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paulpas

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1. ▌
   Security Compliance · paulpas

   Implements security compliance frameworks (SOC2, HIPAA, PCI-DSS) with implementation patterns, audit procedures, and compliance automation for Kubernetes and cloud environments
   8 installs
2. ▌
   Anthro Claude API · paulpas

   metadata:
   9 installs
3. ▌
   Async Programming · paulpas

   Implements asynchronous programming patterns (asyncio task groups, goroutine pools, cancellation scopes, structured concurrency) to build high-throughput, non-blocking systems across Python and Go runtimes.
   4 installs
4. ▌
   CSV Data Handling · paulpas

   Handles CSV data safely across languages with RFC 4180 compliance, formula injection prevention, character encoding validation, and delimiter detection to protect against spreadsheet injection attacks.
   4 installs
5. ▌
   Ddd Anti Patterns · paulpas

   Detects and resolves common Domain-Driven Design anti-patterns including god aggregates, anemic domain models, context creep, repository leakage, specification over-engineering, and domain service sprawl in DDD codebases.
   8 installs
6. ▌
   Ddd Domain Events · paulpas

   Implements domain event infrastructure for DDD systems — synchronous publish-subscribe dispatchers, schema versioning with Pydantic discriminators, idempotent handler guards, PostgreSQL outbox pattern for reliable async delivery, and dead letter queue pipelines.
   7 installs
7. ▌
   Decorator Pattern · paulpas

   Implements the GoF Decorator pattern for dynamic behavior extension via composition over inheritance in Python using abstract decorators, transparent delegation with __getattr__, and composable wrapper chains.
   7 installs
8. ▌
   Docker Engine API · paulpas

   Integrates with the Docker Engine API to manage containers, build images, configure networks, manage volumes, and orchestrate services with Swarm.
   4 installs
9. ▌
   Ds Data Ingestion · paulpas

   "Provides Designs and implements ETL pipelines, streaming data ingestion batch processing, and data pipeline orchestration for reliable data flow"
   4 installs
10. ▌
    Ds Data Profiling · paulpas

    Provides Extracts data profiles, schemas, metadata, and statistical summaries to understand data structure, quality, and characteristics at scale
    6 installs
11. ▌
    Ds Explainability · paulpas

    "Implements explainability and interpretability techniques for model transparency, understanding decisions, and building trust"
    3 installs
12. ▌
    Ds Kernel Density · paulpas

    "Implements kernel density estimation, non-parametric density estimation and bandwidth selection for probability density functions"
    5 installs
13. ▌
    Ds Model Fairness · paulpas

    "Evaluates and mitigates fairness issues including bias detection, fairness metrics, and debiasing strategies in machine learning"
    6 installs
14. ▌
    Ds Topic Modeling · paulpas

    "Implements topic modeling using Latent Dirichlet Allocation (LDA) Non-negative Matrix Factorization (NMF), and other topic extraction methods"
    6 installs
15. ▌
    Elasticsearch Sdk · paulpas

    Integrates Elasticsearch using elasticsearch-py 8.x with patterns for indexing, search queries, aggregations, vector search, bulk operations, and index lifecycle management.
    2 installs
16. ▌
    Expression Engine · paulpas

    Implements expression evaluation engines (arithmetic, conditional logic, string manipulation, function dispatch) for configuration-driven workflows, rule engines, and dynamic computation without hard-coded code paths.
    3 installs
17. ▌
    Gitlab API Devops · paulpas

    Implements GitLab API functionalities for Developer Platforms and DevOps, covering projects, pipelines, merge requests, runners, and registry management.
    5 installs
18. ▌
    Gradle Build Tool · paulpas

    Implements Gradle build configurations including Kotlin DSL, version catalogs, configuration cache, multi-project builds, convention plugins, and dependency management for Java/Kotlin/Android applications.
    4 installs
19. ▌
    Incident Response · paulpas

    Orchestrates production incident response including severity classification, on-call escalation procedures, blameless postmortem analysis, and root cause remediation to minimize downtime and prevent recurrence.
    8 installs
20. ▌
    Kotlin Coroutines · paulpas

    Implements Kotlin coroutine patterns including structured concurrency, Flow APIs, dispatcher management, cancellation handling, and test-driven async development for production-grade concurrent applications.
    6 installs
21. ▌
    Output Formatting · paulpas

    Enforces deterministic structured output generation (JSON schemas, markdown tables, templated responses) for reliable downstream processing in AI agent workflows.
    7 installs
22. ▌
    React Bundle Size · paulpas

    Optimizes JavaScript bundle size in React applications through route-level code splitting, tree shaking configuration, granular imports, dynamic imports, and CI bundle size budgets.
    3 installs
23. ▌
    REST API Patterns · paulpas

    Implements RESTful API design patterns including resource modeling, HTTP method dispatching, structured error responses per RFC 7807, pagination, filtering, versioning, and HATEOAS for production-quality APIs.
    8 installs
24. ▌
    Semver Automation · paulpas

    "Provides Automating semantic versioning in Git repositories for version bumping, changelog generation, and release automation using conventional commits and to"
    9 installs
25. ▌
    Singleton Pattern · paulpas

    Implements the GoF Singleton pattern for controlled object lifecycle management in Python using module-level singletons, metaclass-based enforcement, threading-safe lazy initialization, and async-compatible variants.
    7 installs
26. ▌
    Version Migration · paulpas

    Manages framework and library version upgrades through systematic breakage analysis, automated refactoring scripts, and progressive migration with zero-downtime rollback strategies.
    6 installs
27. ▌
    Websocket Manager · paulpas

    "WebSocket connection manager with state machine (connecting/connected/reconnecting/error)" exponential backoff, and message routing
    6 installs
28. ▌
    YAML Anchor Alias · paulpas

    Creates reusable YAML anchor and alias patterns with merge keys to eliminate repetition in configuration files across Kubernetes, Ansible, Terraform, and Helm deployments.
    7 installs
29. ▌
    Square Payments · paulpas

    Integrates Square Payments API for handling payment transactions, refunds, and reporting.
    5 installs
30. ▌
    Data Candle Data · paulpas

    "OHLCV candle data processing, timeframe management, and validation for" trading algorithms
    4 installs
31. ▌
    Mermaid Diagrams · paulpas

    Creates clear, web-savvy MermaidJS diagrams (flowcharts, sequence diagrams, Gantt charts, and more) for Markdown documentation that renders beautifully on GitHub.
    4 installs
32. ▌
    Agent Manager Skill · paulpas

    Implements intelligent agent manager skill with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    9 installs
33. ▌
    Agent Observability · paulpas

    Implements tracing, cost tracking, and latency monitoring patterns for AI agent systems to debug failures, control token spend, and optimize response times across multi-agent workflows.
    4 installs
34. ▌
    AI Agents Architect · paulpas

    Implements intelligent ai agents architect with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    10 installs
35. ▌
    Airtable Automation · paulpas

    Implements intelligent airtable automation with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    6 installs
36. ▌
    Andruia Skill Smith · paulpas

    Implements intelligent andruia skill smith with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    6 installs
37. ▌
    Circleci Automation · paulpas

    Implements intelligent circleci automation with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    7 installs
38. ▌
    CLI Agent Workflows · paulpas

    Implements CLI agent workflows (terminal interaction, file operations, code generation from design specs, MCP bridging) for building command-line AI assistants and developer tooling.
    5 installs
39. ▌
    Conductor Implement · paulpas

    Implements intelligent conductor implement with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    5 installs
40. ▌
    Conductor New Track · paulpas

    Implements intelligent conductor new track with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    7 installs
41. ▌
    Conductor Validator · paulpas

    Implements intelligent conductor validator with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    6 installs
42. ▌
    Container Inspector · paulpas

    Implements intelligent container inspector with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    6 installs
43. ▌
    Conversation Memory · paulpas

    Implements intelligent conversation memory with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    5 installs
44. ▌
    Framework Selection · paulpas

    Applies structured decision-making frameworks (weighted scoring, RICE, MoSCoW, decision matrices) to evaluate options against requirements and select optimal solutions.
    5 installs
45. ▌
    Helpdesk Automation · paulpas

    Implements intelligent helpdesk automation with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    6 installs
46. ▌
    Hosted Agents V2 Py · paulpas

    Implements intelligent hosted agents v2 py with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    5 installs
47. ▌
    Instruction Parsing · paulpas

    Parses natural language instructions to extract structured intent, constraints, and parameters for reliable skill routing in AI agent systems.
    5 installs
48. ▌
    Intercom Automation · paulpas

    Implements intelligent intercom automation with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    7 installs
49. ▌
    Learning Adaptation · paulpas

    Enables agents to improve through experience using reinforcement learning patterns (PPO, DPO, RLHF) and knowledge base RAG for continuous self-improvement and adaptive behavior across sessions.
    7 installs
50. ▌
    N8n Code Javascript · paulpas

    Implements intelligent n8n code javascript with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    6 installs
51. ▌
    Network Diagnostics · paulpas

    Implements intelligent network diagnostics with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    5 installs
52. ▌
    Planning With Files · paulpas

    Implements intelligent planning with files with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    4 installs
53. ▌
    Regression Detector · paulpas

    Implements intelligent regression detector with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    3 installs
54. ▌
    Sendgrid Automation · paulpas

    Implements intelligent sendgrid automation with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    5 installs
55. ▌
    Skill Observability · paulpas

    Collects telemetry on skill usage patterns, measures trigger-to-action fidelity, gathers user feedback signals, and produces dashboards for continuous skill improvement in agent orchestration systems.
    5 installs
56. ▌
    Skill Rails Upgrade · paulpas

    Implements intelligent skill rails upgrade with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    6 installs
57. ▌
    Skill Router System · paulpas

    Implements and configures the AI agent skill routing system for auto-loading, trigger matching, confidence scoring, and skills-index generation across orchestration layers.
    6 installs
58. ▌
    System Hints Design · paulpas

    Constructs layered system hints for agent architectures — identity, context, constraint, and behavioral hint layers — with provider-specific patterns for Anthropic, OpenAI, and Google Gemini.
    7 installs
59. ▌
    Task Prioritization · paulpas

    Enables agents to rank and schedule tasks by urgency, importance, dependencies, and resource cost using priority matrices, dynamic re-prioritization, and dependency-aware scheduling for optimal execution order.
    4 installs
60. ▌
    Temporal Golang Pro · paulpas

    Implements intelligent temporal golang pro with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    5 installs
61. ▌
    Temporal Python Pro · paulpas

    Implements intelligent temporal python pro with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    6 installs
62. ▌
    Trigger Engineering · paulpas

    Engineers precision trigger sets for AI agent skills using two-tier discovery patterns, anti-trigger calibration, archetype alignment, and hybrid scoring optimization to maximize auto-loading accuracy while minimizing false positive rates.
    6 installs
63. ▌
    Workflow Automation · paulpas

    Implements intelligent workflow automation with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
    6 installs
64. ▌
    Weaviate Vector Search · paulpas

    Implements vector search capabilities of the Weaviate API, allowing efficient and scalable retrieval of relevant data for AI applications.
    4 installs
65. ▌
    GCP Cloud Monitoring · paulpas

    "Monitors GCP resources with metrics, logging, and alerting for operational visibility"
    6 installs
66. ▌
    GCP Cloud Operations · paulpas

    "Provides Systems management including monitoring, logging, error reporting, and diagnostics"
    7 installs
67. ▌
    Kubernetes Configmap · paulpas

    Implements v1 ConfigMap manifests for injecting configuration data into pods via environment variables, volume mounts, and command-line arguments.
    4 installs
68. ▌
    Kubernetes Debugging · paulpas

    Implements comprehensive Kubernetes debugging workflow with pod inspection, log analysis, resource debugging, network troubleshooting, and common failure pattern diagnosis using kubectl commands.
    9 installs
69. ▌
    Process Architecture · paulpas

    "Creates or updates ARCHITECTURE.md documenting the project's design" components, and technical decisions for CNCF projects
    6 installs
70. ▌
    Ampersand Operator · paulpas

    Implements bitwise AND operations, address/reference resolution, and memory pointer manipulation using & operator across C, C++, Rust, Python ctypes, and Go for low-level programming.
    6 installs
71. ▌
    API Gateway Design · paulpas

    Designs API gateway patterns for request routing, rate limiting, authentication, response caching, and request aggregation across microservice architectures.
    7 installs
72. ▌
    Atomic Skills Spec · paulpas

    Defines criteria, thresholds, and migration patterns for splitting monolithic skills into focused atomic skills — including split heuristics, trigger engineering for new sub-skills, and gradual migration strategy.
    6 installs
73. ▌
    Caching Strategies · paulpas

    Implements caching strategies (cache-aside, write-through, write-behind, multi-tier architecture, stampede prevention) for high-performance data access layers with consistency guarantees.
    6 installs
74. ▌
    Clean Architecture · paulpas

    Designs software using Robert C. Martin's Clean Architecture concentric layers (Entities, Use Cases, Interface Adapters, Frameworks) with strict dependency rules and boundary contracts for framework-independent business logic.
    6 installs
75. ▌
    Conviction Scoring · paulpas

    "Multi-factor conviction scoring engine combining technical, momentum" trend, volatility, and volume signals with configurable weights
    3 installs
76. ▌
    Data Deduplication · paulpas

    Identifies and eliminates data-layer duplication (schema, ETL transformations, API responses, query patterns, configuration) using canonical source extraction to prevent inconsistent definitions across services and pipelines.
    7 installs
77. ▌
    Data Normalization · paulpas

    'Provides Exchange data normalization layer: typed dataclasses for ticker/trade/orderbook, exchange-specific parsing, and symbol format standardization'
    6 installs
78. ▌
    Datadog API Alerts · paulpas

    Implements alert management using the Datadog API, focusing on creating effective alerts that respond to service conditions with best practices.
    7 installs
79. ▌
    Datadog API Traces · paulpas

    Implements application performance monitoring (APM) using the Datadog API for tracing, including best practices for initiating and managing traces and spans.
    4 installs
80. ▌
    Dlq Retry Patterns · paulpas

    Implements dead letter queue architectures with retry strategies (exponential backoff, circuit breaker integration, poison pill detection) for resilient event-driven systems.
    6 installs
81. ▌
    Ds Data Collection · paulpas

    "Implements data gathering strategies including APIs, web scraping sensor data collection, and database queries for building machine learning datasets"
    4 installs
82. ▌
    Ds Data Versioning · paulpas

    "Implements data versioning, lineage tracking, provenance management and reproducible data pipelines for experiment tracking and governance"
    5 installs
83. ▌
    Ds Model Selection · paulpas

    "Provides Compares and selects models using AIC, BIC, validation curves learning curves, and model comparison techniques"
    7 installs
84. ▌
    Ds Neural Networks · paulpas

    "Implements deep neural networks, backpropagation, activation functions architectures (CNN, RNN, Transformers), and training strategies"
    6 installs
85. ▌
    Grafana Prometheus · paulpas

    Implements Grafana and Prometheus integration (metrics collection, querying, alerting rules, Grafana dashboards as code, PromQL patterns, and Grafana HTTP API for dashboard management, using prometheus-api-client and grafana-api Python SDKs.
    3 installs
86. ▌
    GRAPHQL API Design · paulpas

    Implements best practices for designing GraphQL APIs, focusing on schema design, query optimization, and resolver implementation.
    4 installs
87. ▌
    GRAPHQL Federation · paulpas

    Implements Apollo Federation 3 patterns (@key, @external, @provides, @requires directives) for building federated microservice graphs with Strawberry Python and Apollo Router.
    4 installs
88. ▌
    Maven Build System · paulpas

    Implements Apache Maven build configurations (POM structure, dependency management, profiles, multi-module builds, plugin configuration) for Java and Kotlin projects.
    8 installs
89. ▌
    Production Logging · paulpas

    Implements production logging practices including structured logging, log level management, context propagation, correlation IDs, sensitive data redaction, and log aggregation patterns for actionable observability in software systems.
    5 installs
90. ▌
    Prompt Engineering · paulpas

    Implements prompt design patterns including chain-of-thought reasoning, role-setting, few-shot exemplars, structured output schemas, and system prompt optimization for reliable LLM agent behavior.
    9 installs
91. ▌
    Structured Logging · paulpas

    Implements structured JSON logging with correlation IDs, OpenTelemetry context propagation, and tiered log level strategies for production-grade observability in Python and Go services.
    6 installs
92. ▌
    Testing End To End · paulpas

    Facilitates end-to-end testing of complete workflows, verifying entire systems operate as intended from a user's perspective.
    7 installs
93. ▌
    Websocket Protocol · paulpas

    Implements WebSocket protocol-level patterns including frame parsing, subprotocol negotiation, permessage-deflate compression, text/binary framing, and backpressure management for real-time applications.
    5 installs
94. ▌
    Websocket Security · paulpas

    Hardens WebSocket connections against cross-site hijacking, DoS attacks, and message flooding through origin validation, authentication, rate limiting, connection limits, and secure transport enforcement.
    7 installs
95. ▌
    Iac Infrastructure · paulpas

    Implements advanced IaC engineering patterns including modular Terraform architecture, policy-as-code with OPA, GitOps with ArgoCD, Terratest-driven testing, and cross-cloud multi-account resource management for production infrastructure.
    6 installs
96. ▌
    Resource Management · paulpas

    Manages Linux system resources using cgroups v2, namespaces, and systemd for workload isolation and resource guarantees in cloud and on-prem environments.
    3 installs
97. ▌
    Digital Fabrication · paulpas

    Implements 3D printing slicing, laser cutting calibration, CNC toolpaths, and STL validation workflows for turning CAD models into fabrication-ready parts with optimized parameters.
    6 installs
98. ▌
    Async Runtime · paulpas

    Implements and analyzes Rust async runtime patterns including tokio, async-std, and custom executors for high-performance concurrent systems.
    9 installs
99. ▌
    Auth0 API Skills · paulpas

    Implements Auth0 API functionalities (user CRUD, authentication flows, actions/hooks, organizations/multi-tenancy) for secure identity and access management in web and mobile applications.
    6 installs
100. ▌
     AI Explainable AI · paulpas

     "Provides Explainable AI for understanding and trusting trading model decisions"
     7 installs