MR
Mayur Rathi
@mayurrathi
⭐ 40.7k GitHub stars

Parallel Agents

Parallel Agents is an code AI skill with a core value of Multi-agent orchestration patterns. It helps developers solve real-world problems in the code domain, boosting efficiency, automating repetitive tasks, and optimizing workflows.

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

Last verified on: 2026-07-08

Quick Facts

Category code
Works With Claude
Source sickn33/antigravity-awesome-skills
Stars ⭐ 40.7k
Last Verified 2026-07-08
Risk Level Low
mkdir -p ./skills/parallel-agents && curl -sfL https://raw.githubusercontent.com/sickn33/antigravity-awesome-skills/main/skills/parallel-agents/SKILL.md -o ./skills/parallel-agents/SKILL.md

Run in terminal / PowerShell. Requires curl (Unix) or PowerShell 5+ (Windows).

Skill Content

# 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

text
Use the security-auditor agent to review authentication

Sequential Chain

text
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

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

Resume Previous Work

text
Resume agent [agentId] and continue with additional requirements.

---


Orchestration Patterns


Pattern 1: Comprehensive Analysis

text
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

text
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

text
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:


markdown
## Orchestration Synthesis

### Task Summary
[What was accomplished]

### Agent Contributions
| Agent |

🎯 Best For

  • UI designers
  • Product designers
  • Claude users
  • Software engineers
  • Development teams

💡 Use Cases

  • Generating component mockups
  • Creating design system tokens
  • Code quality improvement
  • Best practice enforcement

📖 How to Use This Skill

  1. 1

    Install the Skill

    Copy the install command from the Terminal tab and run it. The SKILL.md file downloads to your local skills directory.

  2. 2

    Load into Your AI Assistant

    Open Claude and reference the skill. Paste the SKILL.md content or use the system prompt tab.

  3. 3

    Apply Parallel Agents to Your Work

    Open your project in the AI assistant and ask it to apply the skill. Start with a small module to verify the output quality.

  4. 4

    Review and Refine

    Review AI suggestions before committing. Run tests, check for regressions, and iterate on the skill output.

❓ Frequently Asked Questions

Does this work with Figma?

Some design skills integrate with Figma plugins. Check the Works With section for supported tools.

Is Parallel Agents compatible with Cursor and VS Code?

Yes — this skill works with any AI coding assistant including Cursor, VS Code with Copilot, and JetBrains IDEs.

Do I need specific dependencies for Parallel Agents?

Check the install command and Works With section. Most code skills only require the AI assistant and your codebase.

How do I install Parallel Agents?

Copy the install command from the Terminal tab and run it. The skill downloads to ./skills/parallel-agents/SKILL.md, ready to use.

Can I customize this skill for my team?

Absolutely. Edit the SKILL.md file to add team-specific instructions, examples, or workflows.

⚠️ Common Mistakes to Avoid

Skipping usability testing

AI-generated designs should be validated with real users before development.

Skipping validation

Always test AI-generated code changes, even for simple refactors.

Missing dependency updates

Check if the skill requires updated dependencies or new packages.

🔗 Related Skills