Native Parallel Agents

SkillProductivity

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

Available today. Use it from your connected AI after setup.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Native Parallel Agents skill

What this skill tells your AI

The instructions your AI receives, as published by georgekhananaev/claude-skills-vault in .claude/skills/parallel-agents/SKILL.md and read by ahel’s review.

Orchestration via Claude Code's built-in Agent Tool

Overview

Coordinate multiple specialized agents through Claude Code's native agent system. Keeps all orchestration within Claude's control (no external scripts).

When to Use

Good for:

  • Tasks requiring multiple expertise domains
  • Code analysis from security, performance & quality perspectives
  • Comprehensive reviews (architecture + security + testing)
  • Feature impl needing backend + frontend + db work

Not for:

  • Single-domain tasks
  • Quick fixes | 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.

W/ Context Passing

Use the frontend-specialist to analyze React components.
Based on 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: Config & code review
2. penetration-tester: Active vulnerability testing
3. Synthesize w/ prioritized remediation

Available Agents

AgentExpertiseTriggers
orchestratorCoordination"comprehensive", "multi-perspective"
security-auditorSecurity"security", "auth", "vulnerabilities"
penetration-testerSecurity Testing"pentest", "red team", "exploit"
backend-specialistBackend"API", "server", "Node.js", "Express"
frontend-specialistFrontend"React", "UI", "components", "Next.js"
test-engineerTesting"tests", "coverage", "TDD"
devops-engineerDevOps"deploy", "CI/CD", "infrastructure"
database-architectDB"schema", "Prisma", "migrations"
mobile-developerMobile"React Native", "Flutter", "mobile"
api-designerAPI Design"REST", "GraphQL", "OpenAPI"
debuggerDebugging"bug", "error", "not working"
explorer-agentDiscovery"explore", "map", "structure"
documentation-writerDocs"write docs", "create README", "generate API docs"
performance-optimizerPerformance"slow", "optimize", "profiling"
project-plannerPlanning"plan", "roadmap", "milestones"
seo-specialistSEO"SEO", "meta tags", "search ranking"
game-developerGame Dev"game", "Unity", "Godot", "Phaser"

Claude Code Built-in Agents

AgentModelPurpose
ExploreHaikuFast read-only codebase search
PlanSonnetResearch during plan mode
General-purposeSonnetMulti-step modifications

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


Synthesis Protocol

After all agents complete:

## 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. 17 specialized agents available for orchestration
  2. Logical order - Discovery -> Analysis -> Impl -> Testing
  3. Share context - Pass findings to subsequent agents
  4. Single synthesis - One unified report, not separate outputs
  5. Verify changes - Always include test-engineer for code mods

Key Benefits

  • Single session - All agents share context
  • AI-controlled - Claude orchestrates autonomously
  • Native integration - Works w/ built-in Explore, Plan agents
  • Resume support - Can continue previous agent work
  • Context passing - Findings flow between agents

Signals

GitHub stars
28
Forks
10
Last commit
Aug 2026
Advanced
Item type
skill
Key
parallel-agents-georgekhananaev
Source
github.com/georgekhananaev/claude-skills-vault