wshobson avatar

wshobson/agents

skills.sh installs
2.5M
skills
174

Install

$ npx -y skills add wshobson/agents --agent claude-code

Installs into .claude/skills of the current project.

Skills

1wshobson avatartypescript-advanced-typeswshobson/agentsMaster TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applic98.8Kskills.sh installs
2wshobson avatartailwind-design-systemwshobson/agentsBuild scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implemen72.7Kskills.sh installs
3wshobson avatarnodejs-backend-patternswshobson/agentsBuild production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, an49.8Kskills.sh installs
4wshobson avatarpython-testing-patternswshobson/agentsImplement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, o40Kskills.sh installs
5wshobson avatarbrand-landingpagewshobson/agentsBrand-first landing page designer — runs a brand-identity interview (colors, typography, shape language), then generates and iterates on a polished landing page39.9Kskills.sh installs
6wshobson avatarpython-performance-optimizationwshobson/agentsProfile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, 37.6Kskills.sh installs
7wshobson avatarnextjs-app-router-patternswshobson/agentsMaster Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementi33.6Kskills.sh installs
8wshobson avatarapi-design-principleswshobson/agentsMaster REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewin31.3Kskills.sh installs
9wshobson avatarcode-review-excellencewshobson/agentsMaster effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when 30.9Kskills.sh installs
10wshobson avatarpostgresql-table-designwshobson/agentsUse this skill when designing or reviewing a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and adv28.7Kskills.sh installs
11wshobson avatarfastapi-templateswshobson/agentsCreate production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications26.5Kskills.sh installs
12wshobson avatarsecurity-requirement-extractionwshobson/agentsDerive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories,26.4Kskills.sh installs
13wshobson avatarmobile-android-designwshobson/agentsMaster Material Design 3 and Jetpack Compose patterns for building native Android apps. Use when designing Android interfaces, implementing Compose UI, or follo26Kskills.sh installs
14wshobson avatararchitecture-patternswshobson/agentsImplement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use this skill when designing cle25.1Kskills.sh installs
15wshobson avatare2e-testing-patternswshobson/agentsMaster end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when im25.1Kskills.sh installs
16wshobson avatarmobile-ios-designwshobson/agentsMaster iOS Human Interface Guidelines and SwiftUI patterns for building native iOS apps. Use when designing iOS interfaces, implementing SwiftUI views, or ensur24.5Kskills.sh installs
17wshobson avatararchitecture-decision-recordswshobson/agentsWrite and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technica24.5Kskills.sh installs
18wshobson avatarprompt-engineering-patternswshobson/agentsThis skill should be used when the user asks to "optimize a prompt", "improve prompt performance", "design a prompt template", "write better prompts", "debug pr24.3Kskills.sh installs
19wshobson avatarpython-design-patternswshobson/agentsPython design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance. Use this skill when designing a new serv23.7Kskills.sh installs
20wshobson avatarerror-handling-patternswshobson/agentsMaster error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications.23.6Kskills.sh installs
21wshobson avatarmodern-javascript-patternswshobson/agentsMaster ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programmi23.3Kskills.sh installs
22wshobson avatarstride-analysis-patternswshobson/agentsApply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security docum22.2Kskills.sh installs
23wshobson avatarresponsive-designwshobson/agentsImplement modern responsive layouts using container queries, fluid typography, CSS Grid, and mobile-first breakpoint strategies. Use when building adaptive inte22Kskills.sh installs
24wshobson avatarrust-async-patternswshobson/agentsMaster Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurr21.9Kskills.sh installs
25wshobson avatarthreat-mitigation-mappingwshobson/agentsMap identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating c21.2Kskills.sh installs
26wshobson avatarjavascript-testing-patternswshobson/agentsImplement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtu21.1Kskills.sh installs
27wshobson avatarauth-implementation-patternswshobson/agentsMaster authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when 20.9Kskills.sh installs
28wshobson avatarsql-optimization-patternswshobson/agentsMaster SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debug20.4Kskills.sh installs
29wshobson avatargit-advanced-workflowswshobson/agentsMaster advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use wh19.9Kskills.sh installs
30wshobson avatardotnet-backend-patternswshobson/agentsMaster C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity19.6Kskills.sh installs
31wshobson avatarasync-python-patternswshobson/agentsMaster Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or 18.8Kskills.sh installs
32wshobson avatarattack-tree-constructionwshobson/agentsBuild comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stak18.8Kskills.sh installs
33wshobson avatargodot-gdscript-patternswshobson/agentsMaster Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learn18.3Kskills.sh installs
34wshobson avatargithub-actions-templateswshobson/agentsCreate production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, aut18.1Kskills.sh installs
35wshobson avatardatabase-migrationwshobson/agentsExecute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases,18Kskills.sh installs
36wshobson avatardata-storytellingwshobson/agentsTransform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data r17.6Kskills.sh installs
37wshobson avatarbacktesting-frameworkswshobson/agentsBuild robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing t17.5Kskills.sh installs
38wshobson avatarkpi-dashboard-designwshobson/agentsDesign effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executi17.2Kskills.sh installs
39wshobson avatarpython-code-stylewshobson/agentsPython code style, linting, formatting, naming conventions, and documentation standards. Use when writing new code, reviewing style, configuring linters, writin17.1Kskills.sh installs
40wshobson avataropenapi-spec-generationwshobson/agentsGenerate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, o17Kskills.sh installs
41wshobson avatarinteraction-designwshobson/agentsDesign and implement microinteractions, motion design, transitions, and user feedback patterns. Use when adding polish to UI interactions, implementing loading 17Kskills.sh installs
42wshobson avatardesign-system-patternswshobson/agentsBuild scalable design systems with design tokens, theming infrastructure, and component architecture patterns. Use when creating design tokens, implementing the16.7Kskills.sh installs
43wshobson avatarterraform-module-librarywshobson/agentsBuild reusable Terraform modules for AWS, Azure, GCP, and OCI infrastructure following infrastructure-as-code best practices. Use when creating infrastructure m16.1Kskills.sh installs
44wshobson avatarreact-native-designwshobson/agentsMaster React Native styling, navigation, and Reanimated animations for cross-platform mobile development. Use when building React Native apps, implementing navi16.1Kskills.sh installs
45wshobson avatarreact-state-managementwshobson/agentsMaster modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing b15.9Kskills.sh installs
46wshobson avatarsolidity-securitywshobson/agentsMaster smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditi15.8Kskills.sh installs
47wshobson avataruv-package-managerwshobson/agentsMaster the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python proje15.7Kskills.sh installs
48wshobson avatarreact-native-architecturewshobson/agentsBuild production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementi15.6Kskills.sh installs
49wshobson avatargdpr-data-handlingwshobson/agentsImplement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal d15.4Kskills.sh installs
50wshobson avatarpython-project-structurewshobson/agentsPython project organization, module architecture, and public API design. Use when setting up new projects, organizing modules, defining public interfaces with _15.4Kskills.sh installs
51wshobson avataraccessibility-compliancewshobson/agentsImplement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology support. Use when auditing accessibility,15.2Kskills.sh installs
52wshobson avatark8s-security-policieswshobson/agentsImplement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters15.1Kskills.sh installs
53wshobson avatarmonorepo-managementwshobson/agentsMaster monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependency 15Kskills.sh installs
54wshobson avatarpython-error-handlingwshobson/agentsPython error handling patterns including input validation, exception hierarchies, and partial failure handling. Use when implementing validation logic, designin14.7Kskills.sh installs
55wshobson avatarrag-implementationwshobson/agentsBuild Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, 14.4Kskills.sh installs
56wshobson avatardeployment-pipeline-designwshobson/agentsDesign multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use this skill when designing zero-downtime deployment pi14.2Kskills.sh installs
57wshobson avatarchangelog-automationwshobson/agentsAutomate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes14.2Kskills.sh installs
58wshobson avatarbash-defensive-patternswshobson/agentsMaster defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring14.1Kskills.sh installs
59wshobson avatarvisual-design-foundationswshobson/agentsApply typography, color theory, spacing systems, and iconography principles to create cohesive visual designs. Use when establishing design tokens, building sty14.1Kskills.sh installs
60wshobson avatardebugging-strategieswshobson/agentsMaster systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use whe13.9Kskills.sh installs
61wshobson avatarpython-anti-patternswshobson/agentsUse this skill when reviewing Python code for common anti-patterns to avoid. Use as a checklist when reviewing code, before finalizing implementations, or when 13.8Kskills.sh installs
62wshobson avatarstripe-integrationwshobson/agentsImplement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payment13.8Kskills.sh installs
63wshobson avatarmicroservices-patternswshobson/agentsDesign microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decompos13.7Kskills.sh installs
64wshobson avatarsecrets-managementwshobson/agentsImplement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials,13.6Kskills.sh installs
65wshobson avatarweb-component-designwshobson/agentsMaster React, Vue, and Svelte component patterns including CSS-in-JS, composition strategies, and reusable component architecture. Use when building UI componen13.6Kskills.sh installs
66wshobson avatargitlab-ci-patternswshobson/agentsBuild GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizin13.6Kskills.sh installs
67wshobson avatargrafana-dashboardswshobson/agentsCreate and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualiz13.6Kskills.sh installs
68wshobson avatarlangchain-architecturewshobson/agentsDesign LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implementing AI ag13.6Kskills.sh installs
69wshobson avatarprotocol-reverse-engineeringwshobson/agentsMaster network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffi13.5Kskills.sh installs
70wshobson avatarpython-packagingwshobson/agentsCreate distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creati13.4Kskills.sh installs
71wshobson avatarllm-evaluationwshobson/agentsImplement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, 13.3Kskills.sh installs
72wshobson avatarpython-type-safetywshobson/agentsPython type safety with type hints, generics, protocols, and strict type checking. Use when adding type annotations, implementing generic classes, defining stru13.2Kskills.sh installs
73wshobson avatarstartup-financial-modelingwshobson/agentsBuild comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups. Use13.1Kskills.sh installs
74wshobson avatarreact-modernizationwshobson/agentsUpgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migr13.1Kskills.sh installs
75wshobson avatarwcag-audit-patternswshobson/agentsConduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixin13Kskills.sh installs
76wshobson avatarunity-ecs-patternswshobson/agentsMaster Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing p12.5Kskills.sh installs
77wshobson avatarworkflow-orchestration-patternswshobson/agentsDesign durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constra12.5Kskills.sh installs
78wshobson avatarhelm-chart-scaffoldingwshobson/agentsDesign, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packa12.4Kskills.sh installs
79wshobson avatarpython-resiliencewshobson/agentsPython resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant decorators. Use when adding retry logic, implementing 12.2Kskills.sh installs
80wshobson avatarmarket-sizing-analysiswshobson/agentsCalculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies. Use this skill when sizing markets, estimating address12.2Kskills.sh installs
81wshobson avatarmemory-safety-patternswshobson/agentsImplement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, man12.2Kskills.sh installs
82wshobson avatargitops-workflowwshobson/agentsImplement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps p12.1Kskills.sh installs
83wshobson avatarpython-observabilitywshobson/agentsPython observability patterns including structured logging, metrics, and distributed tracing. Use when adding logging, implementing metrics collection, setting 12Kskills.sh installs
84wshobson avatarshellcheck-configurationwshobson/agentsMaster ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuring 12Kskills.sh installs
85wshobson avatarpython-configurationwshobson/agentsPython configuration management via environment variables and typed settings. Use when externalizing config, setting up pydantic-settings, managing secrets, or 12Kskills.sh installs
86wshobson avatarcost-optimizationwshobson/agentsOptimize cloud costs across AWS, Azure, GCP, and OCI through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reduc11.9Kskills.sh installs
87wshobson avatarembedding-strategieswshobson/agentsSelect and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizi11.8Kskills.sh installs
88wshobson avatardata-quality-frameworkswshobson/agentsImplement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rule11.7Kskills.sh installs
89wshobson avatarstartup-metrics-frameworkwshobson/agentsTrack, calculate, and optimize key performance metrics for SaaS, marketplace, consumer, and B2B startups from seed through Series A, including unit economics, g11.7Kskills.sh installs
90wshobson avatargo-concurrency-patternswshobson/agentsMaster Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debug11.7Kskills.sh installs
91wshobson avatarprometheus-configurationwshobson/agentsSet up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, set11.6Kskills.sh installs
92wshobson avatarbilling-automationwshobson/agentsBuild automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, a11.6Kskills.sh installs
93wshobson avatark8s-manifest-generatorwshobson/agentsCreate production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when genera11.6Kskills.sh installs
94wshobson avatarpython-background-jobswshobson/agentsPython background job patterns including task queues, workers, and event-driven architecture. Use when implementing async task processing, job queues, long-runn11.6Kskills.sh installs
95wshobson avatarml-pipeline-workflowwshobson/agentsBuild end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementi11.5Kskills.sh installs
96wshobson avatarcontext-driven-developmentwshobson/agentsCreates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks.md) in a `conductor/` directory. Scaffolds new projects from scr11.5Kskills.sh installs
97wshobson avatardependency-upgradewshobson/agentsManage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating11.5Kskills.sh installs
98wshobson avatarcompetitive-landscapewshobson/agentsAnalyze competition, identify differentiation opportunities, and develop winning market positioning strategies using Porter's Five Forces, Blue Ocean Strategy, 11.5Kskills.sh installs
99wshobson avatarbats-testing-patternswshobson/agentsMaster Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test11.4Kskills.sh installs
100wshobson avatarmemory-forensicswshobson/agentsMaster memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzin11.4Kskills.sh installs
101wshobson avatarrisk-metrics-calculationwshobson/agentsCalculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or bu11.4Kskills.sh installs
102wshobson avatarpython-resource-managementwshobson/agentsPython resource management with context managers, cleanup patterns, and streaming. Use when managing connections, file handles, implementing cleanup logic, or b11.4Kskills.sh installs
103wshobson avatarbinary-analysis-patternswshobson/agentsMaster binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, under11.4Kskills.sh installs
104wshobson avatarcqrs-implementationwshobson/agentsImplement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or build11.4Kskills.sh installs
105wshobson avatarworkflow-patternswshobson/agentsUse this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding the v11.4Kskills.sh installs
106wshobson avatarincident-runbook-templateswshobson/agentsCreate structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use this skill when building a service outage11.4Kskills.sh installs
107wshobson avatarairflow-dag-patternswshobson/agentsBuild production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workfl11.3Kskills.sh installs
108wshobson avatardbt-transformation-patternswshobson/agentsMaster dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data trans11.3Kskills.sh installs
109wshobson avatarpaypal-integrationwshobson/agentsIntegrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing o11.3Kskills.sh installs
110wshobson avatartemporal-python-testingwshobson/agentsTest Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setu11.3Kskills.sh installs
111wshobson avataranti-reversing-techniqueswshobson/agentsUnderstand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use this skill when analyzing malware evasion techniques11.3Kskills.sh installs
112wshobson avatarangular-migrationwshobson/agentsMigrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS application11.2Kskills.sh installs
113wshobson avatarnx-workspace-patternswshobson/agentsConfigure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected comman11.2Kskills.sh installs
114wshobson avatarpostmortem-writingwshobson/agentsWrite effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents,11.2Kskills.sh installs
115wshobson avatarevent-store-designwshobson/agentsDesign and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing11.2Kskills.sh installs
116wshobson avatarsast-configurationwshobson/agentsConfigure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, imp11.2Kskills.sh installs
117wshobson avatarhybrid-search-implementationwshobson/agentsCombine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides su11.2Kskills.sh installs
118wshobson avatarweb3-testingwshobson/agentsTest smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, set11.2Kskills.sh installs
119wshobson avatardistributed-tracingwshobson/agentsImplement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservice11.1Kskills.sh installs
120wshobson avatarscreen-reader-testingwshobson/agentsTest web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, 11.1Kskills.sh installs
121wshobson avatarsaga-orchestrationwshobson/agentsImplement saga patterns for distributed transactions and cross-aggregate workflows. Use this skill when implementing distributed transactions across microservic11.1Kskills.sh installs
122wshobson avatarmulti-cloud-architecturewshobson/agentsDesign multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, GCP, and OCI. Use when building multi-cloud syst11.1Kskills.sh installs
123wshobson avatarspark-optimizationwshobson/agentsOptimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or sc11.1Kskills.sh installs
124wshobson avatarsimilarity-search-patternswshobson/agentsImplement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval p11Kskills.sh installs
125wshobson avatarvector-index-tuningwshobson/agentsOptimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search 11Kskills.sh installs
126wshobson avatarhybrid-cloud-networkingwshobson/agentsConfigure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hy11Kskills.sh installs
127wshobson avatarturborepo-cachingwshobson/agentsConfigure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing dist11Kskills.sh installs
128wshobson avatarpci-compliancewshobson/agentsImplement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI comp10.9Kskills.sh installs
129wshobson avatarprojection-patternswshobson/agentsBuild read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in eve10.9Kskills.sh installs
130wshobson avataremployment-contract-templateswshobson/agentsCreate employment contracts, offer letters, and HR policy documents following legal best practices. Use when drafting employment agreements, creating HR policie10.9Kskills.sh installs
131wshobson avatarslo-implementationwshobson/agentsDefine and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliability targ10.8Kskills.sh installs
132wshobson avatardefi-protocol-templateswshobson/agentsImplement DeFi protocols with production-ready templates for staking, AMMs, governance, and flash loans. Use when building decentralized finance applications or10.8Kskills.sh installs
133wshobson avatarteam-composition-analysiswshobson/agentsDesign optimal team structures, hiring plans, compensation strategies, and equity allocation for early-stage startups from pre-seed through Series A. Use this s10.7Kskills.sh installs
134wshobson avatarmtls-configurationwshobson/agentsConfigure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing in10.7Kskills.sh installs
135wshobson avataron-call-handoff-patternswshobson/agentsMaster on-call shift handoffs with context transfer, escalation procedures, and documentation. Use this skill when transitioning on-call responsibilities betwee10.7Kskills.sh installs
136wshobson avatarservice-mesh-observabilitywshobson/agentsImplement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debuggi10.7Kskills.sh installs
137wshobson avatartrack-managementwshobson/agentsUse this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, plan.md10.7Kskills.sh installs
138wshobson avatarbazel-build-optimizationwshobson/agentsOptimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codeb10.6Kskills.sh installs
139wshobson avataristio-traffic-managementwshobson/agentsConfigure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic polic10.6Kskills.sh installs
140wshobson avatarnft-standardswshobson/agentsImplement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, bui10.6Kskills.sh installs
141wshobson avatarlinkerd-patternswshobson/agentsImplement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, o10.6Kskills.sh installs
142wshobson avatarparallel-debuggingwshobson/agentsDebug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration. Use this skill when debugging bugs10.4Kskills.sh installs
143wshobson avatarparallel-feature-developmentwshobson/agentsCoordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns for multi-agent implementation. Use t10.3Kskills.sh installs
144wshobson avatartask-coordination-strategieswshobson/agentsDecompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Use this skill when bre10.2Kskills.sh installs
145wshobson avatarmulti-reviewer-patternswshobson/agentsCoordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting. Use this skill10.2Kskills.sh installs
146wshobson avatarteam-communication-protocolswshobson/agentsStructured messaging protocols for agent team communication including message type selection, plan approval, shutdown procedures, and anti-patterns to avoid. Us10Kskills.sh installs
147wshobson avatarteam-composition-patternswshobson/agentsDesign optimal agent team compositions with sizing heuristics, preset configurations, and agent type selection. Use this skill when deciding how many agents to 10Kskills.sh installs
148wshobson avatarevaluation-methodologywshobson/agentsPluginEval quality methodology — dimensions, rubrics, statistical methods, and scoring formulas. Use this skill when understanding how plugin quality is measure7.6Kskills.sh installs
149wshobson avatarhadswshobson/agentsUse when writing technical documentation that needs to be readable by both humans and AI models, converting existing docs to HADS format, validating a HADS docu6.9Kskills.sh installs
150wshobson avatarblock-no-verify-hookwshobson/agentsConfigure a PreToolUse hook to prevent AI agents from skipping git pre-commit hooks with --no-verify and other bypass flags. Use when setting up Claude Code pro6.9Kskills.sh installs
151wshobson avatarsigned-audit-trails-recipewshobson/agentsStep-by-step cookbook for setting up cryptographically signed audit trails on Claude Code tool calls. Use when explaining, evaluating, or demonstrating the patt6.7Kskills.sh installs
152wshobson avatarprotect-mcp-setupwshobson/agentsConfigure Cedar policy enforcement and Ed25519 signed receipts for Claude Code tool calls. Use when setting up projects that need cryptographic audit trails, po6.3Kskills.sh installs
153wshobson avatarreview-agent-setupwshobson/agentsConfigure human-in-the-loop gating for AI agent review actions in Claude Code. Use when setting up a project where an agent may post PR reviews, comments, merge5.6Kskills.sh installs
154wshobson avatarscanwshobson/agentsScans the codebase to generate project-doc.md and AGENTS.md. Use when bootstrapping a new agent-driven repo, refreshing project documentation after architectura5Kskills.sh installs
155wshobson avatarrecsys-pipeline-architectwshobson/agentsDesign composable recommendation, ranking, and feed pipelines using the six-stage Source→Hydrator→Filter→Scorer→Selector→SideEffect framework popularized by xAI4.6Kskills.sh installs
156wshobson avatarsocial-publishingwshobson/agentsSchedule and publish social media posts across 13 platforms (X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord, Telegram, YouTube, Reddit, WordPress, Pint4Kskills.sh installs
157wshobson avatarbefore-you-buildwshobson/agentsPre-build product and feature risk review for founders, product managers, and AI-assisted builders. Use this skill when the user is about to build a landing pag3.5Kskills.sh installs
158wshobson avatarfile-conversionwshobson/agentsConvert files between formats — PDF to Word, HEIC to JPG, MP4 to MP3, CSV to JSON, EPUB to MOBI, and 999 total routes across images, video, audio, documents, da3.4Kskills.sh installs
159wshobson avatarai-debt-detectorwshobson/agentsUse after generating code, after accepting AI suggestions, or when reviewing AI-written modules. Also use when code works but feels brittle, when error handling3.4Kskills.sh installs
160wshobson avatarsession-guardwshobson/agentsUse when working on complex multi-step tasks, when a session is getting long (40+ tool calls), when the agent starts ignoring rules it followed earlier, when co3.2Kskills.sh installs
161wshobson avatardataset-curationwshobson/agentsPrepare, format, and validate datasets for supervised fine-tuning and preference training. Use when converting raw data into training format, applying chat temp3Kskills.sh installs
162wshobson avatareval-harness-firstwshobson/agentsBuild the evaluation harness that gates every fine-tuning run — golden sets, per-failure-mode graders, judge calibration, and base-model baselines. Use when sta3Kskills.sh installs
163wshobson avatarlora-qlora-recipeswshobson/agentsConfigure LoRA and QLoRA supervised fine-tuning with current best-practice hyperparameters. Use when writing or reviewing a LoRA/QLoRA training configuration, c3Kskills.sh installs
164wshobson avatarfinetuning-method-selectionwshobson/agentsDecide whether to fine-tune at all, and route to the right method (SFT, DPO/ORPO/KTO, GRPO/RLVR, continued pretraining) and base model. Use when starting any fi3Kskills.sh installs
165wshobson avatarpreference-optimizationwshobson/agentsAlign a fine-tuned model with preference data using DPO, ORPO, KTO, or SimPO. Use when preference pairs or thumbs-up/down feedback exist, when choosing between 2.9Kskills.sh installs
166wshobson avatarquantized-exportwshobson/agentsExport a promoted fine-tuned model in the right deployment format — merged safetensors, LoRA-only, GGUF with imatrix, or FP8. Use after a checkpoint passes prom2.9Kskills.sh installs
167wshobson avatarpptx-reference-deck-analysiswshobson/agentsUse when analyzing a reference PPTX for read-only structure, theme, typography, layout rhythm, diagnostics, derived template catalogs, or safe OOXML package ins2.9Kskills.sh installs
168wshobson avatargrpo-rlvr-trainingwshobson/agentsTrain reasoning and verifiable-task behavior with GRPO and reinforcement learning from verifiable rewards (RLVR). Use when task success is algorithmically check2.9Kskills.sh installs
169wshobson avatarcheckpoint-promotionwshobson/agentsGate fine-tuned checkpoints with drift budgets, paired comparison, and forgetting checks before promotion. Use after a training run produces a checkpoint, when 2.9Kskills.sh installs
170wshobson avatartrace-to-training-datawshobson/agentsConvert evaluation traces and production logs into SFT examples and preference pairs. Use when graded traces or failure examples exist and need to become traini2.9Kskills.sh installs
171wshobson avatarvision-sftwshobson/agentsFine-tune vision-language models (VLMs) with supervised learning on image+text data. Use when adapting a VLM to a visual domain or task, configuring frozen-visi2.9Kskills.sh installs
172wshobson avatarspark-memory-thermal-opswshobson/agentsManage unified memory and thermals during long-running ML jobs on NVIDIA DGX Spark. Use when planning memory headroom for a training run on GB10, when a job OOM2.9Kskills.sh installs
173wshobson avatarspark-training-gotchaswshobson/agentsPreflight and diagnose the ten known failure modes for ML training on NVIDIA DGX Spark. Use when a training run on DGX Spark fails to start, OOMs below the 128G2.9Kskills.sh installs
174wshobson avatarspark-environment-setupwshobson/agentsSet up a working ML training/inference environment on NVIDIA DGX Spark (GB10, aarch64, CUDA 13). Use when installing PyTorch/Unsloth/TRL/vLLM on DGX Spark, hitt2.9Kskills.sh installs