multi-agent-systems

multi-agent-systems is a skill for Claude Code, Codex from hexbee/hello-skills. It costs 94 tokens per session (1,802 once invoked), scanned A, original, no licence file.

A guide to building systems where multiple AI agents work together, with one coordinating specialised helper agents.

In plain words
What is it for?
Use it to design agent roles, coordinate subtasks, isolate context during large workloads, and parallelise research.
Why use it?
It helps developers decide when several agents are better than one, keep their working context separate, and handle independent tasks at the same time.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/hexbee/hello-skills/multi-agent-systems
Any agent
npx skills add hexbee/hello-skills --skill multi-agent-systems
Clone the repo
git clone --depth 1 https://github.com/hexbee/hello-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for multi-agent-systems

README.md
[![agentmods](https://agentmods.dev/badge/skills/hexbee/hello-skills/multi-agent-systems.svg)](https://agentmods.dev/skills/hexbee/hello-skills/multi-agent-systems)
Your own site
<a href="https://agentmods.dev/skills/hexbee/hello-skills/multi-agent-systems"><img src="https://agentmods.dev/badge/skills/hexbee/hello-skills/multi-agent-systems.svg" alt="Measured on agentmods" height="20"></a>
Per session 94 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,802 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00094 $0.01802
Opus 5 $0.00047 $0.00901
Sonnet 5 $0.00019 $0.00360
Haiku 4.5 $0.00009 $0.00180

Measured 4d ago against content hash b98bbda1fd26, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

multi-agent-systems scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/agent_framework.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/multi-agent-systems/SKILL.md · 216 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago First seen · 216 lines · 94 tokens per session scan A b98bbda1fd26

Subscribe to this mod's changes

multi-agent-systems is a skill published in the GitHub repository hexbee/hello-skills (2 stars, last pushed 12d ago), with no licence file. It adds 94 tokens to every session and 1,802 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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