
Parallel Agents
- 715 installs
- 44k repo stars
- Updated July 27, 2026
- sickn33/antigravity-awesome-skills
Parallel Agents is a Claude Code agent skill that coordinates multiple specialized agents through the native Agent Tool for developers who need multi-perspective analysis without external orchestration scripts.
About
Parallel Agents is a community skill from sickn33/antigravity-awesome-skills for multi-agent orchestration inside Claude Code. It uses Claude Code's built-in Agent Tool so coordination stays in-agent instead of relying on external scripts. The skill fits complex tasks that need security, performance, or other domain-specific viewpoints in parallel. Developers reach for it when independent subtasks can run with different expertise domains or when comprehensive analysis needs multiple perspectives at once.
- Native orchestration through Claude Code's built-in Agent Tool
- Handles complex tasks requiring multiple expertise domains
- Supports single agent, sequential chains, context passing, and resume patterns
- Ideal for comprehensive reviews combining architecture, security, and testing perspectives
- Keeps all agent coordination inside Claude's native system
Parallel Agents by the numbers
- 715 all-time installs (skills.sh)
- +15 installs in the week ending Jul 13, 2026 (Skillselion tracking)
- Ranked #1,386 of 16,659 AI & Agent Building skills by installs in the Skillselion catalog
- Security screen: LOW risk (skills.sh audit)
- Data as of Jul 28, 2026 (Skillselion catalog sync)
npx skills add https://github.com/sickn33/antigravity-awesome-skills --skill parallel-agentsAdd your badge
Show developers this skill is listed on Skillselion. Paste this into your README.
| Installs | 715 |
|---|---|
| repo stars | ★ 44k |
| Security audit | 2 / 3 scanners passed |
| Last updated | July 27, 2026 |
| Repository | sickn33/antigravity-awesome-skills ↗ |
How do you run parallel specialized agents in Claude Code?
Coordinate multiple specialized agents with different expertise domains inside Claude Code without writing external orchestration scripts.
Who is it for?
Developers using Claude Code who need native parallel agents for complex, multi-domain coding and analysis tasks.
Skip if: Simple single-file edits or workflows that require external swarm CLIs instead of Claude Code's built-in Agent Tool.
When should I use this skill?
Multiple independent tasks need different domain expertise or comprehensive analysis requires parallel specialized perspectives.
What you get
Parallel agent task plans, delegated sub-agent results, and consolidated multi-domain analysis.
- parallel agent plan
- delegated sub-agent outputs
- consolidated analysis
Files
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 authenticationSequential 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 findingsPattern 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 recommendationsPattern 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 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
Limitations
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.
Related skills
How it compares
Choose Parallel Agents for in-IDE Claude Code orchestration; choose swarm CLI skills when you need hierarchical topologies outside Claude Code.
FAQ
Does Parallel Agents require external orchestration scripts?
Parallel Agents does not require external orchestration scripts. Parallel Agents coordinates specialized agents through Claude Code's built-in Agent Tool, keeping orchestration inside Claude's native agent system.
What tasks suit Parallel Agents best?
Parallel Agents suits complex tasks needing multiple expertise domains and comprehensive analysis from several perspectives. Parallel Agents works when independent subtasks can run with different domain specialists such as security or performance reviewers.
Is Parallel Agents safe to install?
skills.sh reports 2 of 3 security scanners passed. Review the Security Audits panel on this page before installing in production.