[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-b4c0f8a3-73ae-4b2b-8b26-497c3463a7e6":3,"$fiRPaQenMU9nZzKru3QrYmOhY1BIeSMy0MwpLQHIKZ1g":43},{"id":4,"title":5,"description":6,"categoryId":7,"moduleId":8,"tags":9,"prompt":10,"icon":11,"source":12,"sourceUrl":13,"authorId":14,"authorName":15,"isPublic":16,"stars":17,"runs":18,"createdAt":19,"updatedAt":19,"module":20,"category":27,"packages":34},"b4c0f8a3-73ae-4b2b-8b26-497c3463a7e6","parallel-agents","多代理编排模式。在多个独立任务可以运行且需要不同领域专业知识，或当需要全面分析并要求多个视角时使用。","cat_life_career","mod_other","sickn33,other","---\nname: parallel-agents\ndescription: \"Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.\"\nrisk: unknown\nsource: community\ndate_added: \"2026-02-27\"\n---\n\n# Native Parallel Agents\n\n> Orchestration through Claude Code's built-in Agent Tool\n\n## Overview\n\nThis 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.\n\n## When to Use Orchestration\n\n✅ **Good for:**\n- Complex tasks requiring multiple expertise domains\n- Code analysis from security, performance, and quality perspectives\n- Comprehensive reviews (architecture + security + testing)\n- Feature implementation needing backend + frontend + database work\n\n❌ **Not for:**\n- Simple, single-domain tasks\n- Quick fixes or small changes\n- Tasks where one agent suffices\n\n---\n\n## Native Agent Invocation\n\n### Single Agent\n```\nUse the security-auditor agent to review authentication\n```\n\n### Sequential Chain\n```\nFirst, use the explorer-agent to discover project structure.\nThen, use the backend-specialist to review API endpoints.\nFinally, use the test-engineer to identify test gaps.\n```\n\n### With Context Passing\n```\nUse the frontend-specialist to analyze React components.\nBased on those findings, have the test-engineer generate component tests.\n```\n\n### Resume Previous Work\n```\nResume agent [agentId] and continue with additional requirements.\n```\n\n---\n\n## Orchestration Patterns\n\n### Pattern 1: Comprehensive Analysis\n```\nAgents: explorer-agent → [domain-agents] → synthesis\n\n1. explorer-agent: Map codebase structure\n2. security-auditor: Security posture\n3. backend-specialist: API quality\n4. frontend-specialist: UI\u002FUX patterns\n5. test-engineer: Test coverage\n6. Synthesize all findings\n```\n\n### Pattern 2: Feature Review\n```\nAgents: affected-domain-agents → test-engineer\n\n1. Identify affected domains (backend? frontend? both?)\n2. Invoke relevant domain agents\n3. test-engineer verifies changes\n4. Synthesize recommendations\n```\n\n### Pattern 3: Security Audit\n```\nAgents: security-auditor → penetration-tester → synthesis\n\n1. security-auditor: Configuration and code review\n2. penetration-tester: Active vulnerability testing\n3. Synthesize with prioritized remediation\n```\n\n---\n\n## Available Agents\n\n| Agent | Expertise | Trigger Phrases |\n|-------|-----------|-----------------|\n| `orchestrator` | Coordination | \"comprehensive\", \"multi-perspective\" |\n| `security-auditor` | Security | \"security\", \"auth\", \"vulnerabilities\" |\n| `penetration-tester` | Security Testing | \"pentest\", \"red team\", \"exploit\" |\n| `backend-specialist` | Backend | \"API\", \"server\", \"Node.js\", \"Express\" |\n| `frontend-specialist` | Frontend | \"React\", \"UI\", \"components\", \"Next.js\" |\n| `test-engineer` | Testing | \"tests\", \"coverage\", \"TDD\" |\n| `devops-engineer` | DevOps | \"deploy\", \"CI\u002FCD\", \"infrastructure\" |\n| `database-architect` | Database | \"schema\", \"Prisma\", \"migrations\" |\n| `mobile-developer` | Mobile | \"React Native\", \"Flutter\", \"mobile\" |\n| `api-designer` | API Design | \"REST\", \"GraphQL\", \"OpenAPI\" |\n| `debugger` | Debugging | \"bug\", \"error\", \"not working\" |\n| `explorer-agent` | Discovery | \"explore\", \"map\", \"structure\" |\n| `documentation-writer` | Documentation | \"write docs\", \"create README\", \"generate API docs\" |\n| `performance-optimizer` | Performance | \"slow\", \"optimize\", \"profiling\" |\n| `project-planner` | Planning | \"plan\", \"roadmap\", \"milestones\" |\n| `seo-specialist` | SEO | \"SEO\", \"meta tags\", \"search ranking\" |\n| `game-developer` | Game Development | \"game\", \"Unity\", \"Godot\", \"Phaser\" |\n\n---\n\n## Claude Code Built-in Agents\n\nThese work alongside custom agents:\n\n| Agent | Model | Purpose |\n|-------|-------|---------|\n| **Explore** | Haiku | Fast read-only codebase search |\n| **Plan** | Sonnet | Research during plan mode |\n| **General-purpose** | Sonnet | Complex multi-step modifications |\n\nUse **Explore** for quick searches, **custom agents** for domain expertise.\n\n---\n\n## Synthesis Protocol\n\nAfter all agents complete, synthesize:\n\n```markdown\n## Orchestration Synthesis\n\n### Task Summary\n[What was accomplished]\n\n### Agent Contributions\n| Agent | Finding |\n|-------|---------|\n| security-auditor | Found X |\n| backend-specialist | Identified Y |\n\n### Consolidated Recommendations\n1. **Critical**: [Issue from Agent A]\n2. **Important**: [Issue from Agent B]\n3. **Nice-to-have**: [Enhancement from Agent C]\n\n### Action Items\n- [ ] Fix critical security issue\n- [ ] Refactor API endpoint\n- [ ] Add missing tests\n```\n\n---\n\n## Best Practices\n\n1. **Available agents** - 17 specialized agents can be orchestrated\n2. **Logical order** - Discovery → Analysis → Implementation → Testing\n3. **Share context** - Pass relevant findings to subsequent agents\n4. **Single synthesis** - One unified report, not separate outputs\n5. **Verify changes** - Always include test-engineer for code modifications\n\n---\n\n## Key Benefits\n\n- ✅ **Single session** - All agents share context\n- ✅ **AI-controlled** - Claude orchestrates autonomously\n- ✅ **Native integration** - Works with built-in Explore, Plan agents\n- ✅ **Resume support** - Can continue previous agent work\n- ✅ **Context passing** - Findings flow between agents\n\n## Limitations\n- Use this skill only when the task clearly matches the scope described above.\n- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.\n- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.\n","","imported","https:\u002F\u002Fgithub.com\u002Fsickn33\u002Fantigravity-awesome-skills","user_system_seed","SkillOPIC",true,197,1228,"2026-05-16 13:33:22",{"id":8,"name":21,"slug":22,"icon":23,"description":24,"sort":25,"createdAt":26},"其他","other","mdi-page-next-outline","其他类型Skill",5,"2026-05-16 12:53:40",{"id":7,"name":28,"slug":29,"icon":30,"description":31,"moduleId":8,"sort":32,"skillCount":33,"createdAt":26},"职场发展","career","mdi-briefcase-outline","面试准备、简历优化、职业规划",4,575,[35],{"id":36,"skillId":4,"version":37,"fileName":38,"fileSize":39,"filePath":40,"fileHash":41,"manifest":42,"createdAt":19},"f29be6b8-16a1-4494-9082-eaf9a2b2af9c","1.0.0","parallel-agents.zip",2572,"uploads\u002Fskills\u002Fb4c0f8a3-73ae-4b2b-8b26-497c3463a7e6\u002Fparallel-agents.zip","1e3bfcff2fa3c8b3e2b527fe0b7e88fb2c0e3b8e5112d9180a0277dba01631f7","[{\"path\":\"SKILL.md\",\"isDirectory\":false,\"size\":5681}]",{"code":44,"message":45,"data":46},200,"success",{"items":47,"stats":48,"page":51},[],{"averageRating":49,"totalRatings":49,"ratingCounts":50},0,[49,49,49,49,49],{"limit":52,"offset":49,"hasMore":53,"nextOffset":52,"ratedOnly":16},15,false]