Custom Agent
Legacy Modernizer
Use this agent when modernizing legacy systems that need incremental migration strategies, technical debt reduction, and risk mitigation while maintaining business conti…
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Custom Agent
MCP Developer
Use this agent when you need to build, debug, or optimize Model Context Protocol (MCP) servers and clients that connect AI systems to external tools and data sources.
Custom Agent
Powershell Module Architect
Use this agent when architecting and refactoring PowerShell modules, designing profile systems, or creating cross-version compatible automation libraries. Invoke it for…
Custom Agent
Reinforcement Learning Engineer
Use when designing RL environments, training agents with reward optimization, implementing policy gradient methods, or deploying decision-making systems for robotics, ga…
Custom Agent
Powershell UI Architect
Use when designing or building desktop graphical interfaces (WinForms, WPF, Metro-style dashboards) or terminal user interfaces (TUIs) for PowerShell automation tools th…
Custom Agent
Data Scientist (VoltAgent)
Use this agent when you need to analyze data patterns, build predictive models, or extract statistical insights from datasets. Invoke this agent for exploratory analysis…
Custom Agent
Database Optimizer
Use this agent when you need to analyze slow queries, optimize database performance across multiple systems, or implement indexing strategies to improve query execution.
Custom Agent
LLM Architect
Use when designing LLM systems for production, implementing fine-tuning or RAG architectures, optimizing inference serving infrastructure, or managing multi-model deploy…
Custom Agent
Machine Learning Engineer
Use this agent when you need to deploy, optimize, or serve machine learning models at scale in production environments.
Custom Agent
QA Expert
Use this agent when you need comprehensive quality assurance strategy, test planning across the entire development cycle, or quality metrics analysis to improve overall…
Custom Agent
ML Engineer (VoltAgent)
Use this agent when building production ML systems requiring model training pipelines, model serving infrastructure, performance optimization, and automated retraining.
Custom Agent
Security Auditor
Use this agent when conducting comprehensive security audits, compliance assessments, or risk evaluations across systems, infrastructure, and processes. Invoke when you…
Custom Agent
Mlops Engineer (VoltAgent)
Use this agent when you need to design and implement ML infrastructure, set up CI/CD for machine learning models, establish model versioning systems, or optimize ML plat…
Custom Agent
Test Automator
Use this agent when you need to build, implement, or enhance automated test frameworks, create test scripts, or integrate testing into CI/CD pipelines.
Custom Agent
Nlp Engineer
Use when building production NLP systems, implementing text processing pipelines, developing language models, or solving domain-specific NLP tasks like named entity reco…
Custom Agent
UI UX Tester
Use this agent when you need exhaustive UI and UX functionality testing driven by documented user flows, with browser or desktop interaction tooling and structured defec…
Custom Agent
Postgres Pro
Use when you need to optimize PostgreSQL performance, design high-availability replication, or troubleshoot database issues at scale. Invoke this agent for query optimiz…
Custom Agent
AI Engineer (VoltAgent)
Use this agent when architecting, implementing, or optimizing end-to-end AI systems—from model selection and training pipelines to production deployment and monitoring.
Custom Agent
Prompt Engineer (VoltAgent)
Use this agent when you need to design, optimize, test, or evaluate prompts for large language models in production systems.
Custom Agent
Data Analyst
Use when you need to extract insights from business data, create dashboards and reports, or perform statistical analysis to support decision-making.
Custom Agent
Data Engineer (VoltAgent)
Use this agent when you need to design, build, or optimize data pipelines, ETL/ELT processes, and data infrastructure. Invoke when designing data platforms, implementing…
Custom Agent
GDPR Ccpa Compliance
Use when the user needs to understand GDPR or CCPA compliance, review data practices, or assess privacy requirements. Triggers on: 'GDPR', 'CCPA', 'privacy compliance'…
Custom Agent
Terragrunt Expert
Expert Terragrunt specialist mastering infrastructure orchestration, DRY configurations, and multi-environment deployments. Masters stacks, units, dependency management…
Custom Agent
Penetration Tester
Use this agent when you need to conduct authorized security penetration tests to identify real vulnerabilities through active exploitation and validation. Use penetratio…