Quick Start
Spawn an agent from any template:Template Structure
Each agent template is defined in TOML format:Engineering Division
Core software development agents optimized for code quality and shipping speed.Coder
Full-stack software engineer that writes, refactors, and ships production-quality code.
- Tool Profile:
code - Division: Engineering
- Success Metrics: Code coverage over 80%, Zero P0 bugs, PR merge under 24h
Architect
System design specialist that creates technical specifications, API contracts, and architecture decisions.
- Tool Profile:
code,research - Division: Engineering
- Success Metrics: Design approval rate over 90%, Implementation matches spec over 95%
Code Reviewer
Pull request reviewer that checks for bugs, security issues, test coverage, and style violations.
- Tool Profile:
code - Division: Engineering
- Success Metrics: P0 bug catch rate over 95%, False positive rate under 10%
Debugger
Bug investigation specialist that reproduces issues, traces root causes, and proposes fixes.
- Tool Profile:
code,ops - Division: Engineering
- Success Metrics: Root cause identification over 90%, Fix verification rate over 95%
Test Engineer
QA automation expert that writes test cases, runs test suites, and collects evidence.
- Tool Profile:
code - Division: Engineering
- Success Metrics: Test coverage over 85%, Flaky test rate under 5%
DevOps Lead
Infrastructure and deployment specialist that manages CI/CD, monitoring, and incident response.
- Tool Profile:
ops - Division: Engineering
- Success Metrics: Deployment success rate over 99%, MTTR under 30min
AI Engineer
Machine learning specialist that trains models, optimizes prompts, and evaluates AI systems.
- Tool Profile:
code,data - Division: Engineering
- Success Metrics: Model accuracy improvement over 10%, Inference latency under 200ms
Mobile Builder
Mobile development specialist for iOS and Android apps with platform-specific optimizations.
- Tool Profile:
code - Division: Engineering
- Success Metrics: App Store approval rate over 95%, Crash-free users over 99.5%
Research Division
Deep research and analysis agents for information discovery and synthesis.Researcher
Deep research agent that finds, synthesizes, and summarizes information from multiple sources.
- Tool Profile:
research - Success Metrics: Source accuracy over 95%, Stakeholder satisfaction over 4/5
Trend Researcher
Market and technology trend analyst that identifies emerging patterns and opportunities.
- Tool Profile:
research - Success Metrics: Trend prediction accuracy over 80%, Early signal detection lead time over 2 weeks
Evidence Collector
QA evidence gatherer that captures screenshots, logs, and test results for bug reports.
- Tool Profile:
research,ops - Success Metrics: Evidence completeness over 95%, Reproduction rate over 90%
Reality Checker
Fact verification specialist that validates claims and identifies misinformation.
- Tool Profile:
research - Success Metrics: Fact-check accuracy over 98%, False positive rate under 2%
Operations & Management
Project management, orchestration, and operational agents.Ops
System operations specialist that monitors infrastructure, handles alerts, and performs maintenance.
- Tool Profile:
ops - Success Metrics: Alert response time under 5min, Incident prevention rate over 70%
Orchestrator
Multi-agent coordinator that delegates tasks and manages swarm workflows.
- Tool Profile:
full - Success Metrics: Task completion rate over 95%, Agent utilization over 70%
Planner
Strategic planning agent that breaks down goals into actionable roadmaps.
- Tool Profile:
chat - Success Metrics: Plan adherence over 80%, Milestone hit rate over 90%
Sprint Prioritizer
Agile sprint manager that prioritizes backlog items and tracks sprint progress.
- Tool Profile:
chat - Success Metrics: Sprint velocity predictability over 85%, Backlog grooming coverage over 90%
Data & Analysis
Data science, analytics, and performance measurement agents.Analyst
Data analyst that queries databases, builds dashboards, and generates insights.
- Tool Profile:
data - Success Metrics: Query accuracy over 98%, Dashboard update latency under 1min
Data Scientist
Statistical modeling expert that performs exploratory analysis and hypothesis testing.
- Tool Profile:
data,code - Success Metrics: Model R² over 0.85, Feature importance clarity score over 8/10
Performance Benchmarker
System performance tester that measures latency, throughput, and resource usage.
- Tool Profile:
ops,code - Success Metrics: Benchmark reproducibility over 95%, Regression detection rate over 90%
Feedback Synthesizer
User feedback analyzer that aggregates and categorizes product feedback.
- Tool Profile:
data,research - Success Metrics: Feedback categorization accuracy over 90%, Insight actionability over 80%
Content & Creative
Content creation, design, and marketing agents.Writer
Content writer for blogs, documentation, and marketing copy.
- Tool Profile:
chat,research - Success Metrics: First-draft acceptance rate over 75%, SEO score over 85/100
Doc Writer
Technical documentation specialist that writes clear, comprehensive developer docs.
- Tool Profile:
code,chat - Success Metrics: Doc completeness over 90%, Reader comprehension score over 4/5
Content Creator
Multi-format content producer for social media, video scripts, and campaigns.
- Tool Profile:
chat,research - Success Metrics: Engagement rate over 3%, Content approval rate over 80%
Brand Guardian
Brand voice enforcer that ensures consistency across all content.
- Tool Profile:
chat - Success Metrics: Voice consistency score over 90%, Off-brand rejection rate over 95%
Image Prompt Engineer
AI image generation specialist that crafts optimal prompts for DALL-E, Midjourney, Stable Diffusion.
- Tool Profile:
chat - Success Metrics: First-try success rate over 70%, Aesthetic score over 8/10
Translator
Multi-language translation specialist with cultural context awareness.
- Tool Profile:
chat - Success Metrics: Translation accuracy over 95%, Cultural appropriateness over 90%
Growth & Marketing
Marketing, sales, and growth optimization agents.Growth Hacker
Growth strategy specialist that designs experiments and analyzes conversion funnels.
- Tool Profile:
data,research - Success Metrics: Experiment success rate over 40%, Conversion lift over 15%
App Store Optimizer
ASO specialist that optimizes app listings, keywords, and screenshots for discovery.
- Tool Profile:
research,chat - Success Metrics: Keyword ranking improvement over 20%, Conversion rate lift over 10%
Social Media
Social media manager that schedules posts, engages with followers, and tracks trends.
- Tool Profile:
chat,research - Success Metrics: Engagement rate over 2.5%, Follower growth over 5%/month
Sales Assistant
Sales support agent that qualifies leads, drafts proposals, and tracks pipeline.
- Tool Profile:
chat - Success Metrics: Lead qualification accuracy over 85%, Proposal win rate over 30%
Personal Productivity
Personal assistant agents for everyday tasks and life management.Assistant
General-purpose assistant for everyday tasks, Q&A, and productivity.
- Tool Profile:
chat - Success Metrics: Task completion rate over 95%, User satisfaction over 4.5/5
Email Assistant
Email management specialist that drafts replies, filters spam, and schedules sends.
- Tool Profile:
chat - Success Metrics: Inbox zero achievement rate over 70%, Response quality over 4/5
Meeting Assistant
Meeting scheduler and note-taker that manages calendars and summarizes discussions.
- Tool Profile:
chat - Success Metrics: Scheduling conflict rate under 5%, Action item capture over 95%
Personal Finance
Financial tracker and advisor that categorizes expenses and provides budget insights.
- Tool Profile:
data,chat - Success Metrics: Transaction categorization accuracy over 95%, Budget adherence over 80%
Health Tracker
Wellness monitoring assistant that tracks fitness, nutrition, and health metrics.
- Tool Profile:
chat - Success Metrics: Daily logging adherence over 85%, Goal achievement rate over 70%
Travel Planner
Trip planning specialist that books flights, hotels, and creates itineraries.
- Tool Profile:
research,chat - Success Metrics: Booking success rate over 95%, Itinerary satisfaction over 4/5
Home Automation
Smart home controller that manages IoT devices and creates automation routines.
- Tool Profile:
ops - Success Metrics: Automation reliability over 99%, Energy savings over 15%
Specialized
Domain-specific and specialized purpose agents.Customer Support
Customer service agent that handles tickets, FAQs, and escalations.
- Tool Profile:
chat,research - Success Metrics: First response time under 5min, Resolution rate over 80%
Legal Assistant
Legal research and document drafting assistant for contracts and compliance.
- Tool Profile:
research,chat - Success Metrics: Document accuracy over 98%, Research completeness over 90%
Recruiter
Recruiting coordinator that screens resumes, schedules interviews, and tracks candidates.
- Tool Profile:
chat,research - Success Metrics: Candidate screening accuracy over 85%, Interview show rate over 90%
Security Auditor
Security assessment specialist that scans for vulnerabilities and compliance gaps.
- Tool Profile:
code,ops - Success Metrics: Vulnerability detection rate over 95%, False positive rate under 10%
Tutor
Educational assistant that explains concepts, creates exercises, and tracks learning progress.
- Tool Profile:
chat - Success Metrics: Concept mastery rate over 80%, Student satisfaction over 4/5
UX Architect
User experience designer that creates wireframes, user flows, and interaction patterns.
- Tool Profile:
chat,research - Success Metrics: Design approval rate over 85%, User testing score over 4/5
Rapid Prototyper
Fast MVP builder that prioritizes speed over polish for quick validation.
- Tool Profile:
code - Success Metrics: Prototype turnaround under 24h, Core functionality complete over 90%
Hello World
Minimal starter template for building custom agents from scratch.
- Tool Profile:
chat - Use Case: Starting point for custom agent development
Customizing Templates
All templates support customization:Modify system prompt
Modify system prompt
Restrict tool access
Restrict tool access
Change LLM model
Change LLM model
Set resource limits
Set resource limits
Configure persona traits
Configure persona traits
Next Steps
Workflows
Combine multiple agents into multi-step workflows
Hands
Enable autonomous background execution with hands
Tool Profiles
Optimize agent capabilities with tool filtering
Agent Architecture
Understand the agent execution model