Skills swarm-advanced

📦

swarm-advanced

Name: swarm-advanced
Author: Claude Flow Team

v2.0.0 Content revision r1 Safe ⚙️ External commands🌐 Network access

Coordinate Advanced AI Swarms

Complex AI work can become slow when one agent handles every task. This skill shows how to coordinate specialized swarms for research, development, testing, and analysis.

Supports: Claude Codex Code(CC)

🥈 80 Silver

Install with my Agent

Copy this request to your Agent. It includes the canonical Skill page and manifest.

Agent request

Review the Skillstore skill "swarm-advanced" from https://skillstore.io/skills/dnyoussef-swarm-advanced.md and its manifest at https://skillstore.io/api/skills/dnyoussef-swarm-advanced/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.

Your Agent should still show its plan and request any confirmation required by the security policy.

Agent-readable resources

Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.

Markdown detail GET /skills/dnyoussef-swarm-advanced.md Signed manifest GET /api/skills/dnyoussef-swarm-advanced/manifest Signed lockfile GET /api/skills/dnyoussef-swarm-advanced/lockfile

Test it

Using "swarm-advanced". Plan a research swarm for evaluating AI governance trends.

Expected outcome:

Recommended topology: mesh. Suggested roles: web researcher, academic researcher, data analyst, pattern analyst, and report writer. The workflow gathers sources, validates quality, identifies trends, and produces a final report.

Using "swarm-advanced". Create a development swarm for a REST API with authentication.

Expected outcome:

Recommended topology: hierarchical. Suggested roles: architect, backend developer, database engineer, QA engineer, security reviewer, and technical writer. The workflow moves from design to parallel implementation, testing, review, and release notes.

Using "swarm-advanced". Improve a slow testing swarm.

Expected outcome:

Recommended actions: reduce overlapping test roles, separate dependent tests from independent tests, collect runtime metrics, and adjust agent count based on bottlenecks.

Security Audit

Safe

v11 • 7/9/2026 Open versioned report

Most static findings are Markdown code fences, inline skill names, or documentation links rather than executable Ruby backticks. Confirmed risks are limited to bash examples that ask users to install or run Claude Flow through npm or npx. No prompt injection, hidden data exfiltration, or hostile intent was found in SKILL.md.

Files scanned

974

Lines analyzed

Review items

False positives ignored

Capability review items (4)

These are real local capabilities that may be expected for this skill, so they require review but are not counted as confirmed malicious behavior.

Medium

SKILL.md:17-23

Ruby/shell backtick execution

```bash

The referenced bash block tells users to install claude-flow globally and add an MCP server through npx. Those commands can execute third-party package code on the user machine if followed.

Medium

SKILL.md:241-249

Ruby/shell backtick execution

```bash

The referenced bash fallback tells users to run npx claude-flow swarm, which executes a package-managed CLI outside the skill runtime. It is legitimate guidance, but it remains an external command execution risk.

Medium

SKILL.md:385-392

Ruby/shell backtick execution

```bash

Medium

SKILL.md:585-592

Ruby/shell backtick execution

```bash

Risk Factors

⚙️ External commands (50)

SKILL.md:17-23 SKILL.md:23-26 SKILL.md:26-35 SKILL.md:35-74 SKILL.md:74-119 SKILL.md:119-124 SKILL.md:124-155 SKILL.md:155-158 SKILL.md:158-182 SKILL.md:182-185 SKILL.md:185-212 SKILL.md:212-215 SKILL.md:215-238 SKILL.md:238-241 SKILL.md:241-249 SKILL.md:249-257 SKILL.md:257-286 SKILL.md:286-291 SKILL.md:291-307 SKILL.md:307-310 SKILL.md:310-342 SKILL.md:342-345 SKILL.md:345-362 SKILL.md:362-365 SKILL.md:365-382 SKILL.md:382-385 SKILL.md:385-392 SKILL.md:392-400 SKILL.md:400-456 SKILL.md:456-461 SKILL.md:461-491 SKILL.md:491-494 SKILL.md:494-531 SKILL.md:531-534 SKILL.md:534-556 SKILL.md:556-559 SKILL.md:559-582 SKILL.md:582-585 SKILL.md:585-592 SKILL.md:592-600 SKILL.md:600-645 SKILL.md:645-648 SKILL.md:648-669 SKILL.md:669-675 SKILL.md:675-706 SKILL.md:706-710 SKILL.md:710-736 SKILL.md:736-740 SKILL.md:740-763 SKILL.md:763-767

🌐 Network access (4)

SKILL.md:963 SKILL.md:964 SKILL.md:965 SKILL.md:966

Audited by: codex View Audit History →

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Open versioned report

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Academic citations (APA · BibTeX · CFF)

APA citation

Claude Flow Team. (2026). swarm-advanced security audit report (audit version 11) [Author version 2.0.0]. Skillstore. https://skillstore.io/skills/dnyoussef-swarm-advanced/audits/11

BibTeX citation

@techreport{claude-flow-team-dnyoussef-swarm-advanced-2026,
  author = {Claude Flow Team},
  title = {swarm-advanced security audit report (audit version 11)},
  institution = {Skillstore},
  year = {2026},
  number = {11},
  url = {https://skillstore.io/skills/dnyoussef-swarm-advanced/audits/11},
  note = {Author version 2.0.0}
}

CITATION.cff

cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "swarm-advanced security audit report (audit version 11)"
version: "2.0.0"
type: report
authors:
  - name: "Claude Flow Team"
date-released: "2026-07-09"
url: "https://skillstore.io/skills/dnyoussef-swarm-advanced/audits/11"
identifiers:
  - type: other
    value: "skillstore:dnyoussef-swarm-advanced:audit:11"
    description: "Skillstore immutable audit report identifier"

Compare variants

2 installable variants

Each author remains a separate installable skill. The recommended variant is ranked by Skillstore evidence.

Why this variant is first

Highest Skillstore Score

Author / source Skillstore Score Evidence Confidence Skillstore usage Updated

Claude Flow Team Recommended Current

dnyoussef-swarm-advanced

Skillstore Score 80

Evidence Confidence High

Skillstore usage 8

Updated

2026-08-21

ruvnet

ruvnet-swarm-advanced

Skillstore Score 77

Evidence Confidence High

Skillstore usage 8

Updated

2026-08-21

Skillstore Score

Why this score Evidence Confidence: High

Architecture

100

Maintainability

Content

Community

Spec Compliance

What You Can Build

Plan Parallel Research

Use a mesh swarm to gather sources, validate evidence, analyze patterns, and produce a structured report.

Coordinate Feature Delivery

Use a hierarchical swarm to split architecture, backend, frontend, testing, review, and documentation work.

Run Quality Workflows

Use a star swarm to coordinate unit, integration, end-to-end, performance, and security testing.

Try These Prompts

Choose a Topology

Use the swarm-advanced skill to recommend a topology for this task: [describe task]. Explain the agent roles and execution order.

Build a Research Swarm

Use the swarm-advanced skill to design a research swarm for [topic]. Include agent roles, phases, validation steps, and final deliverables.

Coordinate Development Work

Use the swarm-advanced skill to plan a development swarm for [feature]. Include architecture, implementation, testing, review, documentation, and monitoring.

Optimize a Running Swarm

Use the swarm-advanced skill to diagnose this swarm issue: [symptoms]. Recommend topology changes, recovery steps, metrics, and memory strategy.

Best Practices

Choose the topology from task dependencies, not from team size alone.
Assign each agent a clear role, capability set, and expected deliverable.
Monitor swarm health, memory usage, and task results during long workflows.

Avoid

Do not run large swarms without a clear coordinator or task plan.
Do not let multiple agents own the same deliverable without review rules.
Do not run CLI fallback commands without confirming package trust and user approval.

Frequently Asked Questions

What does this skill help me do?

It helps you design and operate coordinated AI agent swarms for complex research, coding, testing, and analysis work.

Does it require Claude Flow?

Yes. The examples are built around Claude Flow MCP tools and CLI workflows.

Can I use it with Codex?

Yes. Codex can use the planning guidance, but execution depends on available tools in the workspace.

Is it suitable for beginners?

It is an advanced skill. Beginners should start with topology selection and small swarms before using automation patterns.

Does it run commands automatically?

The skill is documentation, but it includes CLI examples that users or agents may execute if approved.

How should I use it safely?

Review external commands, verify package sources, limit agent permissions, and inspect outputs before applying changes.

Developer Details

Author

Claude Flow Team

License

MIT

Author version

v2.0.0

Skillstore revision

Repository

https://github.com/DNYoussef/ai-chrome-extension/tree/main/.claude/skills/swarm-advanced

Ref

0519034dad657fb1f7706e0550e962beeda73fdf

Maintenance freshness

7/20/2026

Usage

6 downloads · 208 views

File structure

📄 SKILL.md