Skills swarm-advanced
๐Ÿ“ฆ

swarm-advanced

Content revision r2 Safe โš™๏ธ External commands๐ŸŒ Network access

Orchestrate Advanced Multi-Agent Swarms

Complex projects need coordinated agents, dependencies, memory, and recovery. This skill provides reusable Claude Flow patterns for research, development, testing, analysis, and monitoring.

Supports: Claude Codex Code(CC)
๐Ÿฅ‰ 77 Bronze

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/ruvnet-swarm-advanced.md and its manifest at https://skillstore.io/api/skills/ruvnet-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.

Test it

Using "swarm-advanced". Plan a swarm to research current database options for a regulated application.

Expected outcome:

  • Topology: mesh with two researchers, one compliance analyst, one performance analyst, and one report writer.
  • Flow: gather sources in parallel, validate evidence, compare constraints, then synthesize a cited recommendation.
  • Controls: use approved sources, record uncertainty, and exclude unsupported product claims.

Using "swarm-advanced". Coordinate delivery of account recovery for an existing web application.

Expected outcome:

  • Topology: hierarchical with an architect coordinating backend, frontend, database, testing, security review, and documentation roles.
  • Dependencies: approve threat model first, implement components in parallel, then complete integration tests and review.
  • Result: a staged delivery plan with owners, acceptance criteria, checkpoints, and rollback requirements.

Using "swarm-advanced". Create a recovery plan for a testing swarm that fails during parallel execution.

Expected outcome:

  • Pause dependent tasks and capture current state, logs, and completed results.
  • Assess swarm health, isolate the failed task, and retry it sequentially with a bounded attempt limit.
  • Restore the latest checkpoint when state is inconsistent, then report the failure cause and recovery outcome.

Security Audit

Safe
v8 โ€ข 7/23/2026 Open versioned report

Most alerts are false positives caused by Markdown fences, inline names, documentation links, and ordinary guidance. Four findings are confirmed because examples execute community npm packages through global installation or unversioned npx commands. No prompt injection, exfiltration intent, or malicious behavior was found.

1
Files scanned
971
Lines analyzed
4
Review items
0
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
Ruby/shell backtick execution
```bash
The prerequisite runs a prerelease npm package globally and registers it through npx as an MCP server. Installation can execute lifecycle code and alter the host.
Medium
Ruby/shell backtick execution
```bash
The fallback invokes npx claude-flow without an exact version and writes research-report.md. This can download package code, execute it, and modify the filesystem.
Medium
Ruby/shell backtick execution
```bash
The fallback invokes npx claude-flow without an exact version and requests SQLite output. This can download and execute package code with persistent filesystem effects.
Medium
Ruby/shell backtick execution
```bash
The fallback invokes npx claude-flow without an exact version to run a testing swarm. This can download and execute package code on the host.
Audited by: codex View Audit History โ†’
Share & cite this report

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Open versioned report
Security Assessment

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https://skillstore.io/skills/ruvnet-swarm-advanced/audits/8?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report

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Academic citations (APA ยท BibTeX ยท CFF)

APA citation

ruvnet. (2026). swarm-advanced security audit report (audit version 8) [Author version unspecified]. Skillstore. https://skillstore.io/skills/ruvnet-swarm-advanced/audits/8

BibTeX citation

@techreport{ruvnet-ruvnet-swarm-advanced-2026, author = {ruvnet}, title = {swarm-advanced security audit report (audit version 8)}, institution = {Skillstore}, year = {2026}, number = {8}, url = {https://skillstore.io/skills/ruvnet-swarm-advanced/audits/8}, note = {Author version unspecified} }

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 8)" version: "unspecified" type: report authors: - name: "ruvnet" date-released: "2026-07-23" url: "https://skillstore.io/skills/ruvnet-swarm-advanced/audits/8" identifiers: - type: other value: "skillstore:ruvnet-swarm-advanced:audit:8" 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
Claude Flow Team Recommended

dnyoussef-swarm-advanced

Skillstore Score 80
Evidence Confidence High
Skillstore usage 8
Updated

2026-08-21

ruvnet Current

ruvnet-swarm-advanced

Skillstore Score 77
Evidence Confidence High
Skillstore usage 8
Updated

2026-08-21

Skillstore Score

Why this score Evidence Confidence: High
55
Architecture
85
Maintainability
87
Content
71
Community
74
Spec Compliance

What You Can Build

Coordinate Parallel Research

Assign source discovery, validation, analysis, and synthesis to specialized agents, then combine results into a structured report.

Deliver a Full-Stack Feature

Coordinate architecture, backend, frontend, database, testing, review, documentation, and deployment tasks with explicit dependencies.

Run Distributed Quality Analysis

Parallelize unit, integration, performance, and security checks while centralizing monitoring and final reporting.

Try These Prompts

Plan a Research Swarm
Create a mesh swarm plan for [research topic]. Define agent roles, parallel tasks, validation steps, dependencies, and the final report structure.
Coordinate Feature Development
Design a hierarchical swarm for [feature]. Assign architecture, implementation, testing, review, and documentation tasks with clear dependencies and completion criteria.
Build a Testing Workflow
Plan a star-topology testing swarm for [system]. Cover unit, integration, end-to-end, performance, and security testing with monitoring and reporting.
Engineer Resilient Automation
Design a reusable swarm workflow for [objective]. Include topology changes, memory namespaces, checkpoints, retries, scaling rules, metrics, failure recovery, and approval boundaries.

Best Practices

  • Define deliverables, dependencies, and completion criteria before spawning agents.
  • Assign distinct roles with bounded permissions, shared state rules, and named owners.
  • Start with the smallest useful swarm, monitor resource use, and scale only when evidence supports it.

Avoid

  • Do not assign duplicate responsibilities without a clear review or reconciliation process.
  • Do not enable production deployment or persistent automation without explicit user approval.
  • Do not place secrets, credentials, or sensitive personal data in shared swarm memory.

Frequently Asked Questions

Is this skill a standalone program?
No. It provides orchestration guidance and examples for Claude Flow MCP tools and CLI commands.
What must be installed?
Claude Flow is required for the examples. Review the package, pin an exact version, and prefer a project-local installation.
Which AI tools are supported?
The report lists Claude, Codex, and Claude Code as supported tools.
How should I choose a topology?
Use mesh for collaboration, hierarchical for managed delivery, star for centralized testing, and ring for staged pipelines.
Does the skill execute commands automatically?
The document contains executable CLI examples and MCP operations. Execution depends on the agent environment and should require user approval.
Can swarm memory store sensitive data?
It can store supplied values, but secrets and personal data should remain outside shared memory unless approved controls are configured.

Developer Details

Author

ruvnet

License

MIT

Skillstore revision

r2

Version notice

The author did not declare a version.

Ref

ebdfe608f5de2b66ff37ab4af12af8ac4f5e8006

Maintenance freshness

7/26/2026

Usage

6 downloads ยท 284 views

File structure

๐Ÿ“„ SKILL.md

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