wshobson
Showing 1–60 of 163 skills · Page 1 of 3
wshobson / code-review-excellence
39.9kMaster effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale
wshobson / dotnet-backend-patterns
39.9kMaster 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
wshobson / javascript-testing-patterns
39.9kImplement 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
wshobson / protocol-reverse-engineering
39.9kMaster network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation
wshobson / binary-analysis-patterns
39.9kMaster binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition
wshobson / block-no-verify-hook
39.9kConfigure a PreToolUse hook to prevent AI agents from skipping git pre-commit hooks with --no-verify and other bypass flags
wshobson / brand-landingpage
39.9kBrand-first landing page designer — runs a brand-identity interview (colors, typography, shape language), then generates and iterates on a polished landing page via Stitch with deployment-ready HTML
wshobson / competitive-landscape
39.9kAnalyze competition, identify differentiation opportunities, and develop winning market positioning strategies using Porter's Five Forces, Blue Ocean Strategy, and positioning maps.
wshobson / connectivity-triage
39.9kUse this skill when debugging active macOS connectivity failures, when an API or MCP service times out or disconnects, when DNS resolution is failing or inconsistent, or when video calls or other interactive traffic show packet loss or latency.
wshobson / cost-optimization
39.9kOptimize cloud costs across AWS, Azure, GCP, and OCI through resource rightsizing, tagging strategies, reserved instances, and spending analysis
wshobson / database-migration
39.9kExecute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures
wshobson / debugging-strategies
39.9kMaster systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack
wshobson / hads
39.9kUse when writing technical documentation that needs to be readable by both humans and AI models, converting existing docs to HADS format, validating a HADS document, or optimizing documentation for token-efficient AI consumption.
wshobson / hybrid-cloud-networking
39.9kConfigure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections
wshobson / k8s-security-policies
39.9kImplement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security
wshobson / memory-forensics
39.9kMaster memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools
wshobson / nft-standards
39.9kImplement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration
wshobson / parallel-feature-development
39.9kCoordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns for multi-agent implementation.
wshobson / python-anti-patterns
39.9kUse this skill when reviewing Python code for common anti-patterns to avoid. Use as a checklist when reviewing code, before finalizing implementations, or when debugging issues that might stem from known bad practices.
wshobson / slo-implementation
39.9kDefine and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting
wshobson / startup-financial-modeling
39.9kBuild comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups.
wshobson / startup-metrics-framework
39.9kTrack, calculate, and optimize key performance metrics for SaaS, marketplace, consumer, and B2B startups from seed through Series A, including unit economics, growth efficiency, and cash management.
wshobson / team-communication-protocols
39.9kStructured messaging protocols for agent team communication including message type selection, plan approval, shutdown procedures, and anti-patterns to avoid.
wshobson / team-composition-analysis
39.9kDesign optimal team structures, hiring plans, compensation strategies, and equity allocation for early-stage startups from pre-seed through Series A.
wshobson / typescript-advanced-types
39.9kMaster TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications
wshobson / uv-package-manager
39.9kMaster the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows
wshobson / architecture-decision-records
39.9kWrite and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation
wshobson / screen-reader-testing
39.9kTest web applications with screen readers including VoiceOver, NVDA, and JAWS
wshobson / postgresql-table-design
39.9kUse this skill when designing or reviewing a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features
wshobson / quantized-export
39.9kExport a promoted fine-tuned model in the right deployment format — merged safetensors, LoRA-only, GGUF with imatrix, or FP8. Use after a checkpoint passes promotion, when choosing a quantization format for a target device, or when an exported model fails its smoke test.
wshobson / angular-migration
39.9kMigrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates
wshobson / architecture-patterns
39.9kImplement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design.
wshobson / async-python-patterns
39.9kMaster Python asyncio, concurrent programming, and async/await patterns for high-performance applications
wshobson / dependency-upgrade
39.9kManage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing
wshobson / eval-harness-first
39.9kBuild the evaluation harness that gates every fine-tuning run — golden sets, per-failure-mode graders, judge calibration, and base-model baselines
wshobson / finetuning-method-selection
39.9kDecide whether to fine-tune at all, and route to the right method (SFT, DPO/ORPO/KTO, GRPO/RLVR, continued pretraining) and base model
wshobson / git-advanced-workflows
39.9kMaster advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation
wshobson / github-actions-templates
39.9kCreate production-ready GitHub Actions workflows for automated testing, building, and deploying applications
wshobson / gitops-workflow
39.9kImplement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation
wshobson / grafana-dashboards
39.9kCreate and manage production Grafana dashboards for real-time visualization of system and application metrics
wshobson / hermes-tweet
39.9kInstall and operate Hermes Tweet, a Hermes Agent plugin for X/Twitter research, timeline reading, tweet analysis, and approval-gated private or state-changing operations.
wshobson / incident-runbook-templates
39.9kCreate structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use this skill when building a service outage runbook for a payment processing system; creating database incident procedures covering connection pool exhaustion, replication lag, and di…
wshobson / interaction-design
39.9kDesign and implement microinteractions, motion design, transitions, and user feedback patterns
wshobson / istio-traffic-management
39.9kConfigure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments
wshobson / kpi-dashboard-design
39.9kDesign effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC ratios; designing an operations center with live service health and request throu…
wshobson / langchain-architecture
39.9kDesign LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration
wshobson / linkerd-patterns
39.9kImplement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments
wshobson / ml-pipeline-workflow
39.9kBuild end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment
wshobson / mobile-ios-design
39.9kMaster iOS Human Interface Guidelines and SwiftUI patterns for building native iOS apps
wshobson / monorepo-management
39.9kMaster monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependency management
wshobson / pci-compliance
39.9kImplement PCI DSS compliance requirements for secure handling of payment card data and payment systems
wshobson / postmortem-writing
39.9kWrite effective blameless postmortems with root cause analysis, timelines, and action items
wshobson / protect-mcp-setup
39.9kConfigure Cedar policy enforcement and Ed25519 signed receipts for Claude Code tool calls
wshobson / python-background-jobs
39.9kPython background job patterns including task queues, workers, and event-driven architecture
wshobson / python-code-style
39.9kPython code style, linting, formatting, naming conventions, and documentation standards
wshobson / python-configuration
39.9kPython configuration management via environment variables and typed settings
wshobson / python-error-handling
39.9kPython error handling patterns including input validation, exception hierarchies, and partial failure handling
wshobson / python-observability
39.9kPython observability patterns including structured logging, metrics, and distributed tracing
wshobson / python-project-structure
39.9kPython project organization, module architecture, and public API design
wshobson / python-resilience
39.9kPython resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant decorators