Agent skill

Pool

by opensage-agent in opensage-agent/opensage-adk

Run N tasks under a concurrency cap K via a sliding-window worker pool.

Apache-2.0Auto-check passedAgent Workflows

Install Pool

skills CLI

$ npx skills add opensage-agent/opensage-adk --skill pool -a claude-code

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

GitHub CLI

$ gh skill install opensage-agent/opensage-adk pool --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/opensage-agent/opensage-adk.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/opensage/bash_tools/workflow/pool .claude/skills/pool && 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/

Paste into Claude Code

Install the "pool" agent skill from https://github.com/opensage-agent/opensage-adk/tree/main/src/opensage/bash_tools/workflow/pool into .claude/skills/pool/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pool", 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

$skill-installer install https://github.com/opensage-agent/opensage-adk/tree/main/src/opensage/bash_tools/workflow/pool

Type 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.

skills CLI

$ npx skills add opensage-agent/opensage-adk --skill pool -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install opensage-agent/opensage-adk pool --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/opensage-agent/opensage-adk.git skills-src && mkdir -p .agents/skills && cp -r skills-src/src/opensage/bash_tools/workflow/pool .agents/skills/pool && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "pool" agent skill from https://github.com/opensage-agent/opensage-adk/tree/main/src/opensage/bash_tools/workflow/pool into .agents/skills/pool/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pool", 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.

skills CLI

$ npx skills add opensage-agent/opensage-adk --skill pool -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install opensage-agent/opensage-adk pool --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/opensage-agent/opensage-adk.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/src/opensage/bash_tools/workflow/pool .cursor/skills/pool && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "pool" agent skill from https://github.com/opensage-agent/opensage-adk/tree/main/src/opensage/bash_tools/workflow/pool into .cursor/skills/pool/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pool", 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

$ gemini skills install https://github.com/opensage-agent/opensage-adk.git --path src/opensage/bash_tools/workflow/pool

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add opensage-agent/opensage-adk --skill pool -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install opensage-agent/opensage-adk pool --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/opensage-agent/opensage-adk.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/src/opensage/bash_tools/workflow/pool .gemini/skills/pool && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "pool" agent skill from https://github.com/opensage-agent/opensage-adk/tree/main/src/opensage/bash_tools/workflow/pool into .gemini/skills/pool/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pool", 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.

GitHub CLI

$ gh skill install opensage-agent/opensage-adk pool

Installs 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).

skills CLI

$ npx skills add opensage-agent/opensage-adk --skill pool -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/opensage-agent/opensage-adk.git skills-src && mkdir -p .github/skills && cp -r skills-src/src/opensage/bash_tools/workflow/pool .github/skills/pool && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "pool" agent skill from https://github.com/opensage-agent/opensage-adk/tree/main/src/opensage/bash_tools/workflow/pool into .github/skills/pool/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pool", 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.

skills CLI

$ npx skills add opensage-agent/opensage-adk --skill pool -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install opensage-agent/opensage-adk pool --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/opensage-agent/opensage-adk.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/src/opensage/bash_tools/workflow/pool .opencode/skills/pool && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "pool" agent skill from https://github.com/opensage-agent/opensage-adk/tree/main/src/opensage/bash_tools/workflow/pool into .opencode/skills/pool/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pool", 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: pool
GitHub stars: 127
Token cost: ~462 tokens
SKILL.md length: 132 words
Files: 1
Skills in repo: 21
Repo updated: Aug 4, 2026
First seen: Oct 7, 2026
Licence: Apache-2.0

At a glance

Run N tasks under a concurrency cap K via a sliding-window worker pool.

Many subagent invocations would otherwise hit provider rate limits
SKILL.md covers Usage, Common Use Cases and Requires Sandbox
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
Tasks that involve Rate limiting

What it does

Pool is an agent skill from opensage-agent/opensage-adk. Run N tasks under a concurrency cap K via a sliding-window worker pool. Use when many subagent invocations would otherwise hit provider rate limits.

Its SKILL.md is about 460 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 Rate limiting and Subagents. The licence is Apache-2.0.

When your agent uses it

Many subagent invocations would otherwise hit provider rate limits
Tasks that involve Rate limiting
Tasks that involve Subagents

Example prompts

“/pool”

What it can do on your machine

Read from SKILL.md and the folder at commit 54d6470. 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

Pool loads about 462 tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 132 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~38
When it runs · the whole SKILL.md, loaded when a task matches: ~462

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 opensage-agent/opensage-adk at commit 54d6470, republished under its Apache-2.0 licence (© opensage-agent). 132 words, ~462 tokens.

Download SKILL.mdSave it as .claude/skills/pool/SKILL.md (or your agent's skills folder).

name: pool
description: Run N tasks under a concurrency cap K via a sliding-window worker pool. Use when many subagent invocations would otherwise hit provider rate limits.

Pool Pattern

Many tasks (say 20) to run via subagents, but provider RPM/TPM (or memory) caps how many can run at once (say 6). Maintain a sliding window of K active subagents.

Usage

tasks = [task_1, task_2, ..., task_N]
K = 6                          # concurrency cap
active = {}                    # sid -> task_id
done = {}                      # task_id -> final result text

while tasks or active:
    # Fill the pool up to K
    while tasks and len(active) < K:
        t = tasks.pop(0)
        r = call_subagent(agent_name="worker", request=t.prompt, mode="async")
        active[r.session_id] = t.id

    # Short-poll for any one to finish, then drain
    for sid in list(active.keys()):
        r = wait_for_subagent(sid, timeout=1.0)
        if r.success and r.state in ("sleeping", "unloaded"):
            done[active[sid]] = read_inbox_for(sid)
            del active[sid]
            break  # restart fill loop

Key points:

No first-completed multi-wait primitive yet. wait_for_subagent with a small timeout polls; loop until one finishes.
K depends on the provider. Hosted Anthropic / OpenAI vs local LiteLLM proxy → very different limits. Start with 4-6.
Order of completion is unpredictable. Don't assume done-order matches submission order.
Failed tasks free their slot like any other completion. Retry failed ones in a separate pass, or feed them into the multi-model pattern.

Common Use Cases

Batch evaluation: N CTF / SWE-bench tasks on one orchestrator
Bulk code review on many files
Fan-out exploration when each branch is independent

Requires Sandbox

None — pure orchestration.

Files

Just SKILL.md in src/opensage/bash_tools/workflow/pool of opensage-agent/opensage-adk.

Open the folder on GitHubat commit 54d6470

Compare with similar skills

Pool 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.

Pool compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Pool this skillopensage-agent/opensage-adk	127	—	~462	Automated safety check: Pass	Apache-2.0	2 mo ago
Claude Statusbarleeguooooo/claude-code-usage-bar	377	—	~2.5k	Automated safety check: Pass	MIT	today
Akb Ingestdnotitia/akb	161	—	~2k	Automated safety check: Pass	Custom licence	today
Agentsbutterbase-ai/butterbase-skills	534	1 repos	~1.8k	Automated safety check: Pass	MIT	2 days ago
API Error Reporthoangsonww/Claude-Code-Agent-Monitor	1k	—	~750	Automated safety check: Pass	MIT	yesterday
Lmstudio Subagentssundial-org/awesome-openclaw-skills	663	—	~1.2k	Automated safety check: Pass	MIT	7 mo ago

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Questions about Pool

What does Pool do?

Run N tasks under a concurrency cap K via a sliding-window worker pool. Pool is an agent skill from opensage-agent/opensage-adk. Run N tasks under a concurrency cap K via a sliding-window worker pool.

When should I use Pool?

Pool fits situations like: many subagent invocations would otherwise hit provider rate limits; tasks that involve Rate limiting; tasks that involve Subagents.

How do I install Pool in Claude Code?

Run `npx skills add opensage-agent/opensage-adk --skill pool -a claude-code`. Or copy the skill folder (src/opensage/bash_tools/workflow/pool in opensage-agent/opensage-adk) into .claude/skills/pool in your project. Claude Code loads it when a task matches its description.

How do I install Pool in Codex?

Run `npx skills add opensage-agent/opensage-adk --skill pool -a codex`. Or copy the skill folder (src/opensage/bash_tools/workflow/pool in opensage-agent/opensage-adk) into .agents/skills/pool in your project. Codex loads it when a task matches its description.

Can I use Pool 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 opensage-agent/opensage-adk --skill pool -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pool, .gemini/skills/pool, .github/skills/pool and .opencode/skills/pool in your project.

What does Pool need to run?

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

Does Pool 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 Pool 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 Pool use?

Pool is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Pool use?

About 462 tokens (SKILL.md is roughly 1.8k 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 Pool?

Skills that share tags, products or a category with Pool: Claude Statusbar (leeguooooo/claude-code-usage-bar, 377 stars), Akb Ingest (dnotitia/akb, 161 stars), Agents (butterbase-ai/butterbase-skills, 534 stars) and API Error Report (hoangsonww/Claude-Code-Agent-Monitor, 1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Pool?

opensage-agent (a GitHub organization) maintains it in opensage-agent/opensage-adk, which has 127 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on August 4, 2026.

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

Pool

Install Pool

Facts

At a glance

What it does

When your agent uses it

Example prompts

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Pool Pattern

Usage

Common Use Cases

Requires Sandbox

Files

Compare with similar skills

Similar skills

Claude Statusbar

Akb Ingest

Agents

API Error Report

Lmstudio Subagents

Inngest Agents

More from opensage-agent/opensage-adk

Run Fuzzing Campaign

Create New Tool

Extract Crashes

Get Call Paths

Get Callee

Get Caller

Questions about Pool

Install Pool

Facts

At a glance

What it does

When your agent uses it

Example prompts

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Pool Pattern

Usage

Common Use Cases

Requires Sandbox

Files

Compare with similar skills

Similar skills

More from opensage-agent/opensage-adk

Related

Questions about Pool