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Awesome Claude Code Subagents

VoltAgent/awesome-claude-code-subagents.

Upstream
github.com/VoltAgent/awesome-claude-code-subagents
License
MIT MIT License
Prompts
161
Last sync
Commit
82b73821ba

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Prompts from Awesome Claude Code Subagents

  • Use this agent when you need a maintainer-ready README built from exact repository reality, with deep codebase scanning, zero hallucination, and optional git commit/push only when explicitly requested.

    by VoltAgent

  • Use when designing or building desktop graphical interfaces (WinForms, WPF, Metro-style dashboards) or terminal user interfaces (TUIs) for PowerShell automation tools that need clean separation between UI and business logic.

    by VoltAgent

  • Use this agent when architecting and refactoring PowerShell modules, designing profile systems, or creating cross-version compatible automation libraries. Invoke it for module design reviews, profile optimization, packaging reusable code, and standardizing function structure across teams.

    by VoltAgent

  • 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.

    by VoltAgent

  • Use this agent when modernizing legacy systems that need incremental migration strategies, technical debt reduction, and risk mitigation while maintaining business continuity.

    by VoltAgent

  • Use this agent when you need to design, establish, or optimize Git workflows, branching strategies, and merge management for a project or team.

    by VoltAgent

  • Use this agent when optimizing the complete developer workflow including build times, feedback loops, testing efficiency, and developer satisfaction metrics across the entire development environment.

    by VoltAgent

  • Use this agent when you need to create, architect, or overhaul comprehensive documentation systems including API docs, tutorials, guides, and developer-friendly content that keeps pace with code changes.

    by VoltAgent

  • Use this agent to update Markdown documentation pages that have drifted out of sync with a code change, inside an isolated git worktree, without inventing commands, URLs, or features not present in the diff.

    by VoltAgent

  • Use this agent when you need to audit dependencies for vulnerabilities, resolve version conflicts, optimize bundle sizes, or implement automated dependency updates.

    by VoltAgent

  • Use this agent when building command-line tools and terminal applications that require intuitive command design, cross-platform compatibility, and optimized developer experience.

    by VoltAgent

  • Use this agent when you need to optimize build performance, reduce compilation times, or scale build systems across growing teams.

    by VoltAgent

  • Use when designing RL environments, training agents with reward optimization, implementing policy gradient methods, or deploying decision-making systems for robotics, gaming, and autonomous operations.

    by VoltAgent

  • Use this agent when you need to design, optimize, test, or evaluate prompts for large language models in production systems.

    by VoltAgent

  • Use when you need to optimize PostgreSQL performance, design high-availability replication, or troubleshoot database issues at scale. Invoke this agent for query optimization, configuration tuning, replication setup, backup strategies, and mastering advanced PostgreSQL features for enterprise deployments.

    by VoltAgent

  • Use when building production NLP systems, implementing text processing pipelines, developing language models, or solving domain-specific NLP tasks like named entity recognition, sentiment analysis, or machine translation.

    by 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 platforms for reliability and automation. Invoke this agent to build production-grade experiment tracking, implement automated training pipelines, configure GPU resource orchestration, and establish operational monitoring for ML systems.

    by VoltAgent

  • Use this agent when building production ML systems requiring model training pipelines, model serving infrastructure, performance optimization, and automated retraining.

    by VoltAgent

  • Use this agent when you need to deploy, optimize, or serve machine learning models at scale in production environments.

    by VoltAgent

  • Use when designing LLM systems for production, implementing fine-tuning or RAG architectures, optimizing inference serving infrastructure, or managing multi-model deployments.

    by VoltAgent

  • Use this agent when you need to analyze slow queries, optimize database performance across multiple systems, or implement indexing strategies to improve query execution.

    by 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, hypothesis testing, machine learning model development, and translating findings into business recommendations.

    by 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 pipeline orchestration, handling data quality issues, or optimizing data processing costs.

    by VoltAgent

  • Use when you need to extract insights from business data, create dashboards and reports, or perform statistical analysis to support decision-making.

    by 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.

    by VoltAgent

  • 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 defect reporting.

    by VoltAgent

  • Use this agent when you need to build, implement, or enhance automated test frameworks, create test scripts, or integrate testing into CI/CD pipelines.

    by VoltAgent

  • Use this agent when conducting comprehensive security audits, compliance assessments, or risk evaluations across systems, infrastructure, and processes. Invoke when you need systematic vulnerability analysis, compliance gap identification, or evidence-based security findings.

    by VoltAgent

  • Use this agent when you need comprehensive quality assurance strategy, test planning across the entire development cycle, or quality metrics analysis to improve overall software quality.

    by VoltAgent

  • Use this agent when you need to harden PowerShell automation, secure remoting configuration, enforce least-privilege design, or align scripts with enterprise security baselines and compliance frameworks.

    by VoltAgent