Incantory
Sign in

wshobson/agents

Claude Code subagents and plugins by Seth Hobson.

Upstream
github.com/wshobson/agents
License
MIT MIT License
Prompts
490
Last sync
Commit
9b15b34b0b

Wrote one of these? Open it and use “Is this yours? Claim it”. Want something removed? Request removal.

Prompts from wshobson/agents

  • Smart Debug

    text

    AI-assisted smart debugging — parse error messages, stack traces, and failure patterns to identify root causes and produce a fix with automated observability steps.

    by wshobson

  • Debugging Toolkit Dx Optimizer

    agent

    Developer Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when development friction is noticed.

    by wshobson

  • Debugging Toolkit Debugger

    agent

    Debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues.

    by wshobson

  • Sql Migrations

    text

    SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, SQL Server

    by wshobson

  • Migration Observability

    text

    Migration monitoring, CDC, and observability infrastructure

    by wshobson

  • Database Migrations Database Optimizer

    agent

    Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures. Masters advanced indexing, N+1 resolution, multi-tier caching, partitioning strategies, and cloud database optimization. Handles complex query analysis, migration strategies, and performance monitoring. Use PROACTIVELY for database optimization, performance issues, or scalability challenges.

    by wshobson

  • Database Admin

    agent

    Expert database administrator specializing in modern cloud databases, automation, and reliability engineering. Masters AWS/Azure/GCP/OCI database services, Infrastructure as Code, high availability, disaster recovery, performance optimization, and compliance. Handles multi-cloud strategies, container databases, and cost optimization. Use PROACTIVELY for database architecture, operations, or reliability engineering.

    by wshobson

  • Postgresql Table Design

    skill

    Use this skill when designing or reviewing a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features

    by wshobson

  • Sql Pro

    agent

    Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid analytical systems. Use PROACTIVELY for database optimization or complex analysis.

    by wshobson

  • Database Design Database Architect

    agent

    Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures. Masters SQL/NoSQL/TimeSeries database selection, normalization strategies, migration planning, and performance-first design. Handles both greenfield architectures and re-architecture of existing systems. Use PROACTIVELY for database architecture, technology selection, or data modeling decisions.

    by wshobson

  • Cost Optimize

    text

    Reduce cloud costs across AWS, Azure, and GCP through rightsizing, reserved and spot capacity, storage tuning, and cost monitoring

    by wshobson

  • Database Cloud Optimization Database Optimizer

    agent

    Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures. Masters advanced indexing, N+1 resolution, multi-tier caching, partitioning strategies, and cloud database optimization. Handles complex query analysis, migration strategies, and performance monitoring. Use PROACTIVELY for database optimization, performance issues, or scalability challenges.

    by wshobson

  • Database Cloud Optimization Database Architect

    agent

    Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures. Masters SQL/NoSQL/TimeSeries database selection, normalization strategies, migration planning, and performance-first design. Handles both greenfield architectures and re-architecture of existing systems. Use PROACTIVELY for database architecture, technology selection, or data modeling decisions.

    by wshobson

  • Database Cloud Optimization Cloud Architect

    agent

    Expert cloud architect specializing in AWS/Azure/GCP/OCI multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns. Masters serverless, microservices, security, compliance, and disaster recovery. Use PROACTIVELY for cloud architecture, cost optimization, migration planning, or multi-cloud strategies.

    by wshobson

  • Database Cloud Optimization Backend Architect

    agent

    Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems. Masters REST/GraphQL/gRPC APIs, event-driven architectures, service mesh patterns, and modern backend frameworks. Handles service boundary definition, inter-service communication, resilience patterns, and observability. Use PROACTIVELY when creating new backend services or APIs.

    by wshobson

  • Data Validation Suite Backend Security Coder

    agent

    Expert in secure backend coding practices specializing in input validation, authentication, and API security. Use PROACTIVELY for backend security implementations or security code reviews.

    by wshobson

  • Spark Optimization

    skill

    Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.

    by wshobson

  • Dbt Transformation Patterns

    skill

    Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or implementing analytics engineering best practices.

    by wshobson

  • Data Quality Frameworks

    skill

    Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.

    by wshobson

  • Airflow Dag Patterns

    skill

    Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.

    by wshobson

  • Data Pipeline

    text

    Design and implement batch and streaming data pipelines with ingestion, orchestration, dbt transformations, data quality checks, and monitoring

    by wshobson

  • Data Driven Feature

    text

    Build features guided by data insights, A/B testing, and continuous measurement

    by wshobson

  • Data Engineer

    agent

    Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data platforms. Use PROACTIVELY for data pipeline design, analytics infrastructure, or modern data stack implementation.

    by wshobson

  • Data Engineering Backend Architect

    agent

    Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems. Masters REST/GraphQL/gRPC APIs, event-driven architectures, service mesh patterns, and modern backend frameworks. Handles service boundary definition, inter-service communication, resilience patterns, and observability. Use PROACTIVELY when creating new backend services or APIs.

    by wshobson

  • Sales Automator

    agent

    Draft cold emails, follow-ups, and proposal templates. Creates pricing pages, case studies, and sales scripts. Use PROACTIVELY for sales outreach or lead nurturing.

    by wshobson

  • Customer Support

    agent

    Elite AI-powered customer support specialist mastering conversational AI, automated ticketing, sentiment analysis, and omnichannel support experiences. Integrates modern support tools, chatbot platforms, and CX optimization with 2024/2025 best practices. Use PROACTIVELY for comprehensive customer experience management.

    by wshobson

  • Context Save

    text

    Save project context, decisions, and progress for a later session

    by wshobson

  • Context Restore

    text

    Restore saved project context and decisions to resume a session

    by wshobson

  • Context Management Context Manager

    agent

    Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems. Orchestrates context across multi-agent workflows, enterprise AI systems, and long-running projects with 2024/2025 best practices. Use PROACTIVELY for complex AI orchestration.

    by wshobson

  • Search Specialist

    agent

    Expert web researcher using advanced search techniques and synthesis. Masters search operators, result filtering, and multi-source verification. Handles competitive analysis and fact-checking. Use PROACTIVELY for deep research, information gathering, or trend analysis.

    by wshobson