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parallel-debugging
wshobson/agents
28.7k
This skill enables parallel investigation using the Analysis of Competing Hypotheses to identify root causes across modules and reduce debugging time.
event-store-design
wshobson/agents
28.7k
Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns.
team-composition-patterns
wshobson/agents
28.7k
This skill helps you design optimal multi-agent team configurations by sizing, presets, and agent-type selection for Claude Code workflows.
api-design-principles
wshobson/agents
28.7k
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.
temporal-python-testing
wshobson/agents
28.7k
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.
deployment-pipeline-design
wshobson/agents
28.7k
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.
web3-testing
wshobson/agents
28.7k
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.
team-communication-protocols
wshobson/agents
28.7k
This skill standardizes team communication by guiding message types, plan approvals, and graceful shutdowns to improve collaboration and reliability.
microservices-patterns
wshobson/agents
28.7k
Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.
screen-reader-testing
wshobson/agents
28.7k
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.
github-actions-templates
wshobson/agents
28.7k
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.
saga-orchestration
wshobson/agents
28.7k
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.
gitlab-ci-patterns
wshobson/agents
28.7k
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.
cost-optimization
wshobson/agents
28.7k
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.
secrets-management
wshobson/agents
28.7k
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.
projection-patterns
wshobson/agents
28.7k
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.
wcag-audit-patterns
wshobson/agents
28.7k
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-feature-development
wshobson/agents
28.7k
This skill helps teams plan and manage parallel feature development by defining ownership, avoiding conflicts, and coordinating integration across work streams.
fastapi-templates
wshobson/agents
28.7k
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.
multi-reviewer-patterns
wshobson/agents
28.7k
This skill coordinates parallel code reviews across multiple quality dimensions, deduplicates findings, calibrates severity, and produces a consolidated report.
architecture-patterns
wshobson/agents
28.7k
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.
nft-standards
wshobson/agents
28.7k
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.
cqrs-implementation
wshobson/agents
28.7k
Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems.
task-coordination-strategies
wshobson/agents
28.7k
This skill helps you decompose complex tasks, design dependency graphs, and balance workload across agent teams for efficient multi-agent coordination.
data-storytelling
wshobson/agents
28.7k
Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.
workflow-orchestration-patterns
wshobson/agents
28.7k
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.
kpi-dashboard-design
wshobson/agents
28.7k
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.
defi-protocol-templates
wshobson/agents
28.7k
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
28.7k
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.
gdpr-data-handling
wshobson/agents
28.7k
Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, or conducting GDPR compliance reviews.
backtesting-frameworks
wshobson/agents
28.7k
Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strategies, or building backtesting infrastructure.
paypal-integration
wshobson/agents
28.7k
Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-commerce checkout flows.
mtls-configuration
wshobson/agents
28.7k
Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.
billing-automation
wshobson/agents
28.7k
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.
attack-tree-construction
wshobson/agents
28.7k
Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.
rust-async-patterns
wshobson/agents
28.7k
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.
error-handling-patterns
wshobson/agents
28.7k
This skill helps you implement robust error handling patterns across languages, improving reliability, debugging, and graceful failure in your applications.
debugging-strategies
wshobson/agents
28.7k
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.
airflow-dag-patterns
wshobson/agents
28.7k
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
28.7k
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
28.7k
Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected commands.
shellcheck-configuration
wshobson/agents
28.7k
Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuring script portability.
risk-metrics-calculation
wshobson/agents
28.7k
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.
visual-design-foundations
wshobson/agents
28.7k
This skill helps you establish cohesive visual systems by applying typography, color, spacing, and iconography foundations across projects.
helm-chart-scaffolding
wshobson/agents
28.7k
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.
python-code-style
wshobson/agents
28.7k
This skill guides Python code style, linting, formatting, naming, and documentation to improve consistency and maintainability.
python-resilience
wshobson/agents
28.7k
This skill helps you implement Python resilience patterns with retries, timeouts, and fault-tolerant decorators to build reliable services.
design-system-patterns
wshobson/agents
28.7k
This skill helps you design scalable design systems by managing tokens, theming, and component architectures across platforms.
react-native-architecture
wshobson/agents
28.7k
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.
postmortem-writing
wshobson/agents
28.7k
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.
react-modernization
wshobson/agents
28.7k
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.
python-testing-patterns
wshobson/agents
28.7k
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.
incident-runbook-templates
wshobson/agents
28.7k
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.
hybrid-search-implementation
wshobson/agents
28.7k
Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.
prompt-engineering-patterns
wshobson/agents
28.7k
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production prompt templates.
spark-optimization
wshobson/agents
28.7k
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
28.7k
This skill streamlines Stripe payments integration, enabling secure checkout, subscriptions, webhooks, and refunds with PCI-compliant flows.
git-advanced-workflows
wshobson/agents
28.7k
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
28.7k
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.
javascript-testing-patterns
wshobson/agents
28.7k
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.
python-design-patterns
wshobson/agents
28.7k
This skill helps you apply Python design patterns like KISS, SRP, and composition to guide architecture decisions and refactoring.
python-type-safety
wshobson/agents
28.7k
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
28.7k
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.
react-native-design
wshobson/agents
28.7k
This skill helps you build performant cross-platform mobile apps with expert styling, navigation, and animated UI using React Native and Reanimated.
database-migration
wshobson/agents
28.7k
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.
python-anti-patterns
wshobson/agents
28.7k
This skill helps you spot and avoid common Python anti-patterns, improving code quality during reviews, debugging, and refactoring.
python-configuration
wshobson/agents
28.7k
This skill helps you manage Python configuration using environment variables and typed settings for consistent, fail-fast runtime behavior.
python-observability
wshobson/agents
28.7k
This skill helps you instrument Python applications with structured logging, metrics, and tracing to diagnose production issues quickly.
python-project-structure
wshobson/agents
28.7k
This skill helps you structure Python projects with clear module boundaries, explicit public APIs, and maintainable layouts to improve discovery and changes.
anti-reversing-techniques
wshobson/agents
28.7k
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.
accessibility-compliance
wshobson/agents
28.7k
This skill helps you implement WCAG 2.2 compliant interfaces and inclusive accessibility patterns across interfaces and forms.
pci-compliance
wshobson/agents
28.7k
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
28.7k
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
28.7k
This skill helps you design reusable UI components with modern composition patterns and CSS-in-JS choices to build robust design systems.
nodejs-backend-patterns
wshobson/agents
28.7k
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.
python-performance-optimization
wshobson/agents
28.7k
This skill profiles Python code to identify bottlenecks and guides improvements using profiling tools and optimization patterns for faster apps.
async-python-patterns
wshobson/agents
28.7k
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.
sast-configuration
wshobson/agents
28.7k
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.
bash-defensive-patterns
wshobson/agents
28.7k
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.
auth-implementation-patterns
wshobson/agents
28.7k
Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing APIs, or debugging security issues.
vector-index-tuning
wshobson/agents
28.7k
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
28.7k
This skill helps you implement Python background jobs and task queues, enabling asynchronous processing, idempotency, and reliable decoupled workflows.
turborepo-caching
wshobson/agents
28.7k
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
28.7k
Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions.
ml-pipeline-workflow
wshobson/agents
28.7k
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.
rag-implementation
wshobson/agents
28.7k
This skill helps you build retrieval-augmented generation systems using vector stores and semantic search to ground responses.
code-review-excellence
wshobson/agents
28.7k
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.
distributed-tracing
wshobson/agents
28.7k
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
28.7k
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.
postgresql
wshobson/agents
28.7k
Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features
gitops-workflow
wshobson/agents
28.7k
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.
service-mesh-observability
wshobson/agents
28.7k
Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SLOs for service communication.
sql-optimization-patterns
wshobson/agents
28.7k
Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance.
stride-analysis-patterns
wshobson/agents
28.7k
Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation.
modern-javascript-patterns
wshobson/agents
28.7k
Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, efficient JavaScript code. Use when refactoring legacy code, implementing modern patterns, or optimizing JavaScript applications.
python-error-handling
wshobson/agents
28.7k
This skill helps you implement robust Python error handling with input validation, meaningful exceptions, and graceful batch processing failures.
unity-ecs-patterns
wshobson/agents
28.7k
Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or working with large entity counts.
grafana-dashboards
wshobson/agents
28.7k
Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational observability interfaces.