Skills swarm-orchestration
📦

swarm-orchestration

Content revision r1 Safe ⚙️ External commands

Orchestrate Multi-Agent AI Swarms

Complex AI work can stall when one agent handles every task. This skill guides Claude, Codex, and Claude Code through agentic-flow swarm patterns for coordinated parallel work.

Supports: Claude Codex Code(CC)
🥉 78 Bronze

This skill is part of a pack

Install the whole pack to get every skill the task needs, in one command.

Agent Swarm Studio · 3 skills Install whole pack

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-orchestration" from https://skillstore.io/skills/dnyoussef-swarm-orchestration.md and its manifest at https://skillstore.io/api/skills/dnyoussef-swarm-orchestration/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-orchestration.md Signed manifest GET /api/skills/dnyoussef-swarm-orchestration/manifest Signed lockfile GET /api/skills/dnyoussef-swarm-orchestration/lockfile

Test it

Using "swarm-orchestration". Plan a swarm for building a REST API with tests.

Expected outcome:

  • Recommended topology: hierarchical, with an architect coordinating coder, tester, and reviewer agents.
  • Execution plan: design first, then implementation and tests in parallel, followed by review.
  • Coordination state: store API schema, test status, review notes, and unresolved risks in shared memory.

Using "swarm-orchestration". Improve a swarm that has slow agents and uneven task queues.

Expected outcome:

Switch to adaptive topology, enable dynamic load balancing, set task timeouts, and track throughput, latency, and agent utilization.

Using "swarm-orchestration". Recover when one implementation agent fails during a workflow.

Expected outcome:

Use exponential retry for transient failures, reassign the task after repeated failure, and record the incident in shared memory.

Security Audit

Safe
v10 • 7/9/2026 Open versioned report

I found no prompt injection, data exfiltration, or malicious social-engineering language in SKILL.md. Most static Ruby/shell findings are Markdown fence false positives; two npx bash examples are confirmed medium-risk external command guidance.

1
Files scanned
180
Lines analyzed
2
Review items
0
False positives ignored
Capability review items (2)

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:20-33
Ruby/shell backtick execution
```bash
The quick-start bash block instructs users to run the agentic-flow CLI through npx for swarm setup and task orchestration. Unpinned npx commands can fetch and execute third-party package code.
Medium
SKILL.md:148-157
Ruby/shell backtick execution
```bash
The hook integration bash block instructs running agentic-flow hook commands through npx. That can execute third-party CLI code and affect task or session state.

Risk Factors

⚙️ External commands (23)
SKILL.md:20-33 SKILL.md:33-38 SKILL.md:38-45 SKILL.md:45-48 SKILL.md:48-55 SKILL.md:55-58 SKILL.md:58-64 SKILL.md:64-69 SKILL.md:69-80 SKILL.md:80-83 SKILL.md:83-91 SKILL.md:91-94 SKILL.md:94-104 SKILL.md:104-108 SKILL.md:108-117 SKILL.md:117-122 SKILL.md:122-128 SKILL.md:128-131 SKILL.md:131-137 SKILL.md:137-140 SKILL.md:140-144 SKILL.md:144-148 SKILL.md:148-157
Audited by: codex View Audit History →
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Security Assessment

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Academic citations (APA · BibTeX · CFF)

APA citation

DNYoussef. (2026). swarm-orchestration security audit report (audit version 10) [Author version unspecified]. Skillstore. https://skillstore.io/skills/dnyoussef-swarm-orchestration/audits/10

BibTeX citation

@techreport{dnyoussef-dnyoussef-swarm-orchestration-2026, author = {DNYoussef}, title = {swarm-orchestration security audit report (audit version 10)}, institution = {Skillstore}, year = {2026}, number = {10}, url = {https://skillstore.io/skills/dnyoussef-swarm-orchestration/audits/10}, 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-orchestration security audit report (audit version 10)" version: "unspecified" type: report authors: - name: "DNYoussef" date-released: "2026-07-09" url: "https://skillstore.io/skills/dnyoussef-swarm-orchestration/audits/10" identifiers: - type: other value: "skillstore:dnyoussef-swarm-orchestration:audit:10" 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

Higher Skillstore usage
DNYoussef Recommended Current

dnyoussef-swarm-orchestration

Skillstore Score 78
Evidence Confidence High
Skillstore usage 13
Updated

2026-08-21

ruvnet

ruvnet-swarm-orchestration

Skillstore Score 78
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
83
Spec Compliance

What You Can Build

Plan Parallel Feature Delivery

Split a software feature across coding, testing, review, and architecture agents with clear coordination points.

Coordinate Complex Automation

Choose a swarm topology and hook flow for workflows that need shared state and staged execution.

Improve Multi-Agent Reliability

Add retry, fallback, load balancing, and monitoring patterns to reduce stalled or uneven agent work.

Try These Prompts

Start a Small Swarm 
Use swarm-orchestration to design a three-agent setup for [project]. Include topology, agent roles, and the first task.
Plan Parallel Delivery 
Use swarm-orchestration to split [feature] across coding, testing, and review agents. Include dependencies, timeouts, and coordination points.
Add Shared Memory 
Use swarm-orchestration to design shared memory keys for [workflow]. Include what each agent writes, reads, and validates.
Optimize a Resilient Swarm 
Use swarm-orchestration to compare mesh, hierarchical, and adaptive topologies for [system]. Recommend load balancing, failure handling, and monitoring.

Best Practices

  • Start with two or three agents before increasing swarm size.
  • Use shared memory for schemas, decisions, status, and unresolved risks.
  • Set timeouts, monitor metrics, and define fallback behavior before long runs.

Avoid

  • Starting many agents without clear roles, ownership, or task boundaries.
  • Using parallel execution when tasks have unresolved dependencies.
  • Running external hook commands without reviewing package source and workspace impact.

Frequently Asked Questions

Does this skill install agentic-flow?
No. It describes workflows and commands. You need agentic-flow and Node.js available in your environment.
Can it run multiple agents automatically?
It can guide orchestration patterns. Actual execution depends on agentic-flow and the tools available in your workspace.
Which tools can use it?
It is written for Claude, Codex, and Claude Code.
Is it only for coding tasks?
No. The examples focus on software delivery, but the topology patterns can support other coordinated workflows.
What should I check before running commands?
Review the package source, pin trusted versions when possible, and understand what each hook command will change.
Can it handle failed agents?
It includes guidance for retry, fallback, and reassignment strategies. Your runtime must implement those controls.

Developer Details

Author

DNYoussef

License

MIT

Skillstore revision

r1

Version notice

The author did not declare a version.

Repository

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

Ref

0519034dad657fb1f7706e0550e962beeda73fdf

Maintenance freshness

7/18/2026

Usage

6 downloads · 255 views

File structure

📄 SKILL.md