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paulpas

@paulpas source repo

1,320 published skills · page 10 of 14

  1. ▌
    Azure Virtual Networks · paulpas
    "Provides Networking with subnets, network security groups, and VPN connectivity"
    7 installs
  2. ▌
    GCP Container Registry · paulpas
    "Provides Stores and manages container images with integration to GKE and Cloud Build"
    5 installs
  3. ▌
    GCP Deployment Manager · paulpas
    "Infrastructure as code using YAML templates for repeatable GCP resource" deployments.
    6 installs
  4. ▌
    Helm Chart Development · paulpas
    Builds, templates, and manages Helm charts with Chart.yaml, values.yaml, and Go template files for reliable Kubernetes application deployment and versioned releases.
    9 installs
  5. ▌
    Kubernetes Statefulset · paulpas
    Implements apps/v1 StatefulSet manifests with stable network identities, ordered pod lifecycle, and persistent volume claim automation for stateful workloads.
    8 installs
  6. ▌
    Multi Stage Deployment · paulpas
    Designs multi-stage deployment pipelines that reduce risk through progressive disclosure, environment parity, and quality-gated stage transitions from development to production.
    6 installs
  7. ▌
    Service Mesh Debugging · paulpas
    Implements comprehensive debugging workflows for Istio and Linkerd service meshes including mTLS validation, sidecar injection issues, traffic routing problems, and mesh observability for microservices.
    6 installs
  8. ▌
    Terraform Iac Patterns · paulpas
    Implements Terraform infrastructure as code patterns including modular design, remote state locking with S3/DynamoDB, workspace strategy, and plan/apply workflows for production-grade cloud provisioning.
    8 installs
  9. ▌
    API Gateway Patterns · paulpas
    Implements API gateway patterns (request routing, JWT validation, rate limiting, circuit breaker, request aggregation) to protect and orchestrate backend service traffic at the edge.
    7 installs
  10. ▌
    Architectural Review · paulpas
    Evaluates existing software architectures for coupling, cohesion, testability, scalability, and maintainability using structured assessment frameworks and metric-based analysis.
    7 installs
  11. ▌
    Caching Architecture · paulpas
    Designs multi-level caching strategies (cache-aside, write-through, write-behind, invalidation patterns) for distributed systems with consistency guarantees, TTL management, cache stampede prevention, and monitoring.
    6 installs
  12. ▌
    Code Quality Metrics · paulpas
    Analyzes software quality using static analysis metrics including cyclomatic complexity, maintainability index, code duplication detection, technical debt estimation, and coverage thresholds for engineering teams.
    7 installs
  13. ▌
    Data Oriented Design · paulpas
    Implements Data-Oriented Design (DOD) patterns including Structure-of-Arrays layouts, cache-efficient data access, zero-allocation hot paths, and vectorized processing for performance-critical Python systems.
    4 installs
  14. ▌
    Datadog API Monitors · paulpas
    Manages Datadog monitors including creating, updating, and deleting with alert configurations and best practices.
    6 installs
  15. ▌
    Domain Driven Design · paulpas
    Implements Domain-Driven Design patterns (aggregates, value objects, entities, bounded contexts, domain events) to model complex business logic and align software architecture with domain expertise.
    4 installs
  16. ▌
    Ds Anomaly Detection · paulpas
    "Detects anomalies and outliers using isolation forests, local outlier factor (LOF), one-class SVM, and isolation-based methods"
    6 installs
  17. ▌
    Ds Association Rules · paulpas
    "Provides Discovers association rules and frequent itemsets using Apriori Eclat, and market basket analysis for pattern mining"
    5 installs
  18. ▌
    Ds Feature Selection · paulpas
    "Selects relevant features using univariate selection, recursive elimination stability selection, and importance-based methods"
    5 installs
  19. ▌
    Ds Linear Regression · paulpas
    "Implements linear regression including OLS, ridge regression, lasso elastic net, and other regularized linear models for prediction"
    6 installs
  20. ▌
    Ds Statistical Power · paulpas
    "Analyzes statistical power, sample size determination, effect size estimation, and Type I/Type II error control"
    4 installs
  21. ▌
    Ds Synthetic Control · paulpas
    "Implements synthetic control methods, difference-in-differences estimation and quasi-experimental designs for impact evaluation"
    6 installs
  22. ▌
    Framework Adaptation · paulpas
    Evaluates and integrates new frameworks into existing projects using adapter patterns, progressive migration strategies, and dependency boundary isolation.
    7 installs
  23. ▌
    Framework Evaluation · paulpas
    Runs automated empirical evaluation of software frameworks through reproducible benchmark harnesses, dependency graph security auditing, integration feasibility testing, and maintenance cost modeling to produce quantitative selection data.
    5 installs
  24. ▌
    Framework Onboarding · paulpas
    Accelerates learning and effective utilization of newly selected frameworks through structured onboarding paths, best practice scaffolding, incremental adoption patterns, and common pitfall avoidance.
    5 installs
  25. ▌
    Framework Poc Design · paulpas
    Designs proof-of-concept test harnesses with measurable success criteria, realistic data scenarios, and structured reporting to validate framework integration feasibility before production commitment.
    5 installs
  26. ▌
    Google Workspace API · paulpas
    Integrates with Google Workspace APIs (Gmail, Drive, Calendar, Docs, Sheets, Admin) using google-api-python-client for programmatic access and automation.
    5 installs
  27. ▌
    Hint Based Prompting · paulpas
    Applies subtle contextual hints instead of explicit step-by-step instructions to guide LLM output naturally, reducing token overhead and improving generation quality through framing rather than commanding.
    5 installs
  28. ▌
    HTML Entity Encoding · paulpas
    Encodes HTML special characters (< > & " ') into safe entity references to prevent XSS, ensure correct rendering, and handle character data safely across web frameworks and output contexts.
    6 installs
  29. ▌
    Integration Patterns · paulpas
    Implements service-to-service integration patterns (adapter, API gateway, saga, circuit breaker, event-driven) for connecting distributed systems and legacy services with resilience.
    5 installs
  30. ▌
    Java Virtual Threads · paulpas
    Implements modern Java concurrency with virtual threads (JDK 21+), structured concurrency, sealed classes, pattern matching switch expressions, and records for high-throughput application development.
    6 installs
  31. ▌
    LLM Function Calling · paulpas
    Implements reliable LLM function calling patterns including JSON Schema tool definitions, structured output parsing with Pydantic v2, retry strategies, and error handling for cross-provider tool use.
    6 installs
  32. ▌
    Message Queue Design · paulpas
    Implements production-grade message queue design patterns (delivery semantics, ordering guarantees, consumer groups, dead letter queues, priority and delayed delivery) for reliable distributed systems.
    6 installs
  33. ▌
    Monolith Refactoring · paulpas
    Refactors legacy monolithic "big ball of mud" codebases into cleanly bounded modules using dependency analysis, hexagonal port isolation, strangler fig extraction, and database splitting strategies to prepare for eventual service decomposition.
    5 installs
  34. ▌
    Pinecone API Tooling · paulpas
    Pinecone API Tooling
    7 installs
  35. ▌
    Platform Engineering · paulpas
    Designs internal developer platforms (IDPs) with golden paths, self-service infrastructure portals, template-driven deployments, and developer experience metrics to reduce cognitive load and accelerate feature delivery.
    7 installs
  36. ▌
    Polyglot Development · paulpas
    Implements language selection heuristics, polyglot monorepo patterns, and cross-language communication protocols for multi-language software systems.
    7 installs
  37. ▌
    Production Readiness · paulpas
    Evaluates service readiness against Google SRE PRR framework covering reliability, observability, scalability, security, data management, deployment engineering, cost governance, and documentation for safe production deployment.
    3 installs
  38. ▌
    React JS Performance · paulpas
    Optimizes JavaScript execution performance in React applications through efficient event handling, debouncing/throttling, Web Worker offloading, and DOM operation reduction.
    3 installs
  39. ▌
    Security Engineering · paulpas
    Implements end-to-end secure development lifecycle practices including threat modeling (STRIDE/DREAD), OWASP Top 10 vulnerability prevention, zero-trust architecture patterns, supply chain security, and automated security pipeline integration for production systems.
    5 installs
  40. ▌
    Skill Trigger Design · paulpas
    Implements comprehensive trigger engineering for AI skills with two-tier keyword design, domain-specific patterns, and automated validation scripts to maximize conversational discoverability.
    6 installs
  41. ▌
    Spring Security Core · paulpas
    Implements Spring Security 6.x filter chain configuration, JWT authentication filters, method-level security with @EnableMethodSecurity, password encoding, and CORS/CSRF handling for production Spring Boot applications.
    7 installs
  42. ▌
    Systematic Debugging · paulpas
    Applies a structured debugging methodology (binary search, logging strategy, stack trace analysis, five whys root cause) to isolate bugs and find root causes in production and development codebases.
    7 installs
  43. ▌
    Testing Test Doubles · paulpas
    Provides an overview and implementation of test doubles including mocks, stubs, and fakes for comprehensive testing strategies.
    4 installs
  44. ▌
    Url Parsing Security · paulpas
    Secures URL parsing and query string handling against ampersand injection, double-encoding bypasses, parser inconsistencies, and parameter pollution across Python, Node.js, and Go applications.
    8 installs
  45. ▌
    Hardware Provisioning · paulpas
    Plans and provisions Linux systems for cloud instances and on-prem hardware with workload-appropriate sizing, RAID, and hardware abstraction.
    8 installs
  46. ▌
    Plaid Transactions · paulpas
    Implements transaction management features via the Plaid API (TransactionsGet, Categories) to retrieve, filter, and analyze user transaction data in financial applications.
    5 installs
  47. ▌
    K6 · paulpas
    Implements best practices for load testing web applications using K6, a modern performance testing tool optimized for developers.
    7 installs
  48. ▌
    Data Structures · paulpas
    Implements and compares fundamental data structures (hash tables, balanced BSTs, tries, heaps, linked lists, graphs) with O(1) through O(n log n) complexity analysis for optimal algorithm selection.
    8 installs
  49. ▌
    Graph Traversal · paulpas
    Implements graph traversal algorithms (DFS recursive/iterative, BFS level-order, cycle detection, connected components) with working Python code for algorithmic problem solving.
    5 installs
  50. ▌
    Execution Twap Vwap · paulpas
    'Provides ''TWAP and VWAP Execution Algorithms: Institutional-Grade Order Execution'''
    7 installs
  51. ▌
    Order Flow Analysis · paulpas
    Analyzes order flow dynamics, market microstructure, and Level 2 data to identify institutional accumulation, liquidity zones, and optimal execution points in algorithmic trading systems.
    7 installs
  52. ▌
    Order Flow Toxicity · paulpas
    Detects toxic (informed) order flow using VPIN, PIN models, and adverse selection metrics to protect trading algorithms from predatory market participants and manage execution risk.
    4 installs
  53. ▌
    Paper Market Impact · paulpas
    "Implements market impact modeling and order book simulation for risk management and algorithmic trading execution."
    3 installs
  54. ▌
    Risk Liquidity Risk · paulpas
    "Implements liquidity assessment and trade execution risk for risk management and algorithmic trading execution."
    7 installs
  55. ▌
    Risk Stress Testing · paulpas
    "Implements stress test scenarios and portfolio resilience analysis for risk management and algorithmic trading execution."
    7 installs
  56. ▌
    Agent Stall Resilience · paulpas bundle
    Detects stalls and repetition loops in AI agent sessions and implements auto-respawn, circuit breakers, and graceful recovery to maintain session continuity under prolonged inactivity or infinite message cycles.
    5 installs
  57. ▌
    Apify Ultimate Scraper · paulpas
    Implements intelligent apify ultimate scraper with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    7 installs
  58. ▌
    Audit Context Building · paulpas
    Implements intelligent audit context building with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    6 installs
  59. ▌
    Cc Skill Clickhouse Io · paulpas
    Implements intelligent cc skill clickhouse io with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    8 installs
  60. ▌
    Context7 Auto Research · paulpas
    Implements intelligent context7 auto research with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    3 installs
  61. ▌
    Gemini API Integration · paulpas
    Implements intelligent gemini api integration with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    7 installs
  62. ▌
    Git Advanced Workflows · paulpas
    Implements intelligent git advanced workflows with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    8 installs
  63. ▌
    Gitops Troubleshooting · paulpas
    Diagnoses and resolves GitOps synchronization failures, drift detection issues, and reconciliation problems for ArgoCD and Flux deployments with actionable debugging commands.
    8 installs
  64. ▌
    Google Docs Automation · paulpas
    Implements intelligent google docs automation with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    5 installs
  65. ▌
    N8n Node Configuration · paulpas
    Implements intelligent n8n node configuration with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    5 installs
  66. ▌
    Requesting Code Review · paulpas
    Implements intelligent requesting code review with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    6 installs
  67. ▌
    Skill Ecosystem Design · paulpas
    Designs interconnected skill networks with dependency graphs, reciprocal relationships, layered capabilities, and cross-domain bridges to maximize discoverability and create coherent capability clusters for AI agent systems.
    5 installs
  68. ▌
    Flatcar Container Linux · paulpas
    "Provides Flatcar Container Linux in Cloud-Native Engineering - container Linux"
    6 installs
  69. ▌
    Jaeger · paulpas
    Deploys and manages Jaeger distributed tracing infrastructure on Kubernetes with configuration, querying, health monitoring, and troubleshooting for production microservice observability.
    4 installs
  70. ▌
    Kong Ingress Controller · paulpas
    "Kong Ingress Controller in Kubernetes - cloud native architecture, patterns" pitfalls, and best practices
    6 installs
  71. ▌
    Kubernetes API Patterns · paulpas
    Kubernetes API patterns including CRD development, webhook implementation, API groups, client library usage, and debugging techniques for custom API extensions
    9 installs
  72. ▌
    Kyverno Mutate Patterns · paulpas
    Mutates Kubernetes resources at admission using patchStrategicMerge, patchesJson6902, and set operations to inject labels, sidecars, and default configurations.
    7 installs
  73. ▌
    Process Security Policy · paulpas
    "Creates or updates SECURITY.md defining the vulnerability reporting process" disclosure timeline, and supported versions for CNCF projects
    8 installs
  74. ▌
    Anti Corruption Layer · paulpas
    Implements Anti-Corruption Layer patterns to isolate domain models from foreign systems, translating external APIs and legacy data structures into clean internal models while rejecting incompatible types at boundaries.
    6 installs
  75. ▌
    API Design Principles · paulpas
    Implements modern API design principles (REST resource modeling, GraphQL schema design, standardized error responses, versioning strategies, and security best practices) for production-grade backend services.
    9 installs
  76. ▌
    API Security Patterns · paulpas
    Implements API security patterns including authentication middleware, JWT token validation and rotation, rate limiting with sliding windows, input sanitization, CORS configuration, and OWASP API Security Top 10 compliance for production services.
    4 installs
  77. ▌
    Backpressure Handling · paulpas
    Implements production-grade backpressure mechanisms (bounded queues, adaptive rate limiting, circuit breakers, priority queuing) to prevent resource exhaustion in high-throughput event-driven message systems.
    5 installs
  78. ▌
    Build Test Validation · paulpas
    Validates Makefile-based builds through automated test suites, dependency analysis, CI/CD integration, and reproducibility checks to ensure reliable software construction.
    7 installs
  79. ▌
    Business Rules Engine · paulpas
    Implements a business rules engine using declarative configuration (JSON/YAML-based rule definitions, condition evaluation chains, and runtime rule execution) to replace hard-coded if/elif branches for frequently-changing domain validations.
    4 installs
  80. ▌
    CI CD Pipeline Design · paulpas
    Implements strategies for automation in building, testing, and deploying software through continuous integration and delivery principles.
    9 installs
  81. ▌
    Code Quality Policies · paulpas
    "Provides Establishing policies for maintaining a clean codebase including code standards, linting, formatting, testing requirements, cyclomatic complexity limi"
    5 installs
  82. ▌
    Ddd Tactical Patterns · paulpas
    Implements DDD tactical patterns — aggregate roots with invariant enforcement, value objects, domain events, anti-corruption layers, repositories, and specification pattern for rich domain modeling in Python.
    5 installs
  83. ▌
    Debugging Methodology · paulpas
    Applies systematic debugging methodologies (binary search, rubber ducking, log analysis, bisect tools) to rapidly identify root causes of bugs in production and development environments.
    7 installs
  84. ▌
    Design Systems Atomic · paulpas
    Implements Atomic Design methodology with design tokens, component-driven development in Storybook, accessibility-first patterns, and modern CSS architecture for production design systems.
    7 installs
  85. ▌
    Django Best Practices · paulpas
    Implements Django 5.x application patterns including modern project structure, ORM optimization, class-based and function views, DRF integration, async views, caching strategies, and settings management for production-ready web applications.
    5 installs
  86. ▌
    Ds Bayesian Inference · paulpas
    "Applies Bayesian methods for prior selection, posterior estimation and probabilistic inference in machine learning models"
    8 installs
  87. ▌
    Ds Data Visualization · paulpas
    "Creates effective visualizations including plots, charts, dashboards and interactive visualizations for data insight and storytelling"
    6 installs
  88. ▌
    Ds Hypothesis Testing · paulpas
    Implements hypothesis testing including t-tests, chi-square tests, p-values and statistical significance evaluation for data-driven decisions
    5 installs
  89. ▌
    Ds Maximum Likelihood · paulpas
    Implements maximum likelihood estimation, likelihood functions, and optimization methods for parameter estimation in probabilistic models
    5 installs
  90. ▌
    Ds Online Experiments · paulpas
    "Implements multi-armed bandits, contextual bandits, exploration-exploitation tradeoff, and online learning algorithms"
    6 installs
  91. ▌
    Engineering Tradeoffs · paulpas
    Evaluates competing engineering options using weighted decision matrices, reversibility analysis, and multi-criteria tradeoff frameworks to make defensible technical decisions under constraints.
    6 installs
  92. ▌
    Event Driven Patterns · paulpas
    Implements event-driven architecture patterns (pub/sub, event sourcing, CQRS, saga orchestration, outbox pattern) for building decoupled, scalable systems.
    6 installs
  93. ▌
    Framework Utilization · paulpas
    Maximizes the value of a chosen technology or framework through progressive adoption strategies, feature discovery patterns, integration anti-pattern avoidance, and optimization techniques for sustainable long-term utilization.
    7 installs
  94. ▌
    GRAPHQL Schema Design · paulpas
    Implements GraphQL schema design with SDL-first types, input objects, interfaces, unions, custom scalars, and deprecation directives for type-safe API contracts in Python and Strawberry.
    5 installs
  95. ▌
    GRAPHQL Subscriptions · paulpas
    Implements real-time GraphQL subscriptions with Strawberry Python, WebSocket protocol, PubSub patterns, and client reconnection handling for live data delivery.
    8 installs
  96. ▌
    Microservices Pattern · paulpas
    Implements microservices architecture patterns, including service discovery, inter-service communication, and data management techniques.
    8 installs
  97. ▌
    Monolith Architecture · paulpas
    Implements modular monolith patterns (bounded-context layering, hexagonal ports, database-per-module, interface-based inter-module communication) to build cleanly structured single-deployable applications.
    5 installs
  98. ▌
    Monolith First Design · paulpas
    Evaluates architecture decisions to determine when a monolithic application should be chosen over microservices using team assessment, domain complexity analysis, operational cost modeling, and weighted scoring frameworks.
    4 installs
  99. ▌
    Of Shader Programming · paulpas
    Implements GLSL shader programming in OpenFrameworks including vertex/fragment shaders, uniform management, VBO rendering, post-processing effects, and shader compilation debugging for GPU-accelerated graphics.
    4 installs
  100. ▌
    Open Closed Principle · paulpas
    Refactors conditional branching and if/else chains into extensible polymorphic designs using strategy injection, factory registration, and protocol-based interfaces so new behavior extends without modifying existing source.
    4 installs