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- ▌ Azure Devops Orchestration · thelobbi bundleIntelligence-layer orchestrator for Azure DevOps — shipping work items end-to-end with Claude Code, triaging backlogs with WSJF scoring, planning sprints with capacity analysis, orchestrating pipelines and releases, monitoring DORA metrics, balancing workloads, and delegating to Teams/Outlook/PowerBI when those plugins are installed. Trigger on: "azure devops orchestrator", "devops orchestrator", "ship work item", "ship devops", "implement work item", "devops sprint planning", "devops backlog triage", "devops pipeline orchestration", "devops release coordination", "azure devops health", "devops workload balance", "devops retrospective", "DORA metrics", "sprint velocity", "work item triage", "pipeline failure analysis", "release gate validation", "devops portfolio".
- ▌ Azure Tenant Assessment · thelobbi bundleDeep expertise in running an initial Azure tenant assessment - subscription inventory, resource catalog, security posture snapshot, cost overview, and plugin setup recommendations via ARM REST API and microsoft-azure-mcp tools. Acts as the entry point for any new Azure engagement, surveying the tenant and mapping discovered resource types to the right plugins.
- ▌ Fabric Data Engineering · thelobbi bundleDeep expertise in Microsoft Fabric Data Engineering — create and manage lakehouses with OneLake, author PySpark and SparkSQL notebooks, build Delta Lake tables with ACID transactions and time travel, design data pipelines with Copy/Notebook/Dataflow activities, implement medallion architecture (bronze/silver/gold), and optimize Spark workloads for performance. Targets professional data engineers building production Fabric analytics solutions.
- ▌ Microsoft Forms Surveys · thelobbi bundleDeep expertise in Microsoft Forms via the Graph API beta endpoint — create forms and surveys, add questions (choice, text, rating, date, Likert), collect and paginate responses, aggregate results, and manage form lifecycle for team polls, feedback, and event RSVPs.
- ▌ Microsoft Lists Tracker · thelobbi bundleDeep expertise in Microsoft Lists (SharePoint Lists) via Graph API — create lists with custom columns, add and update items, filter with OData queries, manage views and content types, and build lightweight process trackers for issue logs, hiring pipelines, inventory, and projects.
- ▌ Msp Tenant Provisioning · thelobbi bundleDeep expertise in MSP/CSP new customer provisioning — creating Microsoft 365 tenants via Partner Center CSP API, ordering subscriptions and licenses, configuring custom domains and DNS records, applying initial M365 security baselines (Conditional Access, PIM, security defaults), setting up Azure subscriptions and management group hierarchies, and onboarding new tenants to Microsoft 365 Lighthouse via GDAP relationships.
- ▌ Dynamics 365 Project Ops · thelobbi bundleDeep expertise in Dynamics 365 Project Operations via Dataverse Web API — managing projects, work breakdown structures, tasks and milestones, time and expense entries, resource assignments, project contracts, invoice proposals, and billing actuals on the Project Operations business application layer built on Dataverse.
- ▌ Fabric Developer Runtime · thelobbi bundleMicrosoft Fabric developer runtime operations - GraphQL API, environments, user data functions, and variable library governance.
- ▌ Fabric Distribution Apps · thelobbi bundleMicrosoft Fabric org app distribution - package, permission model, release, and adoption workflows for organizational app rollout.
- ▌ Fabric Mirroring External · thelobbi bundleMicrosoft Fabric mirroring workflows for external sources with deterministic setup, source-specific onboarding checks, preview caveats, fail-fast validation, and redacted output.
- ▌ M365 Meeting Intelligence · thelobbi bundleDeep expertise in M365 Meeting Intelligence operations with deterministic runbooks, fail-fast context validation, and redacted output requirements.
- ▌ Dynamics 365 Field Service · thelobbi bundleDeep expertise in Dynamics 365 Field Service via Dataverse Web API — managing work orders, bookings, field technician scheduling, service accounts, assets, functional locations, incident types, and IoT-triggered service events on the Field Service business application layer built on Dataverse.
- ▌ Fabric Real Time Analytics · thelobbi bundleDeep expertise in Microsoft Fabric Real-Time Analytics — create and manage Eventhouses and KQL databases, build eventstreams for streaming ingestion, write KQL (Kusto Query Language) queries with time series analysis and anomaly detection, design Real-Time Dashboards with auto-refresh tiles, configure Data Activator triggers for automated alerting, and integrate with OneLake for unified analytics. Targets data engineers and analysts building production streaming pipelines in Microsoft Fabric.
- ▌ Fabric Security Governance · thelobbi bundleAdvanced Fabric security and governance guidance for workspace RBAC, RLS/OLS design, sensitivity labeling, lineage controls, and audit readiness.
- ▌ Naming Strategies · thelobbi bundleThis skill should be used when the user asks to "find a business name", "suggest domain names", "brainstorm company names", "check domain availability", "name my startup", "find a brand name", "suggest product names", "help me pick a name", or discusses naming a new business, project, app, or product. Provides naming methodology, TLD guidance, and availability-checking workflows.
- ▌ Azure Document Intelligence · thelobbi bundleDeep expertise in Azure AI Document Intelligence (formerly Form Recognizer) — OCR, prebuilt models (invoices, receipts, IDs, tax forms), custom extraction and classification models, layout analysis, document classification, batch processing, and integration patterns via REST API and SDKs.
- ▌ Sharepoint File Intelligence · thelobbi bundleDeep expertise in SharePoint and OneDrive file intelligence at scale — bulk file enumeration, duplicate detection, metadata and content-type management, folder governance, batch Graph API operations, and reorganization workflows for large document libraries.
- ▌ Context Budgeting · thelobbiAdvanced context window management — token arithmetic, anchor budget math, compact strategies, progressive loading, and large codebase partitioning
- ▌ Session Analytics · thelobbiUnderstanding and optimizing Claude Code session performance — token tracking, bottleneck identification, caching behavior, and cost estimation
- ▌ Actions Automation · thelobbiThis skill should be used when building automation on GitHub Actions beyond CI — manual and external triggers, scheduled jobs, reusable workflows, composite actions, issue and PR bots, auto-merge, and Dependabot.
- ▌ Clean Architecture · thelobbiThis skill should be used when the user asks to "apply clean architecture", "follow SOLID principles", "add dependency injection", "separate layers", "use hexagonal/onion architecture", "domain-driven design", or needs guidance on structuring code into clean, testable, decoupled layers.
- ▌ Github Issue Model · thelobbiThis skill should be used when working with GitHub's issue data model — issue types, sub-issues, dependencies, labels, milestones, issue forms and templates, and the community health files that configure them.
- ▌ Jira Orchestration Workflow · thelobbiThis skill should be used when the user asks to "orchestrate jira", "work on issue", "complete jira ticket", "development workflow", "jira automation", "issue lifecycle", "work on story", "fix bug ticket", or needs guidance on coordinating development work through Jira with multi-agent orchestration patterns.
- ▌ Linear Attachments · thelobbiThis skill should be used when uploading files to Linear, linking external URLs as attachments, or downloading existing attachments with auth. Activates on "linear attachment", "linear file upload", "fileUpload mutation", "attachmentLinkCreate".
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- ▌ Accent Animations · thelobbiExpert knowledge for decorative accent animations - floating shapes, glowing orbs, animated borders, sparkle effects, and embellishments that add visual polish and delight to interfaces.
- ▌ Scroll Animations · thelobbiExpert knowledge for scroll-triggered animations, parallax effects, and scroll-linked interactions that create immersive storytelling experiences.
- ▌ Plugin Development · thelobbiComplete guide to building Claude Code plugins — manifest schema, command/skill/agent/hook authoring, MCP server development, marketplace publishing, and testing
- ▌ Prompt Engineering · thelobbiCrafting effective prompts, CLAUDE.md instructions, rules, agent system prompts, and skill bodies for optimal Claude Code behavior
- ▌ Cc Worktree Management · thelobbiGit worktree creation, agent isolation, parallel task execution with EnterWorktree/ExitWorktree, branch-per-worktree patterns, and cleanup lifecycle for Claude Code
- ▌ Release Engineering · thelobbiThis skill should be used when cutting a release — computing a semver bump from conventional commits, writing changelogs and release notes, sequencing breaking changes, and planning rollbacks.
- ▌ Swarm Orchestration For Linear · thelobbiThis skill should be used when running many parallel coding agents against a Linear backlog — conductor/worker dispatch, exclusive claims, workspace isolation, retry and stall handling. Activates on "swarm", "parallel agents", "conductor", "fan out issues", "symphony", "worktree isolation", "delegation ledger".
- ▌ Project Fingerprinting · thelobbiDeep project fingerprinting for tech stack detection, architecture analysis, and quality assessment
- ▌ Enterprise Security · thelobbiEnterprise-grade security patterns for Claude Code — audit logging, compliance frameworks, secrets management, permission hardening, network security, and managed settings enforcement
- ▌ Cc Verify Between Waves · thelobbiCheckpoint-between-waves cadence for multi-file refactors. After each logical batch (wave) of edits, run typecheck + tests; commit only on green; roll back the wave (not the whole branch) on red. Use for any refactor touching more than three files or three distinct concerns.
- ▌ Github Orchestration · thelobbiThis skill should be used when coordinating multi-agent GitHub delivery work — dispatching teams, holding a blackboard, enforcing merge gates, and deciding what to run in parallel versus in sequence.
- ▌ Linear Rate Limiting · thelobbiThis skill should be used when designing bulk operations against Linear — complexity budgets, exponential backoff, request pacing, and avoiding 429s. Activates on "linear rate limit", "linear 429", "linear throttle", "complexity budget".
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- ▌ Ubuntu Deployment · thelobbiDeploy and manage Home Assistant on Ubuntu servers with Docker, security hardening, and complementary services.
- ▌ Project Management Integrations · thelobbiGantt charts, Kanban boards, scheduling, and resource management libraries that integrate with MUI — SVAR, DHTMLX, Bryntum, Syncfusion, FullCalendar, dnd-kit, and architecture patterns
- ▌ Agent Teams Advanced · thelobbi bundleAdvanced patterns for Claude Code Agent Teams — topology design, cross-team communication, worktree coordination, failure handling, and cost management
- ▌ Cc Deep Code Intelligence · thelobbiEvidence-driven deep analysis for hard coding problems — architecture decisions, root-cause investigation, high-stakes refactor planning, performance bottleneck isolation. Use this skill whenever the user asks for "the best approach", a "deep analysis", "root cause", "principal engineer review", or runs /cc-intel. Also triggers on hard debugging questions, major architectural choices, tricky performance problems, or any task where a hypothesis tree and evidence table matter more than a fast answer.
- ▌ Background Animations · thelobbiExpert knowledge for creating stunning animated backgrounds - gradient flows, particle systems, mesh gradients, aurora effects, wave patterns, and dynamic textures that bring depth and life to your interfaces.
- ▌ Deep Code Intelligence · thelobbi bundleEvidence-driven workflow for hard coding problems, architecture decisions, root-cause analysis, and high-stakes implementation planning in Claude Code
- ▌ Cc Prompt Budget Preflight · thelobbiPre-flight check to run before any Agent-tool spawn. Prevents the "Prompt is too long" rejection class by enforcing a 5-section minimum-viable-prompt template and estimating forwarded context cost. Use whenever you are about to call the Agent tool with more than a one-paragraph prompt.
- ▌ Writing Plans Enhanced · thelobbi bundleEnhanced plan-authoring skill with Pre-Writing context gathering, task metadata, non-TDD templates, Red Flags, telemetry, and an automated plan linter. Use when you have a spec or requirements for a multi-step task, before touching code.
- ▌ Cc Orchestration Blackboard · thelobbiShared filesystem-backed blackboard for multi-agent runs. Parallel subagents append findings for a given run-id; subsequent-round subagents read them via MCP tools without the orchestrator having to paste everything into their prompts. Use for any fan-out pattern with more than one round of deliberation.
- ▌ Linear Pagination Filtering · thelobbiThis skill should be used when fetching large result sets from Linear — cursor pagination, filter DSL, sorting, and complexity budgeting. Activates on "linear pagination", "linear filter", "linear cursor", "linear filtering".
- ▌ Universal Templating · thelobbiMaster all templating formats - Handlebars, Cookiecutter, Copier, Maven, and Harness - with format selection matrix, generation workflows, and best practices
- ▌ Jira · thelobbiJira project management including issues, sprints, boards, and workflows. Activate for Jira tickets, sprint planning, backlog management, and Atlassian integration.
- ▌ Redis · thelobbiRedis caching, pub/sub, and data structures. Activate for Redis operations, caching strategies, session management, and message queuing.
- ▌ Testing · thelobbiTesting patterns including pytest, unittest, mocking, fixtures, and test-driven development with extended thinking integration. Activate for test writing, coverage analysis, TDD, hypothesis-driven development, and quality assurance tasks.
- ▌ Database · thelobbiDatabase design, SQL queries, migrations, and optimization. Activate for PostgreSQL, MySQL, SQLite, schema design, queries, indexes, and data modeling.
- ▌ Tool Use · thelobbi bundleTool use patterns for Claude including schema design, tool_choice modes, result handling, parallel execution, error recovery, and extended thinking integration.
- ▌ Streaming · thelobbiServer-Sent Events (SSE) streaming for Claude API with support for text, tool use, and extended thinking. Activate for real-time responses, stream handling, and progressive output.
- ▌ Helm Deploy · thelobbiSafe Helm deployment with image verification, cache busting, and rollback safety. Prevents deploying stale images.
- ▌ Docker Build · thelobbiBuild Docker images with proper tagging, cache busting, and build tracking. Prevents stale image issues.
- ▌ Web Research · thelobbiDeep web research using Perplexity and Firecrawl MCP servers. Use when researching technologies, APIs, best practices, or current information.
- ▌ Deep Analysis · thelobbiAnalytical thinking patterns for comprehensive evaluation, code audits, security analysis, and performance reviews. Provides structured templates for thorough investigation with extended thinking support.
- ▌ Mongodb Atlas · thelobbiMongoDB Atlas cloud database management including clusters, schemas, aggregation pipelines, and Prisma ORM integration. Activate for MongoDB queries, schema design, indexing, and Atlas administration.
- ▌ Authentication · thelobbiAuthentication and authorization including JWT, OAuth2, OIDC, sessions, RBAC, and security analysis. Activate for login, auth flows, security audits, threat modeling, access control, and identity management.
- ▌ Prompt Caching · thelobbiPrompt caching for Claude API to reduce latency by up to 85% and costs by up to 90%. Activate for cache_control, ephemeral caching, cache breakpoints, and performance optimization.
- ▌ K8S Image Audit · thelobbiAudit K8s deployments for stale images, wrong pull policies, and volume issues. Use when debugging Helm deploy or image caching problems.
- ▌ Llmintegration · thelobbiLLM integration patterns for Claude, GPT, Gemini, and Ollama. Activate for AI API integration, prompt engineering, token management, extended thinking, and multi-model orchestration.
- ▌ Batch Processing · thelobbiMessage Batches API for Claude with 50% cost savings on bulk processing. Activate for batch jobs, JSONL processing, bulk analysis, and cost optimization.
- ▌ Complex Reasoning · thelobbiMulti-step reasoning patterns and frameworks for systematic problem solving. Activate for Chain-of-Thought, Tree-of-Thought, hypothesis-driven debugging, and structured analytical approaches that leverage extended thinking.
- ▌ Extended Thinking · thelobbiExtended thinking (ultrathink) configuration for Claude API. Activate for complex reasoning tasks, deep analysis, multi-step problem solving, and tasks requiring careful deliberation. Enables Claude's internal reasoning with configurable thinking budgets.
- ▌ Vision Multimodal · thelobbiVision and multimodal capabilities for Claude including image analysis, PDF processing, and document understanding. Activate for image input, base64 encoding, multiple images, and visual analysis.
- ▌ Charts · thelobbiMUI X Charts — BarChart, LineChart, PieChart, ScatterChart, composition API, custom axes, tooltips, and responsive patterns
- ▌ Joy UI · thelobbiJoy UI — MUI's alternative design system with CSS variables, modern aesthetics, and simpler API
- ▌ Mui Theming · thelobbiMUI theming system — createTheme, palette, typography, dark mode, component overrides, TypeScript augmentation, and design tokens
- ▌ Citations Retrieval · thelobbi bundleDocument citations and RAG (Retrieval-Augmented Generation) patterns for Claude. Activate for source attribution, document grounding, citation extraction, and contextual retrieval.
- ▌ I18N Rtl · thelobbiMUI internationalization, RTL support, locale customization, and bidirectional text
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- ▌ Slots API · thelobbiMUI slots and slotProps API for deep component customization — replacing internal elements, custom renderers, and composition patterns
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- ▌ Tree View · thelobbiMUI X Tree View — SimpleTreeView, RichTreeView, lazy loading, custom icons, multiselect, drag-and-drop, and virtualization
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- ▌ Ssr Nextjs · thelobbiMUI server-side rendering with Next.js — App Router, Pages Router, RSC compatibility, Emotion cache, and Pigment CSS
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- ▌ White Label · thelobbiMUI multi-theme and white-label systems — nested ThemeProvider, dynamic theme switching, tenant-specific branding, and theme composition
- ▌ Dotnet AI · thelobbi.NET AI integration with Microsoft.Extensions.AI, Semantic Kernel, MCP servers, embeddings, vector search, and agent frameworks
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- ▌ Base Headless · thelobbiMUI Base (unstyled/headless) components and hooks — useButton, useInput, useMenu, useSlider for building custom UI
- ▌ Devstudio · thelobbiPlugin Dev Studio workflow for hot-reload development, interactive testing, dependency visualization, and validation of Claude Code plugins. Covers the full plugin development lifecycle from scaffold to publish.
- ▌ Virtualization · thelobbiMUI list virtualization with react-window, react-virtuoso, virtualized Autocomplete, and large dataset rendering patterns
- ▌ Federation · thelobbiFederated registry protocol for multi-source plugin resolution with policy enforcement, lockfile management, and conflict detection across local, team, org, and public registries.
- ▌ MCP UI Sdk · thelobbiThis skill should be used when working with mcp-ui — createUIResource and its rawHtml/externalUrl/remoteDom content types, the five UI action types (tool, prompt, link, intent, notify), the messageId async response flow, iframe lifecycle events, and the client-side UIResourceRenderer/AppRenderer components.
- ▌ Dotnet Aspire · thelobbi.NET Aspire for cloud-native app orchestration, service discovery, telemetry, and component integrations
- ▌ Grpc Services · thelobbigRPC service development in .NET for high-performance inter-service communication
- ▌ Intent Based Composition · thelobbiResolve high-level intents into ordered plugin composition plans using greedy set cover for capability matching and Kahn's topological sort for dependency ordering. Activates when working with "compose", "plugin composition", "capability matching", "dependency resolution", or "intent specification".
- ▌ Advanced Widgets · thelobbiTop 0.01% MUI patterns — sparkline grid cells, heatmap DataGrids, real-time WebSocket grids, AI assistant, save/restore grid state, bi-directional chart+grid, pivot tables, clipboard paste, progress cells
- ▌ Entity Driven UI · thelobbiMetadata-driven CRUD with MUI X DataGrid + FormEngine — entity metadata model, server-driven UI, column/form generation, shared validation, access control, wizard flows
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- ▌ Gsap · thelobbiExpert knowledge for GSAP (GreenSock Animation Platform) - the industry-standard JavaScript animation library for professional-grade animations with precise timeline control.
- ▌ Gh MCP · thelobbiThis skill should be used when calling GitHub MCP tools — which tool does what, the method discriminators several of them require, oversized payload handling, and the pitfalls that produce confusing errors.