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wshobson skills

Find 146 skills from 1 repo created by wshobson on GitHub.

1 repo

146 skills

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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.

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.

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.

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.

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.

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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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

team-communication-protocols

wshobson/agents

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

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.

multi-reviewer-patterns

wshobson/agents

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

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.

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.

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.

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.

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.

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.

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.

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.

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.

service-mesh-observability

wshobson/agents

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

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.

startup-financial-modeling

wshobson/agents

This skill helps startups build 3-5 year financial projections with cohort revenue, cost structures, cash flow, and scenario planning.

stride-analysis-patterns

wshobson/agents

Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation.

security-requirement-extraction

wshobson/agents

Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building security test cases.

modern-javascript-patterns

wshobson/agents

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.

auth-implementation-patterns

wshobson/agents

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.

python-error-handling

wshobson/agents

This skill helps you implement robust Python error handling with input validation, meaningful exceptions, and graceful batch processing failures.

typescript-advanced-types

wshobson/agents

This skill helps you harness TypeScript advanced types to build robust, type-safe utilities and APIs with generics, mapped types, and conditional types.

responsive-design

wshobson/agents

This skill helps you implement modern responsive layouts using container queries, fluid typography, and CSS Grid to create adaptive interfaces.

godot-gdscript-patterns

wshobson/agents

Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices.

tailwind-design-system

wshobson/agents

This skill helps you design scalable Tailwind v4 design systems with tokens, theming, and accessible components across projects.

unity-ecs-patterns

wshobson/agents

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.

openapi-spec-generation

wshobson/agents

Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance.

prompt-engineering-patterns

wshobson/agents

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.

changelog-automation

wshobson/agents

This skill automates changelog generation from commits, PRs, and releases using Keep a Changelog and semantic versioning standards.

grafana-dashboards

wshobson/agents

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.

threat-mitigation-mapping

wshobson/agents

Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness.

dbt-transformation-patterns

wshobson/agents

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.

dependency-upgrade

wshobson/agents

Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing breaking changes in libraries.

memory-forensics

wshobson/agents

Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzing memory dumps, investigating incidents, or performing malware analysis from RAM captures.

e2e-testing-patterns

wshobson/agents

This skill helps you design reliable end-to-end test suites with Playwright and Cypress, boosting confidence, speed, and stability across browsers.

wshobson/agents

This skill helps you rigorously evaluate LLMs with automated metrics, human feedback, and benchmarking to ensure quality and reliability.

embedding-strategies

wshobson/agents

Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific domains.

hybrid-cloud-networking

wshobson/agents

Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting data centers to cloud, or implementing secure cross-premises networking.

istio-traffic-management

wshobson/agents

Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilience patterns.

workflow-patterns

wshobson/agents

Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding the verification protocol.

data-quality-frameworks

wshobson/agents

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.

bazel-build-optimization

wshobson/agents

Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.

angular-migration

wshobson/agents

Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or modernizing legacy Angular code.

protocol-reverse-engineering

wshobson/agents

Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocols, or debugging network communication.

architecture-decision-records

wshobson/agents

Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architectural choices, or establishing decision processes.

slo-implementation

wshobson/agents

Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliability targets, implementing SRE practices, or measuring service performance.

employment-contract-templates

wshobson/agents

Create employment contracts, offer letters, and HR policy documents following legal best practices. Use when drafting employment agreements, creating HR policies, or standardizing employment documentation.

terraform-module-library

wshobson/agents

Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, or implementing reusable IaC components.

bats-testing-patterns

wshobson/agents

Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities.

binary-analysis-patterns

wshobson/agents

Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing static analysis on binaries.

similarity-search-patterns

wshobson/agents

Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.

market-sizing-analysis

wshobson/agents

This skill performs TAM, SAM, and SOM calculations using top-down, bottom-up, and value theory methods to quantify market opportunity for startups.