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parallel-agents

by @sickn33v
4.9(8)

マルチエージェントオーケストレーションパターンに焦点を当て、複数の独立したエージェントを協調させて複雑なタスクを解決し、並列処理シナリオにおけるAIシステムのパフォーマンスを最適化します。

Multi-Agent OrchestrationParallel ProcessingAgent CoordinationDistributed AIAI ArchitectureGitHub
インストール方法
npx skills add sickn33/antigravity-awesome-skills --skill parallel-agents
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Before / After 効果比較

1
使用前

単一エージェントまたは逐次的なタスク実行は、複雑な問題を処理する際に非効率であり、多角的な分析に欠け、迅速に包括的なソリューションを生み出すことが困難です。

使用後

複数の並行エージェントを連携させ、それぞれが専門知識を発揮し、独立したタスクを同時に処理したり、多角的な視点から総合的な分析を行ったりすることで、タスク完了効率とソリューションの包括性を大幅に向上させます。

description SKILL.md


name: parallel-agents description: "Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives." risk: unknown source: community date_added: "2026-02-27"

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

AgentExpertiseTrigger Phrases
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-architectDatabase"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-writerDocumentation"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 Development"game", "Unity", "Godot", "Phaser"

Claude Code Built-in Agents

These work alongside custom agents:

AgentModelPurpose
ExploreHaikuFast read-only codebase search
PlanSonnetResearch during plan mode
General-purposeSonnetComplex 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
  2. Logical order - Discovery → Analysis → Implementation → Testing
  3. Share context - Pass relevant findings to subsequent agents
  4. Single synthesis - One unified report, not separate outputs
  5. Verify changes - Always include test-engineer for code modifications

Key Benefits

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

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統計データ

インストール数263
評価4.9 / 5.0
バージョン
更新日2026年3月16日
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対応プラットフォーム

🔧Claude Code
🔧OpenClaw
🔧OpenCode
🔧Codex
🔧Gemini CLI
🔧GitHub Copilot
🔧Amp
🔧Kimi CLI

タイムライン

作成2026年3月16日
最終更新2026年3月16日