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Agents48k · #3792

parallel-agents

Lets multiple agents work together on tasks. Use when different experts need to analyze something or when a task can be split. Improves complex analysis.

What it does

Coordinates multiple specialized 'artificial intelligences' to work together on a complex task. Each AI focuses on a specific part of the problem, like security, backend, or frontend, and then their findings are gathered.

When to use it

  • ✓Analyzing code from multiple angles (security, performance, quality).
  • ✓Implementing a new feature affecting different parts of the system (backend, frontend, database).
  • ✓Comprehensively reviewing a software project.

Example of what to ask your AI

“Analyze this code from security, performance, and quality perspectives, and then provide me with a consolidated summary of findings and recommendations.”

Want more? Open the sections below.

How to use

The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.

Skill link

https://github.com/sickn33/agentic-awesome-skills/blob/main/plugins/agentic-awesome-skills-claude/skills/parallel-agents/SKILL.md

Ready-to-paste message

Use this skill to help me: https://github.com/sickn33/agentic-awesome-skills/blob/main/plugins/agentic-awesome-skills-claude/skills/parallel-agents/SKILL.md Read the SKILL.md file at that link and follow its instructions for my task.
How it works

You define which specialized 'intelligences' (agents) should be used and in what order. The AI then runs each agent, passes important information between them, and finally compiles a final report with all contributions.

Installation

Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.

In the terminal (Claude Code, Codex, Cursor), in your project folder:

npx skills add sickn33/agentic-awesome-skills --skill parallel-agents

Or download just the file:

curl -L https://raw.githubusercontent.com/sickn33/agentic-awesome-skills/main/plugins/agentic-awesome-skills-claude/skills/parallel-agents/SKILL.md -o SKILL.md
Technical content (original SKILL.md)

Original text by the author, straight from GitHub.

Native Parallel Agents

Orchestration through Claude Code's built-in Agent Tool

Overview

This skill enables coordinating multiple specialized agents through Claude Code's native agent system. Unlike external scripts, this approach keeps all orchestration within Claude's control.

When to Use Orchestration

✅ Good for:

  • Complex tasks requiring multiple expertise domains
  • Code analysis from security, performance, and quality perspectives
  • Comprehensive reviews (architecture + security + testing)
  • Feature implementation needing backend + frontend + database work

❌ Not for:

  • Simple, single-domain tasks
  • Quick fixes or small changes
  • Tasks where one agent suffices

Native Agent Invocation

Single Agent

Use the security-auditor agent to review authentication

Sequential Chain

First, use the explorer-agent to discover project structure.
Then, use the backend-specialist to review API endpoints.
Finally, use the test-engineer to identify test gaps.

With Context Passing

Use the frontend-specialist to analyze React components.
Based on those findings, have the test-engineer generate component tests.

Resume Previous Work

Resume agent [agentId] and continue with additional requirements.

Orchestration Patterns

Pattern 1: Comprehensive Analysis

Agents: explorer-agent → [domain-agents] → synthesis

1. explorer-agent: Map codebase structure
2. security-auditor: Security posture
3. backend-specialist: API quality
4. frontend-specialist: UI/UX patterns
5. test-engineer: Test coverage
6. Synthesize all findings

Pattern 2: Feature Review

Agents: affected-domain-agents → test-engineer

1. Identify affected domains (backend? frontend? both?)
2. Invoke relevant domain agents
3. test-engineer verifies changes
4. Synthesize recommendations

Pattern 3: Security Audit

Agents: security-auditor → penetration-tester → synthesis

1. security-auditor: Configuration and code review
2. penetration-tester: Active vulnerability testing
3. Synthesize with prioritized remediation

Available Agents

Agent Expertise Trigger Phrases
orchestrator Coordination "comprehensive", "multi-perspective"
security-auditor Security "security", "auth", "vulnerabilities"
penetration-tester Security Testing "pentest", "red team", "exploit"
backend-specialist Backend "API", "server", "Node.js", "Express"
frontend-specialist Frontend "React", "UI", "components", "Next.js"
test-engineer Testing "tests", "coverage", "TDD"
devops-engineer DevOps "deploy", "CI/CD", "infrastructure"
database-architect Database "schema", "Prisma", "migrations"
mobile-developer Mobile "React Native", "Flutter", "mobile"
api-designer API Design "REST", "GraphQL", "OpenAPI"
debugger Debugging "bug", "error", "not working"
explorer-agent Discovery "explore", "map", "structure"
documentation-writer Documentation "write docs", "create README", "generate API docs"
performance-optimizer Performance "slow", "optimize", "profiling"
project-planner Planning "plan", "roadmap", "milestones"
seo-specialist SEO "SEO", "meta tags", "search ranking"
game-developer Game Development "game", "Unity", "Godot", "Phaser"

Claude Code Built-in Agents

These work alongside custom agents:

Agent Model Purpose
Explore Haiku Fast read-only codebase search
Plan Sonnet Research during plan mode
General-purpose Sonnet Complex multi-step modifications

Use Explore for quick searches, custom agents for domain expertise.


Synthesis Protocol

After all agents complete, synthesize:

## Orchestration Synthesis

### Task Summary
[What was accomplished]

### Agent Contributions
| Agent | Finding |
|-------|---------|
| security-auditor | Found X |
| backend-specialist | Identified Y |

### Consolidated Recommendations
1. **Critical**: [Issue from Agent A]
2. **Important**: [Issue from Agent B]
3. **Nice-to-have**: [Enhancement from Agent C]

### Action Items
- [ ] Fix critical security issue
- [ ] Refactor API endpoint
- [ ] Add missing tests

Best Practices

  1. Available agents - 17 specialized agents can be orchestrated

…

FAQ

What types of 'intelligences' (agents) are available?

There are agents for security, backend, frontend, testing, DevOps, database, mobile, API design, debugging, code exploration, documentation, performance optimization, project planning, SEO, and game development.

What happens after the agents finish?

A final report is created, summarizing what was done, each agent's contributions, and consolidated recommendations with action items.

Can I use this for simple tasks?

No, this tool is ideal for complex tasks that benefit from multiple specialties. For simple tasks, a single agent is sufficient.

Details

Original description by the author

Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.

repo: sickn33/agentic-awesome-skills

Popularity

GitHub stars
48k
Ranking position
#3792
License
MIT
Updated
10/15/2026

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