurrency.
When should I use Golem Parallel Workers Effect?
Golem Parallel Workers Effect fits situations like: parallel execution; bounded concurrency; aggregating remote agent results in an @golemcloud/effect-golem project.
How do I install Golem Parallel Workers Effect in Claude Code?
Run `npx skills add golemcloud/golem --skill golem-parallel-workers-effect -a claude-code`. Or copy the skill folder (golem-skills/skills/effect/golem-parallel-workers-effect in golemcloud/golem) into .claude/skills/golem-parallel-workers-effect in your project. Claude Code loads it when a task matches its description.
How do I install Golem Parallel Workers Effect in Codex?
Run `npx skills add golemcloud/golem --skill golem-parallel-workers-effect -a codex`. Or copy the skill folder (golem-skills/skills/effect/golem-parallel-workers-effect in golemcloud/golem) into .agents/skills/golem-parallel-workers-effect in your project. Codex loads it when a task matches its description.
Can I use Golem Parallel Workers Effect 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-effect -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-effect, .gemini/skills/golem-parallel-workers-effect, .github/skills/golem-parallel-workers-effect and .opencode/skills/golem-parallel-workers-effect in your project.
What does Golem Parallel Workers Effect need to run?
SKILL.md names no scripts, command-line tools or credentials: Golem Parallel Workers Effect is instructions for the agent only.
Does Golem Parallel Workers Effect 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 Effect 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 Effect use?
Golem Parallel Workers Effect 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 Effect use?
About 2.5k tokens (SKILL.md is roughly 9.9k 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 Effect?
Skills that share tags, products or a category with Golem Parallel Workers Effect: Golem Parallel Workers Moonbit (golemcloud/golem, 1.5k stars), Golem Parallel Workers Rust (golemcloud/golem, 1.5k stars), Golem Parallel Workers Scala (golemcloud/golem, 1.5k stars) and Golem Parallel Workers TS (golemcloud/golem, 1.5k 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 Effect?
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.