paulpas
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- ▌ Shopify API · paulpasImplements production-grade Shopify API integration (Admin REST/GraphQL, Storefront, OAuth 2.0, webhooks) using the shopifyapi Python SDK for ecommerce applications.
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- ▌ Zendesk API · paulpasImplements modern features of the Zendesk API, enabling automation, ticket management, and integration with various tools.
- ▌ Systemd Boot · paulpasAnalyzes and optimizes the systemd boot process including target management, boot time profiling with systemd-analyze, initramfs configuration, and custom boot-time unit creation for Linux systems.
- ▌ Ascii Diagram · paulpasGenerates clear, readable ASCII diagrams in Excalidraw-style for flowcharts, sequence diagrams, and state diagrams to visualize processes, interactions, and system states.
- ▌ Create Branch · paulpasImplements intelligent create branch with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Documentation · paulpasImplements intelligent documentation with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Hosted Agents · paulpasImplements intelligent hosted agents with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Multi Advisor · paulpasImplements intelligent multi advisor with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ RAG Pipelines · paulpasImplements RAG pipeline patterns (semantic chunking, hybrid search with BM25+vector, cross-encoder re-ranking, embedding selection) for retrieval-augmented document generation.
- ▌ Skill Creator · paulpasImplements intelligent skill creator with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Skill Scanner · paulpasImplements intelligent skill scanner with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Skill Seekers · paulpasImplements intelligent skill seekers with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Writing Plans · paulpasImplements intelligent writing plans with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Weaviate GRAPHQL · paulpasImplements the GraphQL capabilities of the Weaviate API, enabling flexible querying options for managing AI datasets efficiently.
- ▌ Weaviate Modules · paulpasImplements custom Weaviate modules (functions, vectorizers, generative providers) to extend data processing capabilities with application-specific AI and ML functions.
- ▌ AWS Cloudfront · paulpas"Configures CloudFront CDN for global content distribution with edge caching" DDoS protection, and SSL/TLS termination for improved performance and security.
- ▌ AWS Cloudwatch · paulpas"Configures CloudWatch monitoring with metrics, logs, alarms, and dashboards" for visibility into AWS resource performance, application health, and operational metrics.
- ▌ Networking Osi · paulpas"OSI Model Networking for Cloud-Native - All 7 layers with CNCF project" mappings, Kubernetes networking, and troubleshooting patterns.
- ▌ Notary Project · paulpas"Notary Project in Content Trust & Security - cloud native architecture" patterns, pitfalls, and best practices
- ▌ Open Telemetry · paulpas"OpenTelemetry in Observability - cloud native architecture, patterns" pitfalls, and best practices
- ▌ Airtable API · paulpasProvides comprehensive coverage of Airtable API features and capabilities, including Bases, Tables, Records, Webhooks, and Automations with practical implementation examples.
- ▌ Azure Openai · paulpasIntegrates Azure OpenAI Service (GPT deployments, Responses API, Content Filters, Entra ID auth, Assistants) using the OpenAI SDK with Azure v1 endpoint patterns.
- ▌ Bigquery Sdk · paulpasIntegrates Google BigQuery using google-cloud-bigquery 3.x with patterns for SQL queries, dataset/table management, streaming inserts, BI Engine, and load jobs from GCS.
- ▌ Circleci API · paulpasIntegrates with the CircleCI REST API v2 to manage pipelines, workflows, jobs, contexts, environment variables, project settings, and orb configurations.
- ▌ Cqrs Pattern · paulpasSeparates command (write) model from query (read) model using mediator pipelines, outbox pattern for reliable event publishing, and idempotent command handlers for systems with asymmetric read/write workloads.
- ▌ Entra Id API · paulpasImplements Microsoft Entra ID (Azure AD) API integration (Users, Groups, Applications, Service Principals, Conditional Access, B2C) using msgraph-sdk Python + azure.identity with MSAL authentication patterns, Graph API batches, delta queries, and RBAC.
- ▌ Firebase Sdk · paulpasIntegrates Firebase using firebase-admin 7.x with patterns for Firestore CRUD, Realtime Database, Auth (token verification, user management), Cloud Messaging, and hosting.
- ▌ Git Advanced · paulpas"Provides Advanced Git operations including rebasing, cherry-picking, bisecting, reflog, worktrees, filtering branches, and multi-repository workflows for exper"
- ▌ MCP Protocol · paulpasImplements Model Context Protocol (MCP) servers and clients using the mcp Python SDK (FastMCP, resources, tools, prompts, transports) for LLM tool integration.
- ▌ Mixpanel API · paulpasImplements Mixpanel analytics integration (event tracking, user profiles, JQL queries, funnel analysis, cohort export, data exporting) using the Mixpanel Python SDK and REST API for product analytics in applications.
- ▌ Newrelic API · paulpasImplements New Relic API integration (metrics, traces, logs, NRDB queries, dashboards, alert policies) using newrelic Python SDK v8+ with NerdGraph GraphQL API, NRQL queries, custom events, and distributed tracing patterns.
- ▌ Pinecone API · paulpasIntegrates Pinecone vector database (serverless/pod indexes, upsert, query, hybrid search, inference, gRPC) using the pinecone Python SDK v9 for production vector search.
- ▌ Sendgrid API · paulpasIntegrates Twilio SendGrid API (Mail Send, Dynamic Templates, Marketing Campaigns, Inbound Parse, Event Webhooks) using the sendgrid Python SDK v6.x with proper mail construction and deliverability patterns.
- ▌ Supabase Sdk · paulpasIntegrates Supabase using supabase-py 2.x with patterns for database queries (PostgREST), auth management, storage operations, real-time subscriptions, and Edge Functions.
- ▌ Testing Unit · paulpasImplements unit testing strategies using popular frameworks to ensure the smallest parts of your application work as intended.
- ▌ Weaviate API · paulpasIntegrates Weaviate vector database (v4 Python client, collections, vector search, hybrid, generative modules, GraphQL) for AI-powered search applications.
- ▌ XML Security · paulpasPrevents XML External Entity (XXE) injection, entity expansion attacks, and DTD abuse by securing XML parsers with safe configurations, input validation, and defense-in-depth patterns across Python, Java, PHP, Node.js, and Go.
- ▌ YAML Anchors · paulpasImplements YAML anchor and alias patterns (& and *) for configuration reuse, merge keys, and value referencing across Docker Compose, Kubernetes, and Helm files.
- ▌ Go Configuration · paulpasManages application configuration in Go with environment variables, YAML/JSON parsing, validation, defaults, and hierarchy for multi-environment deployments.
- ▌ Web Applications · paulpasBuilds production Go web applications with HTTP handlers, routing, middleware, template rendering, and REST API design following idiomatic Go patterns.
- ▌ Boot Sequence · paulpasImplements step-by-step diagnosis and optimization of the modern Linux boot process from UEFI through GRUB, initramfs, and systemd target initialization for production servers.
- ▌ Kernel Tuning · paulpasTunes Linux kernel parameters for workload optimization across cloud VMs and bare metal with hardware-aware adjustments for CPU, memory, and network performance.
- ▌ Observability · paulpasImplements Linux system observability with metrics, logs, and performance profiling for proactive infrastructure management across cloud and on-prem environments.
- ▌ Bash Scripting · paulpasImplements intelligent bash scripting with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Chroma Tooling · paulpasImplements advanced tooling strategies for integrating Chroma libraries into AI/LLM workflows, covering collections, embeddings, queries, and persistence mechanisms.
- ▌ Database Admin · paulpasImplements database administration best practices (PostgreSQL tuning, MySQL replication, MongoDB sharding, Redis optimization) with real operational commands and query analysis patterns.
- ▌ M365 Agents TS · paulpasImplements intelligent m365 agents ts with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Mass Framework · paulpasAutomates multi-agent system design through three-stage optimization (block-level prompt tuning, influence-weighted topology search, workflow-level joint optimization) to discover optimal agent configurations and interactions.
- ▌ MCP Builder Ms · paulpasImplements intelligent mcp builder ms with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Memory Systems · paulpasImplements conversation memory patterns (bounded buffers, auto-summarization, vector-backed long-term storage) for AI agent context management and factual recall.
- ▌ Security Audit · paulpasImplements intelligent security audit with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Skill Improver · paulpasImplements intelligent skill improver with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Skill Sentinel · paulpasImplements intelligent skill sentinel with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Upstash Qstash · paulpasImplements intelligent upstash qstash with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Writing Skills · paulpasImplements intelligent writing skills with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Azure Cosmos DB · paulpasProvides Global NoSQL database with multi-region distribution and guaranteed latency
- ▌ Salesforce API REST · paulpasImplements interactions with the Salesforce API using REST protocols to manage customer relationship data effectively.
- ▌ Salesforce API Soap · paulpasImplements interactions with Salesforce API using SOAP protocols for legacy systems integration efficiently, ensuring compliance and data integrity while supporting seamless data transactions across legacy systems and optimizing integration processes.
- ▌ Solid Anti Patterns · paulpasDetects and refactors SOLID anti-patterns in existing codebases — identifies SRP, OCP, LSP, ISP, and DIP violations through concrete code smells, then applies targeted refactoring patterns to restore clean architectural boundaries.
- ▌ System Architecture · paulpasImplements architectural patterns (hexagonal, layered, event-driven) with dependency injection and boundary constraints to build maintainable, scalable systems.
- ▌ Technology Adoption · paulpasMaps concrete project requirements to specific technology recommendations using domain-driven decision matrices, adoption risk scoring, and phased rollout strategies for selecting and leveraging technologies effectively.
- ▌ Testing Integration · paulpasExecutes integration tests to validate combined components and their interactions in a system, ensuring workflows operate seamlessly.
- ▌ Bash Quick Reference · paulpas bundleReference guide for Bash language constructs, parameter expansion, arrays, control flow, functions, and scripting discipline.
- ▌ Grub Uefi Bootloader · paulpasConfigures GRUB2 bootloader for UEFI firmware boot processes including ESP management, Secure Boot signing, multi-boot setups, kernel parameters, and bootloader recovery procedures.
- ▌ Openedge Replication · paulpasImplements three-tier replication architecture (DRBD+AI, ZFS+AI, AI-only rsync) for Progress OpenEdge 12.x databases without OER license.
- ▌ Storage Architecture · paulpasDesigns and implements Linux storage architectures for cloud block storage and on-prem SAN/NAS with performance and durability guarantees.
- ▌ Plaid Investments · paulpasImplements investment tracking features via the Plaid API (InvestmentsGet, HoldingsList, Transactions) to access and manage investment portfolio data for users in financial applications.
- ▌ Data Feature Store · paulpas"Provides Feature storage and management for machine learning trading models"
- ▌ Options Strategies · paulpas bundleImplements various options trading strategies including covered calls, protective puts, straddles, and strangles to optimize trading performance.
- ▌ Risk Kill Switches · paulpas"Implementing multi-layered kill switches at account, strategy, market" and infrastructure levels to prevent catastrophic losses and system failures
- ▌ Risk Value At Risk · paulpas"Implements value at risk calculations for portfolio risk management for risk management and algorithmic trading execution."
- ▌ Agent Knowledge Graph · paulpasConstructs agent-centric knowledge graphs representing tools, capabilities, and their relationships for intelligent tool discovery during planning.
- ▌ Agent Maturity Levels · paulpasProvides a four-level maturity model (Core Reasoning → Connected Solver → Strategic Problem-Solver → Collaborative Multi-Agent) for assessing and planning agent architecture investments based on capability requirements.
- ▌ AI Framework Selector · paulpasEvaluates and selects the optimal AI agent framework (LangChain, CrewAI, LlamaIndex, DSPy, Microsoft Agent Framework) for a project based on capability requirements, production constraints, and team expertise.
- ▌ Antigravity Workflows · paulpasImplements intelligent antigravity workflows with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Apify Lead Generation · paulpasImplements intelligent apify lead generation with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Apify Market Research · paulpasImplements intelligent apify market research with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Diff Quality Analyzer · paulpasImplements intelligent diff quality analyzer with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Elevenlabs AI Tooling · paulpasImplements integrations with ElevenLabs API for Text-to-Speech, Voice Cloning, and Conversational AI capabilities within AI/LLM agendas.
- ▌ Error Trace Explainer · paulpasImplements intelligent error trace explainer with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Evaluation Monitoring · paulpasContinuously monitors agent performance in production through token tracking, LLM-as-a-Judge evaluation, A/B testing for improvements, drift detection, anomaly detection, and trajectory analysis with structured feedback loops.
- ▌ Exploration Discovery · paulpasImplements proactive agent exploration patterns for discovering unknown opportunities, generating hypotheses, designing experiments, and sharing findings through autonomous research loops beyond predefined optimization targets.
- ▌ Failure Mode Analysis · paulpasImplements intelligent failure mode analysis with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Github Actions Status · paulpasView and monitor GitHub Actions workflow runs, statuses, and logs using the gh CLI. Lists workflows, inspects run details, follows logs, checks commit statuses, and triggers new runs.
- ▌ Gui Agent Interaction · paulpasImplements GUI agent interaction patterns (screen vision recognition, UI element detection, automated mouse/keyboard execution) for operating desktop and web applications without APIs.
- ▌ Linux Troubleshooting · paulpasImplements intelligent linux troubleshooting with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Memory Usage Analyzer · paulpasImplements intelligent memory usage analyzer with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ N8n Expression Syntax · paulpasImplements intelligent n8n expression syntax with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ N8n Validation Expert · paulpasImplements intelligent n8n validation expert with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ N8n Workflow Patterns · paulpasImplements intelligent n8n workflow patterns with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Parallel Skill Runner · paulpasImplements intelligent parallel skill runner with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Personalized Behavior · paulpasImplements personalized AI agent behavior by learning and adapting to individual user preferences, communication styles, expertise levels, and interaction history for tailored responses.
- ▌ Receiving Code Review · paulpasImplements intelligent receiving code review with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Resource Optimization · paulpasDynamically routes agent work based on cost, budget constraints, latency requirements, and query complexity using LLM-driven model selection with feedback-loop optimization for efficient resource utilization.
- ▌ Stacktrace Root Cause · paulpasImplements intelligent stacktrace root cause with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Test Oracle Generator · paulpasImplements intelligent test oracle generator with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
- ▌ Weaviate Collections API · paulpasImplements Weaviate API for managing collections of data within AI applications, enhancing the structure and retrieval of information.
- ▌ Azure Keyvault Secrets · paulpas"Provides Secret management and rotation for sensitive credentials and configuration"
- ▌ Azure Resource Manager · paulpas"Provides Infrastructure as code using ARM templates for repeatable Azure resource deployments"