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wshobson/agents

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2.4M
skills
174

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Skills

wshobson avatartypescript-advanced-typesMaster TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applic93.3Kinstalls
wshobson avatartailwind-design-systemBuild scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implemen70.6Kinstalls
wshobson avatarnodejs-backend-patternsBuild production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, an48.8Kinstalls
wshobson avatarbrand-landingpageBrand-first landing page designer — runs a brand-identity interview (colors, typography, shape language), then generates and iterates on a polished landing page39.6Kinstalls
wshobson avatarpython-testing-patternsImplement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, o37.3Kinstalls
wshobson avatarpython-performance-optimizationProfile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, 35.9Kinstalls
wshobson avatarnextjs-app-router-patternsMaster Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementi32.7Kinstalls
wshobson avatarapi-design-principlesMaster REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewin30.5Kinstalls
wshobson avatarcode-review-excellenceMaster effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when 30.3Kinstalls
wshobson avatarpostgresql-table-designUse this skill when designing or reviewing a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and adv28Kinstalls
wshobson avatarfastapi-templatesCreate production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications26Kinstalls
wshobson avatarsecurity-requirement-extractionDerive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories,25.2Kinstalls
wshobson avatarmobile-android-designMaster Material Design 3 and Jetpack Compose patterns for building native Android apps. Use when designing Android interfaces, implementing Compose UI, or follo25.1Kinstalls
wshobson avatare2e-testing-patternsMaster end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when im24.5Kinstalls
wshobson avatararchitecture-patternsImplement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use this skill when designing cle24.3Kinstalls
wshobson avatarmobile-ios-designMaster iOS Human Interface Guidelines and SwiftUI patterns for building native iOS apps. Use when designing iOS interfaces, implementing SwiftUI views, or ensur23.8Kinstalls
wshobson avatarprompt-engineering-patternsThis skill should be used when the user asks to "optimize a prompt", "improve prompt performance", "design a prompt template", "write better prompts", "debug pr23.6Kinstalls
wshobson avatarerror-handling-patternsMaster error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications.23.1Kinstalls
wshobson avatarpython-design-patternsPython design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance. Use this skill when designing a new serv23Kinstalls
wshobson avatararchitecture-decision-recordsWrite and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technica22.5Kinstalls
wshobson avatarmodern-javascript-patternsMaster ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programmi21.7Kinstalls
wshobson avatarresponsive-designImplement modern responsive layouts using container queries, fluid typography, CSS Grid, and mobile-first breakpoint strategies. Use when building adaptive inte21.1Kinstalls
wshobson avatarstride-analysis-patternsApply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security docum20.9Kinstalls
wshobson avatarrust-async-patternsMaster Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurr20.8Kinstalls
wshobson avatarjavascript-testing-patternsImplement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtu20.6Kinstalls
wshobson avatarsql-optimization-patternsMaster SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debug19.9Kinstalls
wshobson avatarthreat-mitigation-mappingMap identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating c19.9Kinstalls
wshobson avatarauth-implementation-patternsMaster authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when 19.7Kinstalls
wshobson avatargit-advanced-workflowsMaster advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use wh19.5Kinstalls
wshobson avatardotnet-backend-patternsMaster C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity19.2Kinstalls
wshobson avatarasync-python-patternsMaster Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or 18.2Kinstalls
wshobson avatarattack-tree-constructionBuild comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stak17.7Kinstalls
wshobson avatardatabase-migrationExecute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases,17.6Kinstalls
wshobson avatargithub-actions-templatesCreate production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, aut17.6Kinstalls
wshobson avatargodot-gdscript-patternsMaster Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learn17.6Kinstalls
wshobson avatardata-storytellingTransform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data r17Kinstalls
wshobson avatarbacktesting-frameworksBuild robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing t16.9Kinstalls
wshobson avatarpython-code-stylePython code style, linting, formatting, naming conventions, and documentation standards. Use when writing new code, reviewing style, configuring linters, writin16.6Kinstalls
wshobson avataropenapi-spec-generationGenerate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, o16.5Kinstalls
wshobson avatarkpi-dashboard-designDesign effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executi16.3Kinstalls
wshobson avatarinteraction-designDesign and implement microinteractions, motion design, transitions, and user feedback patterns. Use when adding polish to UI interactions, implementing loading 16.3Kinstalls
wshobson avatardesign-system-patternsBuild scalable design systems with design tokens, theming infrastructure, and component architecture patterns. Use when creating design tokens, implementing the16.1Kinstalls
wshobson avatarterraform-module-libraryBuild reusable Terraform modules for AWS, Azure, GCP, and OCI infrastructure following infrastructure-as-code best practices. Use when creating infrastructure m15.7Kinstalls
wshobson avatarreact-native-designMaster React Native styling, navigation, and Reanimated animations for cross-platform mobile development. Use when building React Native apps, implementing navi15.6Kinstalls
wshobson avatarsolidity-securityMaster smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditi15.5Kinstalls
wshobson avatarreact-state-managementMaster modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing b15.4Kinstalls
wshobson avataruv-package-managerMaster the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python proje15.3Kinstalls
wshobson avatarreact-native-architectureBuild production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementi15.2Kinstalls
wshobson avatargdpr-data-handlingImplement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal d15Kinstalls
wshobson avatarpython-project-structurePython project organization, module architecture, and public API design. Use when setting up new projects, organizing modules, defining public interfaces with _14.9Kinstalls
wshobson avatark8s-security-policiesImplement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters14.8Kinstalls
wshobson avataraccessibility-complianceImplement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology support. Use when auditing accessibility,14.7Kinstalls
wshobson avatarmonorepo-managementMaster monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependency 14.7Kinstalls
wshobson avatarpython-error-handlingPython error handling patterns including input validation, exception hierarchies, and partial failure handling. Use when implementing validation logic, designin14.2Kinstalls
wshobson avatarrag-implementationBuild Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, 14Kinstalls
wshobson avatardeployment-pipeline-designDesign multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use this skill when designing zero-downtime deployment pi13.9Kinstalls
wshobson avatarchangelog-automationAutomate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes13.8Kinstalls
wshobson avatarvisual-design-foundationsApply typography, color theory, spacing systems, and iconography principles to create cohesive visual designs. Use when establishing design tokens, building sty13.7Kinstalls
wshobson avatarbash-defensive-patternsMaster defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring13.5Kinstalls
wshobson avatardebugging-strategiesMaster systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use whe13.5Kinstalls
wshobson avatarstripe-integrationImplement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payment13.5Kinstalls
wshobson avatarpython-anti-patternsUse this skill when reviewing Python code for common anti-patterns to avoid. Use as a checklist when reviewing code, before finalizing implementations, or when 13.4Kinstalls
wshobson avatarmicroservices-patternsDesign microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decompos13.3Kinstalls
wshobson avatarweb-component-designMaster React, Vue, and Svelte component patterns including CSS-in-JS, composition strategies, and reusable component architecture. Use when building UI componen13.3Kinstalls
wshobson avatarlangchain-architectureDesign LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implementing AI ag13.2Kinstalls
wshobson avatarsecrets-managementImplement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials,13.2Kinstalls
wshobson avatargitlab-ci-patternsBuild GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizin13.2Kinstalls
wshobson avatargrafana-dashboardsCreate and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualiz13.2Kinstalls
wshobson avatarpython-packagingCreate distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creati13Kinstalls
wshobson avatarllm-evaluationImplement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, 12.9Kinstalls
wshobson avatarprotocol-reverse-engineeringMaster network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffi12.8Kinstalls
wshobson avatarpython-type-safetyPython type safety with type hints, generics, protocols, and strict type checking. Use when adding type annotations, implementing generic classes, defining stru12.8Kinstalls
wshobson avatarreact-modernizationUpgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migr12.7Kinstalls
wshobson avatarstartup-financial-modelingBuild comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups. Use12.7Kinstalls
wshobson avatarwcag-audit-patternsConduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixin12.6Kinstalls
wshobson avatarworkflow-orchestration-patternsDesign durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constra12.1Kinstalls
wshobson avatarunity-ecs-patternsMaster Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing p12.1Kinstalls
wshobson avatarhelm-chart-scaffoldingDesign, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packa12.1Kinstalls
wshobson avatarpython-resiliencePython resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant decorators. Use when adding retry logic, implementing 11.9Kinstalls
wshobson avatarmemory-safety-patternsImplement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, man11.8Kinstalls
wshobson avatarmarket-sizing-analysisCalculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies. Use this skill when sizing markets, estimating address11.8Kinstalls
wshobson avatargitops-workflowImplement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps p11.8Kinstalls
wshobson avatarpython-observabilityPython observability patterns including structured logging, metrics, and distributed tracing. Use when adding logging, implementing metrics collection, setting 11.6Kinstalls
wshobson avatarshellcheck-configurationMaster ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuring 11.6Kinstalls
wshobson avatarpython-configurationPython configuration management via environment variables and typed settings. Use when externalizing config, setting up pydantic-settings, managing secrets, or 11.6Kinstalls
wshobson avatarcost-optimizationOptimize cloud costs across AWS, Azure, GCP, and OCI through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reduc11.6Kinstalls
wshobson avatarembedding-strategiesSelect and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizi11.5Kinstalls
wshobson avatargo-concurrency-patternsMaster Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debug11.4Kinstalls
wshobson avatarbilling-automationBuild automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, a11.3Kinstalls
wshobson avatarstartup-metrics-frameworkTrack, calculate, and optimize key performance metrics for SaaS, marketplace, consumer, and B2B startups from seed through Series A, including unit economics, g11.3Kinstalls
wshobson avatardata-quality-frameworksImplement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rule11.3Kinstalls
wshobson avatarprometheus-configurationSet up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, set11.3Kinstalls
wshobson avatark8s-manifest-generatorCreate production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when genera11.3Kinstalls
wshobson avatarpython-background-jobsPython background job patterns including task queues, workers, and event-driven architecture. Use when implementing async task processing, job queues, long-runn11.2Kinstalls
wshobson avatarml-pipeline-workflowBuild end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementi11.2Kinstalls
wshobson avatarcontext-driven-developmentCreates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks.md) in a `conductor/` directory. Scaffolds new projects from scr11.2Kinstalls
wshobson avatardependency-upgradeManage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating11.2Kinstalls
wshobson avatarcompetitive-landscapeAnalyze competition, identify differentiation opportunities, and develop winning market positioning strategies using Porter's Five Forces, Blue Ocean Strategy, 11.1Kinstalls
wshobson avatarmemory-forensicsMaster memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzin11.1Kinstalls
wshobson avatarbats-testing-patternsMaster Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test11.1Kinstalls
wshobson avatarworkflow-patternsUse this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding the v11.1Kinstalls
wshobson avatarrisk-metrics-calculationCalculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or bu11.1Kinstalls
wshobson avatarcqrs-implementationImplement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or build11.1Kinstalls
wshobson avatarpython-resource-managementPython resource management with context managers, cleanup patterns, and streaming. Use when managing connections, file handles, implementing cleanup logic, or b11.1Kinstalls
wshobson avatarairflow-dag-patternsBuild production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workfl11Kinstalls
wshobson avatardbt-transformation-patternsMaster dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data trans11Kinstalls
wshobson avatarbinary-analysis-patternsMaster binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, under11Kinstalls
wshobson avatarincident-runbook-templatesCreate structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use this skill when building a service outage11Kinstalls
wshobson avatarpaypal-integrationIntegrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing o11Kinstalls
wshobson avatartemporal-python-testingTest Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setu11Kinstalls
wshobson avataranti-reversing-techniquesUnderstand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use this skill when analyzing malware evasion techniques11Kinstalls
wshobson avatarangular-migrationMigrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS application10.9Kinstalls
wshobson avatarevent-store-designDesign and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing10.9Kinstalls
wshobson avatarnx-workspace-patternsConfigure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected comman10.9Kinstalls
wshobson avatarpostmortem-writingWrite effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents,10.9Kinstalls
wshobson avatarhybrid-search-implementationCombine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides su10.9Kinstalls
wshobson avatarweb3-testingTest smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, set10.9Kinstalls
wshobson avatarsast-configurationConfigure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, imp10.8Kinstalls
wshobson avatardistributed-tracingImplement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservice10.8Kinstalls
wshobson avatarscreen-reader-testingTest web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, 10.8Kinstalls
wshobson avatarmulti-cloud-architectureDesign multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, GCP, and OCI. Use when building multi-cloud syst10.8Kinstalls
wshobson avatarsaga-orchestrationImplement saga patterns for distributed transactions and cross-aggregate workflows. Use this skill when implementing distributed transactions across microservic10.8Kinstalls
wshobson avatarspark-optimizationOptimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or sc10.8Kinstalls
wshobson avatarsimilarity-search-patternsImplement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval p10.7Kinstalls
wshobson avatarvector-index-tuningOptimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search 10.7Kinstalls
wshobson avatarhybrid-cloud-networkingConfigure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hy10.7Kinstalls
wshobson avatarturborepo-cachingConfigure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing dist10.7Kinstalls
wshobson avatarpci-complianceImplement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI comp10.6Kinstalls
wshobson avatarprojection-patternsBuild read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in eve10.6Kinstalls
wshobson avataremployment-contract-templatesCreate employment contracts, offer letters, and HR policy documents following legal best practices. Use when drafting employment agreements, creating HR policie10.6Kinstalls
wshobson avatardefi-protocol-templatesImplement DeFi protocols with production-ready templates for staking, AMMs, governance, and flash loans. Use when building decentralized finance applications or10.5Kinstalls
wshobson avatarslo-implementationDefine and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliability targ10.5Kinstalls
wshobson avatarteam-composition-analysisDesign optimal team structures, hiring plans, compensation strategies, and equity allocation for early-stage startups from pre-seed through Series A. Use this s10.4Kinstalls
wshobson avatarmtls-configurationConfigure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing in10.4Kinstalls
wshobson avataron-call-handoff-patternsMaster on-call shift handoffs with context transfer, escalation procedures, and documentation. Use this skill when transitioning on-call responsibilities betwee10.4Kinstalls
wshobson avatarservice-mesh-observabilityImplement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debuggi10.4Kinstalls
wshobson avatartrack-managementUse this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, plan.md10.4Kinstalls
wshobson avatarbazel-build-optimizationOptimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codeb10.4Kinstalls
wshobson avataristio-traffic-managementConfigure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic polic10.4Kinstalls
wshobson avatarnft-standardsImplement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, bui10.3Kinstalls
wshobson avatarlinkerd-patternsImplement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, o10.3Kinstalls
wshobson avatarparallel-debuggingDebug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration. Use this skill when debugging bugs10.1Kinstalls
wshobson avatarparallel-feature-developmentCoordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns for multi-agent implementation. Use t10Kinstalls
wshobson avatartask-coordination-strategiesDecompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Use this skill when bre9.9Kinstalls
wshobson avatarmulti-reviewer-patternsCoordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting. Use this skill9.8Kinstalls
wshobson avatarteam-communication-protocolsStructured messaging protocols for agent team communication including message type selection, plan approval, shutdown procedures, and anti-patterns to avoid. Us9.7Kinstalls
wshobson avatarteam-composition-patternsDesign optimal agent team compositions with sizing heuristics, preset configurations, and agent type selection. Use this skill when deciding how many agents to 9.7Kinstalls
wshobson avatarevaluation-methodologyPluginEval quality methodology — dimensions, rubrics, statistical methods, and scoring formulas. Use this skill when understanding how plugin quality is measure7.3Kinstalls
wshobson avatarhadsUse when writing technical documentation that needs to be readable by both humans and AI models, converting existing docs to HADS format, validating a HADS docu6.6Kinstalls
wshobson avatarblock-no-verify-hookConfigure 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 pro6.6Kinstalls
wshobson avatarsigned-audit-trails-recipeStep-by-step cookbook for setting up cryptographically signed audit trails on Claude Code tool calls. Use when explaining, evaluating, or demonstrating the patt6.3Kinstalls
wshobson avatarprotect-mcp-setupConfigure Cedar policy enforcement and Ed25519 signed receipts for Claude Code tool calls. Use when setting up projects that need cryptographic audit trails, po6Kinstalls
wshobson avatarreview-agent-setupConfigure 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, merge5.3Kinstalls
wshobson avatarscanScans the codebase to generate project-doc.md and AGENTS.md. Use when bootstrapping a new agent-driven repo, refreshing project documentation after architectura4.7Kinstalls
wshobson avatarrecsys-pipeline-architectDesign composable recommendation, ranking, and feed pipelines using the six-stage Source→Hydrator→Filter→Scorer→Selector→SideEffect framework popularized by xAI4.3Kinstalls
wshobson avatarsocial-publishingSchedule and publish social media posts across 13 platforms (X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord, Telegram, YouTube, Reddit, WordPress, Pint3.7Kinstalls
wshobson avatarbefore-you-buildPre-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 pag3.2Kinstalls
wshobson avatarfile-conversionConvert 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, da3.1Kinstalls
wshobson avatarai-debt-detectorUse after generating code, after accepting AI suggestions, or when reviewing AI-written modules. Also use when code works but feels brittle, when error handling3Kinstalls
wshobson avatarsession-guardUse 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 co2.9Kinstalls
wshobson avatardataset-curationPrepare, format, and validate datasets for supervised fine-tuning and preference training. Use when converting raw data into training format, applying chat temp2.7Kinstalls
wshobson avatareval-harness-firstBuild the evaluation harness that gates every fine-tuning run — golden sets, per-failure-mode graders, judge calibration, and base-model baselines. Use when sta2.7Kinstalls
wshobson avatarlora-qlora-recipesConfigure LoRA and QLoRA supervised fine-tuning with current best-practice hyperparameters. Use when writing or reviewing a LoRA/QLoRA training configuration, c2.7Kinstalls
wshobson avatarfinetuning-method-selectionDecide 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 fi2.7Kinstalls
wshobson avatarpreference-optimizationAlign 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 2.7Kinstalls
wshobson avatarquantized-exportExport a promoted fine-tuned model in the right deployment format — merged safetensors, LoRA-only, GGUF with imatrix, or FP8. Use after a checkpoint passes prom2.6Kinstalls
wshobson avatarcheckpoint-promotionGate fine-tuned checkpoints with drift budgets, paired comparison, and forgetting checks before promotion. Use after a training run produces a checkpoint, when 2.6Kinstalls
wshobson avatargrpo-rlvr-trainingTrain reasoning and verifiable-task behavior with GRPO and reinforcement learning from verifiable rewards (RLVR). Use when task success is algorithmically check2.6Kinstalls
wshobson avatartrace-to-training-dataConvert evaluation traces and production logs into SFT examples and preference pairs. Use when graded traces or failure examples exist and need to become traini2.6Kinstalls
wshobson avatarpptx-reference-deck-analysisUse when analyzing a reference PPTX for read-only structure, theme, typography, layout rhythm, diagnostics, derived template catalogs, or safe OOXML package ins2.6Kinstalls
wshobson avatarvision-sftFine-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-visi2.6Kinstalls
wshobson avatarspark-memory-thermal-opsManage 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 OOM2.6Kinstalls
wshobson avatarspark-training-gotchasPreflight 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 128G2.6Kinstalls
wshobson avatarspark-environment-setupSet 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, hitt2.6Kinstalls