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wshobson/agents

Intelligent automation and multi-agent orchestration for Claude Code

146 skills

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multi-reviewer-patterns

wshobson/agents

This skill coordinates parallel code reviews across multiple quality dimensions, deduplicates findings, calibrates severity, and produces a consolidated report.

architecture-patterns

wshobson/agents

Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing applications for better maintainability.

gitlab-ci-patterns

wshobson/agents

Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up automated testing and deployment.

team-communication-protocols

wshobson/agents

This skill standardizes team communication by guiding message types, plan approvals, and graceful shutdowns to improve collaboration and reliability.

microservices-patterns

wshobson/agents

Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.

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github-actions-templates

wshobson/agents

Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or creating reusable workflow templates.

task-coordination-strategies

wshobson/agents

This skill helps you decompose complex tasks, design dependency graphs, and balance workload across agent teams for efficient multi-agent coordination.

saga-orchestration

wshobson/agents

Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensating transactions, or managing long-running workflows.

fastapi-templates

wshobson/agents

Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.

secrets-management

wshobson/agents

Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD environments.

wshobson/agents

Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementing digital asset systems.

cost-optimization

wshobson/agents

Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing cost governance policies.

event-store-design

wshobson/agents

Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns.

projection-patterns

wshobson/agents

Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.

kpi-dashboard-design

wshobson/agents

Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data visualization layouts.

workflow-orchestration-patterns

wshobson/agents

Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running processes, distributed transactions, or microservice orchestration.

defi-protocol-templates

wshobson/agents

Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.

solidity-security

wshobson/agents

Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementing security measures for blockchain applications.

data-storytelling

wshobson/agents

Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.

wcag-audit-patterns

wshobson/agents

Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing accessible design patterns.

parallel-debugging

wshobson/agents

This skill enables parallel investigation using the Analysis of Competing Hypotheses to identify root causes across modules and reduce debugging time.

team-composition-patterns

wshobson/agents

This skill helps you design optimal multi-agent team configurations by sizing, presets, and agent-type selection for Claude Code workflows.

deployment-pipeline-design

wshobson/agents

Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing GitOps practices.

temporal-python-testing

wshobson/agents

Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal workflow tests or debugging test failures.

wshobson/agents

Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or validating DeFi protocols.

parallel-feature-development

wshobson/agents

This skill helps teams plan and manage parallel feature development by defining ownership, avoiding conflicts, and coordinating integration across work streams.

screen-reader-testing

wshobson/agents

Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology support.

api-design-principles

wshobson/agents

Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing API design standards.

cqrs-implementation

wshobson/agents

Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems.

dotnet-backend-patterns

wshobson/agents

Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuration, caching, and testing with xUnit. Use when developing .NET backends, reviewing C# code, or designing API architectures.

prometheus-configuration

wshobson/agents

Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or configuring alerting systems.

python-packaging

wshobson/agents

This skill helps you create, structure, and publish Python packages with modern pyproject tooling and PyPI distribution for libraries and CLIs.

async-python-patterns

wshobson/agents

Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.

billing-automation

wshobson/agents

Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recurring payment systems.

python-resource-management

wshobson/agents

This skill helps you manage resources in Python deterministically using context managers, ensuring reliable cleanup and streaming state handling.

attack-tree-construction

wshobson/agents

Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.

competitive-landscape

wshobson/agents

This skill should be used when the user asks to "analyze competitors", "assess competitive landscape", "identify differentiation", "evaluate market positioning", "apply Porter's Five Forces", or requests competitive strategy analysis.

react-state-management

wshobson/agents

Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions.

memory-safety-patterns

wshobson/agents

Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory bugs.

rust-async-patterns

wshobson/agents

Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code.

spark-optimization

wshobson/agents

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.

stripe-integration

wshobson/agents

This skill streamlines Stripe payments integration, enabling secure checkout, subscriptions, webhooks, and refunds with PCI-compliant flows.

error-handling-patterns

wshobson/agents

This skill helps you implement robust error handling patterns across languages, improving reliability, debugging, and graceful failure in your applications.

git-advanced-workflows

wshobson/agents

Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, collaborating on feature branches, or troubleshooting repository issues.

uv-package-manager

wshobson/agents

Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv.

interaction-design

wshobson/agents

This skill helps you craft engaging microinteractions and smooth transitions to improve usability and delight users across ui components.

airflow-dag-patterns

wshobson/agents

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.

k8s-security-policies

wshobson/agents

Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or enforcing pod security standards.

nx-workspace-patterns

wshobson/agents

Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected commands.

incident-runbook-templates

wshobson/agents

Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use when building runbooks, responding to incidents, or establishing incident response procedures.

javascript-testing-patterns

wshobson/agents

Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use when writing JavaScript/TypeScript tests, setting up test infrastructure, or implementing TDD/BDD workflows.

k8s-manifest-generator

wshobson/agents

Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating K8s resources, or implementing production-grade Kubernetes configurations.

mobile-ios-design

wshobson/agents

This skill helps you design polished iOS interfaces and SwiftUI layouts aligned with Apple's HIG for accessible, adaptive apps.

python-design-patterns

wshobson/agents

This skill helps you apply Python design patterns like KISS, SRP, and composition to guide architecture decisions and refactoring.

python-type-safety

wshobson/agents

This skill helps you add and enforce Python type hints, generics, and protocols with strict static checks using mypy or pyright.

track-management

wshobson/agents

Use this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, plan.md, and track lifecycle operations.

shellcheck-configuration

wshobson/agents

Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuring script portability.

react-native-design

wshobson/agents

This skill helps you build performant cross-platform mobile apps with expert styling, navigation, and animated UI using React Native and Reanimated.

risk-metrics-calculation

wshobson/agents

Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.

database-migration

wshobson/agents

Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data transformations, or implementing zero-downtime deployment strategies.

visual-design-foundations

wshobson/agents

This skill helps you establish cohesive visual systems by applying typography, color, spacing, and iconography foundations across projects.

helm-chart-scaffolding

wshobson/agents

Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or implementing templated deployments.

postmortem-writing

wshobson/agents

Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response processes.

python-anti-patterns

wshobson/agents

This skill helps you spot and avoid common Python anti-patterns, improving code quality during reviews, debugging, and refactoring.

python-code-style

wshobson/agents

This skill guides Python code style, linting, formatting, naming, and documentation to improve consistency and maintainability.

python-configuration

wshobson/agents

This skill helps you manage Python configuration using environment variables and typed settings for consistent, fail-fast runtime behavior.

python-observability

wshobson/agents

This skill helps you instrument Python applications with structured logging, metrics, and tracing to diagnose production issues quickly.

python-project-structure

wshobson/agents

This skill helps you structure Python projects with clear module boundaries, explicit public APIs, and maintainable layouts to improve discovery and changes.

python-resilience

wshobson/agents

This skill helps you implement Python resilience patterns with retries, timeouts, and fault-tolerant decorators to build reliable services.

anti-reversing-techniques

wshobson/agents

Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or understanding software protection mechanisms.

react-modernization

wshobson/agents

Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to latest React versions.

accessibility-compliance

wshobson/agents

This skill helps you implement WCAG 2.2 compliant interfaces and inclusive accessibility patterns across interfaces and forms.

design-system-patterns

wshobson/agents

This skill helps you design scalable design systems by managing tokens, theming, and component architectures across platforms.

wshobson/agents

Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card security measures.

langchain-architecture

wshobson/agents

This skill guides building LangChain 1.x and LangGraph architectures for agents, memory, and tool integration to create robust LLM applications.

web-component-design

wshobson/agents

This skill helps you design reusable UI components with modern composition patterns and CSS-in-JS choices to build robust design systems.

react-native-architecture

wshobson/agents

Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecting React Native projects.

nodejs-backend-patterns

wshobson/agents

Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when creating Node.js servers, REST APIs, GraphQL backends, or microservices architectures.

wshobson/agents

Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features

python-performance-optimization

wshobson/agents

This skill profiles Python code to identify bottlenecks and guides improvements using profiling tools and optimization patterns for faster apps.

python-testing-patterns

wshobson/agents

Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.

rag-implementation

wshobson/agents

This skill helps you build retrieval-augmented generation systems using vector stores and semantic search to ground responses.

sast-configuration

wshobson/agents

Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or automating code vulnerability detection.

nextjs-app-router-patterns

wshobson/agents

Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Server Components.

startup-metrics-framework

wshobson/agents

This skill should be used when the user asks about "key startup metrics", "SaaS metrics", "CAC and LTV", "unit economics", "burn multiple", "rule of 40", "marketplace metrics", or requests guidance on tracking and optimizing business performance metrics.

context-driven-development

wshobson/agents

Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship between product.md, tech-stack.md, and workflow.md files.

debugging-strategies

wshobson/agents

Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issues, or unexpected behavior.

vector-index-tuning

wshobson/agents

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.

python-background-jobs

wshobson/agents

This skill helps you implement Python background jobs and task queues, enabling asynchronous processing, idempotency, and reliable decoupled workflows.

bash-defensive-patterns

wshobson/agents

Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.

mobile-android-design

wshobson/agents

This skill helps you master Material Design 3 and Jetpack Compose to build adaptive Android interfaces with accessible responsive layouts.

turborepo-caching

wshobson/agents

Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.

go-concurrency-patterns

wshobson/agents

Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions.

on-call-handoff-patterns

wshobson/agents

Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting shift summaries, or improving on-call processes.

ml-pipeline-workflow

wshobson/agents

Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating model training and deployment workflows.

code-review-excellence

wshobson/agents

Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing review standards, or mentoring developers.

hybrid-search-implementation

wshobson/agents

Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.

distributed-tracing

wshobson/agents

Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implementing observability for distributed systems.

linkerd-patterns

wshobson/agents

Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking with minimal overhead.

gitops-workflow

wshobson/agents

Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deployments, or setting up declarative infrastructure management.