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- ▌ Vercel Composition Patterns 19 · tomevault-io bundleReact composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, render props, context providers, or component architecture. Includes React 19 API changes.
- ▌ Frontend Design 132 · tomevault-io bundleGenerate distinctive, production-grade frontend UI code that avoids generic AI aesthetics. Follows opinionated design principles for unique visual identity. Use when building web UIs, components, or running /frontend-design. Use when this capability is needed.
- ▌ React Native Architecture 7 · tomevault-io bundleBuild production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecting React Native projects. Use when this capability is needed.
- ▌ Codebase Documenter 3 · tomevault-io bundleThis skill should be used when writing documentation for codebases, including README files, architecture documentation, code comments, and API documentation. Use this skill when users request help documenting their code, creating getting-started guides, explaining project structure, or making codebases more accessible to new developers. The skill provides templates, best practices, and structured approaches for creating clear, beginner-friendly documentation. Use when this capability is needed.
- ▌ CSV Data Visualizer 2 · tomevault-io bundleThis skill should be used when working with CSV files to create interactive data visualizations, generate statistical plots, analyze data distributions, create dashboards, or perform automatic data profiling. It provides comprehensive tools for exploratory data analysis using Plotly for interactive visualizations. Use when this capability is needed.
- ▌ Azure Pipelines Generator 2 · tomevault-io bundleGenerate/create/scaffold azure-pipelines.yml, stages, jobs, steps, or reusable templates. Use when this capability is needed.
- ▌ Azure Pipelines Validator 2 · tomevault-io bundleValidate, lint, audit, or review azure-pipelines.yml — syntax, security, best practices. Use when this capability is needed.
- ▌ Finishing A Development Branch 7 · tomevault-io bundleUse when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
- ▌ Vscode Ext Localization 3 · tomevault-io bundleThis skill helps you localize every aspect of VS Code extensions Use when this capability is needed.
- ▌ Git Commit Helper 9 · tomevault-io bundleGenerate conventional commit messages automatically. Use when user runs git commit, stages changes, or asks for commit message help. Analyzes git diff to create clear, descriptive conventional commit messages. Triggers on git commit, staged changes, commit message requests. Use when this capability is needed.
- ▌ Product Manager Toolkit 4 · tomevault-io bundleComprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement documentation, and product strategy development. Use when this capability is needed.
- ▌ Gh Release 5 · tomevault-io bundleAutomates version bumping in manifest.json and creating GitHub releases for Home Assistant custom components. Use when releasing a new version of a project.
- ▌ Terraform Infrastructure 4 · tomevault-io bundleTerraform is an Infrastructure as Code (IaC) tool that allows you to Use when this capability is needed.
- ▌ Data Visualization 7 · tomevault-io bundleCreate effective data visualizations with Python (matplotlib, seaborn, plotly). Use when building charts, choosing the right chart type for a dataset, creating publication-quality figures, or applying design principles like accessibility and color theory. Use when this capability is needed.
- ▌ Single Cell Rna Qc 2 · tomevault-io bundlePerforms quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive visualizations. Use when users request QC analysis, filtering low-quality cells, assessing data quality, or following scverse/scanpy best practices for single-cell analysis. Use when this capability is needed.
- ▌ Test Driven Development 35 · tomevault-io bundleUse when implementing any feature or bugfix, before writing implementation code
- ▌ Web Artifacts Builder 22 · tomevault-io bundleSuite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts. Use when this capability is needed.
- ▌ Complexity Analyzer 2 · tomevault-io bundleAnalyzes cyclomatic and cognitive complexity, identifies overly complex functions. Use when assessing code complexity or identifying functions that need simplification.
- ▌ Azure Database Migration 2 · tomevault-io bundleExpert knowledge for Azure Database Migration service development including troubleshooting, decision making, limits & quotas, security, integrations & coding patterns, and deployment. Use when planning Azure DMS migrations for MySQL, PostgreSQL, SQL Server/SSIS, SQL MI, or MongoDB workloads, and other Azure Database Migration service related development tasks. Not for Azure Migrate (use azure-migrate), Azure SQL Database (use azure-sql-database), Azure SQL Managed Instance (use azure-sql-managed-instance), SQL Server on Azure Virtual Machines (use azure-sql-virtual-machines). Use when this capability is needed.
- ▌ Plan 27 · tomevault-io bundleOrchestrate the /plan workflow to create or update the current plan artifact (autonamed by Cursor) as the design SSOT and implementation plan. Use when the user runs /plan, asks to create a plan, or wants to progress planning stages with validation and reviews. Use when this capability is needed.
- ▌ Git Workflow And Versioning 13 · tomevault-io bundleStructures git workflow practices. Use when making any code change. Use when committing, branching, resolving conflicts, or when you need to organize work across multiple parallel streams. Use when this capability is needed.
- ▌ Avoiding Testing Anti Patterns 2 · tomevault-io bundleUse when writing or changing tests, adding mocks, or tempted to add test-only methods to production code - prevents testing mock behavior, production pollution with test-only methods, and mocking without understanding dependencies
- ▌ Finishing A Development Branch 8 · tomevault-io bundleUse when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by verifying work is complete (tests, requirements, code review, TDD compliance) and presenting structured options for merge, PR, or cleanup
- ▌ Vue Tsc Skilld 2 · tomevault-io bundleALWAYS use when writing code importing \"vue-tsc\". Consult for debugging, best practices, or modifying vue-tsc, vue tsc, language-tools, language tools. Use when this capability is needed.
- ▌ Feature Flags 3 · tomevault-io bundleImplement feature flags for progressive feature rollout using LaunchDarkly, Unleash, or custom solutions. Control feature visibility, perform A/B testing, and enable trunk-based development. Use when implementing gradual rollouts, feature toggles, or experimentation platforms. Use when this capability is needed.
- ▌ Terraform AWS 2 · tomevault-io bundleProvision AWS infrastructure with Terraform. Create modules, manage state, and implement IaC best practices. Use when deploying AWS resources declaratively. Use when this capability is needed.
- ▌ Terraform GCP 4 · tomevault-io bundleProvision GCP infrastructure with Terraform. Configure providers and deploy Google Cloud resources. Use when implementing IaC for GCP. Use when this capability is needed.
- ▌ Scientific Documentation 2 · tomevault-io bundleGenerate comprehensive scientific research-style documentation for completed coding projects. Use when the user requests project documentation, a technical breakdown, a study paper, a lecture document, or wants to understand everything about a project they just built. Triggers include phrases like "document this project," "create a study paper," "explain everything we did," "write up the full breakdown," "scientific documentation," or "I want to learn from this project." Produces formal Word documents (.docx) with academic structure, beginner-friendly explanations, and exhaustive code analysis. Use when this capability is needed.
- ▌ Django Pro 12 · tomevault-io bundleMaster Django 5.x with async views, DRF, Celery, and Django Use when this capability is needed.
- ▌ Update Docs 28 · tomevault-io bundleUpdate documentation after commits. Syncs README, AGENTS.md, CHANGELOG, and docs/ with code changes. Use after commits or to analyze working tree changes. Use when this capability is needed.
- ▌ Glassmorphism 3 · tomevault-io bundleFrosted glass effect with translucent layers, subtle blur, and luminous borders for depth and modern elegance. Use when this capability is needed.
- ▌ Connectivity Usb Can 2 · tomevault-io bundleUSB and CAN connectivity for Zephyr RTOS. Covers USB device stack configuration (CDC ACM, HID, MSC), CAN controller integration, and professional USB-to-CAN adapter patterns including buffering and protocol packetization. Trigger when adding USB interfaces, implementing CAN bus communication, or building hardware diagnostic tools. Use when this capability is needed.
- ▌ CI CD And Automation 22 · tomevault-io bundleShift Left quality gates, CI pipeline design, feature flags for safe deployment. Use when this capability is needed.
- ▌ Tutorial 2 · tomevault-io bundleProvides interactive guided album creation for new users. Use when the user is new to the plugin or asks for a walkthrough of the album creation process.
- ▌ Test Driven Development 36 · tomevault-io bundleUse during any implementation work — new features, bug fixes, refactors, behavior changes. Enforces the RED-GREEN-REFACTOR cycle. No production code without a failing test first. Use when this capability is needed.
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- ▌ Code Review 313 · tomevault-io bundleReview code for bugs, security issues, performance, and best practices. Works with local changes, PRs, or specific files. Use when this capability is needed.
- ▌ MCP Builder 59 · tomevault-io bundleGuide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK). Use when this capability is needed.
- ▌ Docs Validator 2 · tomevault-io bundleDocumentation quality validator for Logseq Template Graph. Checks documentation completeness, accuracy, formatting, links, and consistency. Activates when asked to "validate docs", "check documentation", "audit docs quality", "find broken links", or similar requests. Provides actionable feedback and specific fixes for documentation issues. Use when this capability is needed.
- ▌ Content Generation 2 · tomevault-io bundleAI-powered document, image, and flowchart generation. Use this skill when generating images with fal.ai, creating flowcharts/diagrams, generating Google Docs, creating client proposals, converting markdown to PDF, or summarizing content. Triggers on image generation, diagram creation, document generation, or content formatting requests. Use when this capability is needed.
- ▌ Project Conventions 9 · tomevault-io bundleProject structure, git workflow, and environment configuration standards. Use this when organizing files, managing dependencies, setting environment variables, or following version control practices. Maintains consistency across the video generation service. Use when this capability is needed.
- ▌ Condition Based Waiting 7 · tomevault-io bundleThis skill should be used when dealing with "race conditions in tests", "Redis timing issues", "WebSocket connection timing", "async test failures", "flaky tests due to timing", "test synchronization problems", or when tests fail intermittently due to timing issues. Use when this capability is needed.
- ▌ Test Driven Development 37 · tomevault-io bundleThis skill should be used when the user asks to "implement TDD", "write tests first", "follow RED-GREEN-REFACTOR", "use test-driven development", "create failing tests", or mentions TDD workflow patterns. Use when this capability is needed.
- ▌ Init Project 7 · tomevault-io bundleScan the project and write a Stack Map to CLAUDE.md for /code-reviewer. Detects languages, frameworks, test commands. PEs (pe-go, pe-vue, pe-aws-infra) ship with the plugin. Use when this capability is needed.
- ▌ Dispatching Parallel Agents 10 · tomevault-io bundleUse when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
- ▌ Subagent Driven Development 21 · tomevault-io bundleUse when executing implementation plans with independent tasks in the current session
- ▌ Requesting Code Review 22 · tomevault-io bundleUse when completing tasks, implementing major features, or before merging to verify work meets requirements
- ▌ Testing 83 · tomevault-io bundleJest tests and coverage for datasync-asset-store-filesystem — use for test layout, pretest build, and coverage output. Use when this capability is needed.
- ▌ Adding Service Documentation 2 · tomevault-io bundleDocuments new Coolify one-click services by creating markdown pages in docs/services/, downloading logos to docs/public/images/services/, and updating List.vue catalog. Use when adding service documentation, creating service pages, onboarding services from templates/compose/, or updating the services catalog with new entries. Use when this capability is needed.
- ▌ CI CD Pipeline 20 · tomevault-io bundleDesign and implement production-grade CI/CD pipelines with GitHub Actions, layered testing strategies, secure deployment patterns, and environment management. Use when this capability is needed.
- ▌ Code Review Checklist 12 · tomevault-io bundleGenerate context-aware code review checklists from PR diffs — tailored to language, codebase patterns, and team standards. Identifies what reviewers should focus on. NOT for automated code Use when this capability is needed.
- ▌ Agent Coordination 5 · tomevault-io bundleCoordinate multiple specialized Skills and Task Agents through parallel, sequential, swarm, hybrid, or iterative execution strategies. Use when orchestrating multi-worker workflows, managing dependencies, or optimizing complex task execution with quality gates. Use when this capability is needed.
- ▌ Parallel Execution 5 · tomevault-io bundleExecute multiple independent tasks simultaneously using parallel agent coordination to maximize throughput. Use when tasks have no dependencies, results can be aggregated, and agents are available for concurrent work. Use when this capability is needed.
- ▌ Rust Async Testing 2 · tomevault-io bundleComprehensive async/tokio testing patterns for episodic memory operations. Use when writing tests for async functions, time-based operations, concurrent tasks, or tokio runtime management. Use when this capability is needed.
- ▌ LLM Wiki 3 · tomevault-io bundleInstantiate Andrej Karpathy's LLM Wiki knowledge-management pattern as a local Codex/Obsidian workflow. Use when the user asks to compile memories, raw sources, notes, research, agent sessions, or project conclusions into a persistent, interlinked Markdown wiki that compounds over time; also use when ingesting sources, querying a wiki, linting a wiki, or creating the AGENTS.md schema for a wiki. Use when this capability is needed.
- ▌ Documentation Lookup 15 · tomevault-io bundleResolve library/API behavior via Context7 MCP and primary vendor docs before writing code Use when this capability is needed.
- ▌ Database Engine Implementation 2 · tomevault-io bundleGuide for implementing database engines in IterableData. Use when adding support for new SQL or NoSQL databases, implementing DBDriver classes, or extending database capabilities. Use when this capability is needed.
- ▌ Unifi Protect Setup 2 · tomevault-io bundleConfigure the UniFi Protect MCP server for Claude Code, Codex, or OpenClaw — set NVR host, credentials, and permissions Use when this capability is needed.
- ▌ Obsidian Theme Dev 2 · tomevault-io bundleCSS/SCSS development patterns for Obsidian themes. Load when working with theme.css, SCSS variables, or CSS selectors. Use when this capability is needed.
- ▌ App Store Optimization 3 · tomevault-io bundleComplete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store Use when this capability is needed.
- ▌ Avalonia Layout Zafiro 2 · tomevault-io bundleGuidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy. Use when this capability is needed.
- ▌ Backend Dev Guidelines 12 · tomevault-io bundleComprehensive backend development guide for Node.js/Express/TypeScript microservices. Use when creating routes, controllers, services, repositories, middleware, or working with Express APIs, Prisma database access, Sentry error tracking, Zod validation, unifiedConfig, dependency injection, or async patterns. Covers layered architecture (routes → controllers → services → repositories), BaseController pattern, error handling, performance monitoring, testing strategies, and migration from legacy patterns. Use when this capability is needed.
- ▌ Clickhouse Io 4 · tomevault-io bundleClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads. Use when this capability is needed.
- ▌ Context7 Auto Research 4 · tomevault-io bundleAutomatically fetch latest library/framework documentation for Claude Code via Context7 API Use when this capability is needed.
- ▌ Labarchive Integration 2 · tomevault-io bundleElectronic lab notebook API integration. Access notebooks, manage entries/attachments, backup notebooks, integrate with Protocols.io/Jupyter/REDCap, for programmatic ELN workflows. Use when this capability is needed.
- ▌ Marketing Strategy Pmm 2 · tomevault-io bundleProduct marketing, positioning, GTM strategy, and competitive intelligence. Includes ICP definition, April Dunford positioning methodology, launch playbooks, competitive battlecards, and international market entry guides. Use when developing positioning, planning product launches, creating messaging, analyzing competitors, entering new markets, enabling sales, or when user mentions product marketing, positioning, GTM, go-to-market, competitive analysis, market entry, or sales enablement. Use when this capability is needed.
- ▌ N8n Node Configuration 5 · tomevault-io bundleOperation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node_essentials and get_node_info, or learning common configuration patterns by node type. Use when this capability is needed.
- ▌ Senior Computer Vision 3 · tomevault-io bundleWorld-class computer vision skill for image/video processing, object detection, segmentation, and visual AI systems. Expertise in PyTorch, OpenCV, YOLO, SAM, diffusion models, and vision transformers. Includes 3D vision, video analysis, real-time processing, and production deployment. Use when building vision AI systems, implementing object detection, training custom vision models, or optimizing inference pipelines. Use when this capability is needed.
- ▌ Senior Prompt Engineer 3 · tomevault-io bundleWorld-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development. Expertise in Claude, GPT-4, prompt design patterns, few-shot learning, chain-of-thought, and AI evaluation. Includes RAG optimization, agent design, and LLM system architecture. Use when building AI products, optimizing LLM performance, designing agentic systems, or implementing advanced prompting techniques. Use when this capability is needed.
- ▌ Terraform Infrastructure 8 · tomevault-io bundleTerraform Infrastructure Workflow workflow skill. Use this skill when the user needs Terraform infrastructure as code workflow for provisioning cloud resources, creating reusable modules, and managing infrastructure at scale and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off. Use when this capability is needed.
- ▌ Terraform Module Library 14 · tomevault-io bundleTerraform Module Library workflow skill. Use this skill when the user needs Production-ready Terraform module patterns for AWS, Azure, and GCP infrastructure and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off. Use when this capability is needed.
- ▌ Typescript Rules 4 · tomevault-io bundleTypeScript coding conventions Use when this capability is needed.
- ▌ Uv Package Management Assistant 2 · tomevault-io bundlepython's package managing Use when this capability is needed.
- ▌ Documentation Knowledge 2 · tomevault-io bundle技術ドキュメント作成・更新のための能力を提供する。Markdown形式を前提としており、*.mdファイル等では必ず守るべきルールである。 Use when this capability is needed.
- ▌ Wp Performance Review 2 · tomevault-io bundleWordPress performance code review and optimization analysis. Use when reviewing WordPress PHP code for performance issues, auditing themes/plugins for scalability, optimizing WP_Query, analyzing caching strategies, checking code before launch, or detecting anti-patterns, or when user mentions "performance review", "optimization audit", "slow WordPress", "slow queries", "high-traffic", "scale WordPress", "code review", "timeout", "500 error", "out of memory", or "site won't load". Detects anti-patterns in database queries, hooks, object caching, AJAX, and template loading. Use when this capability is needed.
- ▌ Langchain Architecture 16 · tomevault-io bundleDesign LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows. Use when this capability is needed.
- ▌ Dflow 2 · tomevault-io bundleComprehensive guide for building trading applications on Solana using DFlow's Swap API. Enables token swaps with optimal routing, lower slippage, and access to both spot markets and prediction markets. Use when this capability is needed.
- ▌ CLI Creator 3 · tomevault-io bundle创建高质量 Node.js CLI 工具的完整指南。当用户需要构建命令行工具时使用:(1)创建新的 CLI 项目,(2)选择合适的框架和依赖,(3)实现 CLI 功能,(4)配置测试和打包,(5)应用 CLI 最佳实践 Use when this capability is needed.
- ▌ Orchestrating Swarms 4 · tomevault-io bundleThis skill should be used when orchestrating multi-agent swarms using Claude Code's TeammateTool and Task system. It applies when coordinating multiple agents, running parallel code reviews, creating pipeline workflows with dependencies, building self-organizing task queues, or any task benefiting from divide-and-conquer patterns. Use when this capability is needed.
- ▌ Extract Kernel Definitions 2 · tomevault-io bundleExtract kernel schemas and definitions from SGLang model implementations with deduplication. Use when adding a new model, extracting GPU kernels (MLA, MoE, GQA, RMSNorm, GEMM), or generating Definition JSON files for flashinfer_trace. Use when this capability is needed.
- ▌ Architecture Decision Records 7 · tomevault-io bundleCapture architectural decisions made during Gemini Code sessions as structured ADRs. Auto-detects decision moments, records context, alternatives considered, and rationale. Maintains an ADR log so future developers understand why the codebase is shaped the way it is. Use when this capability is needed.
- ▌ Flutter Tester 3 · tomevault-io bundleUse when working with a comprehensive Flutter testing skill for creating, writing, and analyzing tests in any Flutter project. Provides guidance on test structure, mocking patterns, Riverpod testing, widget testing, and industry best practices for reliable, maintainable tests.
- ▌ Kubernetes Ops 6 · tomevault-io bundleDeep integration with Kubernetes clusters for deployments, debugging, and operations. Execute kubectl commands, analyze pod logs/events/resources, generate and validate manifests, and debug cluster issues. Use when this capability is needed.
- ▌ Playwright MCP 3 · tomevault-io bundleProgrammatic browser automation using Playwright MCP server. Use when building Claude Code tools or applications that need web automation, testing, scraping, or browser interaction. Provides structured accessibility-based automation without screenshots or vision models. Use when this capability is needed.
- ▌ Pytest Plugins 2 · tomevault-io bundleUse when pytest plugin ecosystem including pytest-cov, pytest-mock, and custom plugin development.
- ▌ Terraform Test 2 · tomevault-io bundleComprehensive guide for writing and running Terraform tests. Use when creating test files (.tftest.hcl), writing test scenarios with run blocks, validating infrastructure behavior with assertions, mocking providers and data sources, testing module outputs and resource configurations, or troubleshooting Terraform test syntax and execution. Terraform test is typically used when validating Terraform modules. Use when this capability is needed.
- ▌ Test Generator 14 · tomevault-io bundleUniversal test generation skill that works with any language or framework. Detects project conventions, generates unit/integration/API/validation tests, and evolves through learning. Use when user asks to "write tests", "create tests", "generate tests", "add test coverage", "test this function/class/component", or any testing-related request. Supports JavaScript, TypeScript, Python, PHP, Go, Java, Ruby, Rust, C#, and more. Use when this capability is needed.
- ▌ Azure Language Service 2 · tomevault-io bundleExpert knowledge for Azure AI Language development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building CLU apps, custom NER/classification, CQA, sentiment/summarization, or PII/key phrase pipelines, and other Azure AI Language related development tasks. Not for Azure AI Search (use azure-cognitive-search), Azure AI Document Intelligence (use azure-document-intelligence), Azure AI Speech (use azure-speech), Azure Translator (use azure-translator). Use when this capability is needed.
- ▌ Beads Schema 2 · tomevault-io bundleBeads (bd CLI) reference — issue types, statuses, priorities, dependencies, and common commands Use when this capability is needed.
- ▌ Code Exemplars Blueprint Generator 4 · tomevault-io bundleTechnology-agnostic prompt generator that creates customizable AI prompts for scanning codebases and identifying high-quality code exemplars. Supports multiple programming languages (.NET, Java, JavaScript, TypeScript, React, Angular, Python) with configurable analysis depth, categorization methods, and documentation formats to establish coding standards and maintain consistency across development teams. Use when this capability is needed.
- ▌ Tailwind CSS Patterns 4 · tomevault-io bundleProvides comprehensive Tailwind CSS utility-first styling patterns including responsive design, layout utilities, flexbox, grid, spacing, typography, colors, and modern CSS best practices. Use when styling React/Vue/Svelte components, building responsive layouts, implementing design systems, or optimizing CSS workflow.
- ▌ Kubernetes Security 6 · tomevault-io bundleHarden a Kubernetes cluster's data plane and control plane. Covers Pod Security Standards (Restricted, Baseline, Privileged), RBAC with least privilege, NetworkPolicy default-deny, secrets management without raw env vars, admission controllers (Kyverno, OPA Gatekeeper), image scanning, and audit logging. Invoke when provisioning a new cluster, inheriting one, or before adding a new tenant to a shared cluster. Use when this capability is needed.
- ▌ Bio Machine Learning Omics Classifiers 3 · tomevault-io bundleBuilds classification models for omics data using RandomForest, XGBoost, and logistic regression with sklearn-compatible APIs. Includes proper preprocessing and evaluation metrics for biomarker classifiers. Use when building diagnostic or prognostic classifiers from expression or variant data.
- ▌ Bio Machine Learning Survival Analysis 3 · tomevault-io bundleAnalyzes time-to-event data using Kaplan-Meier curves, log-rank tests, and Cox proportional hazards regression with lifelines. Builds survival models from clinical and omics features. Use when predicting patient survival or modeling time-to-event outcomes.
- ▌ Performance Review 4 · tomevault-io bundlePerform a performance-focused review to identify scalability and efficiency issues. Use when reviewing code for performance. Use when this capability is needed.
- ▌ Reverse Engineering 3 · tomevault-io bundleThis skill comprehensively analyzes existing codebases and extracts specifications, feature documentation, and technical documentation to serve as a foundation for modernization efforts. Use when this capability is needed.
- ▌ Design System Context 2 · tomevault-io bundleManaging design tokens and system context for LLM-driven UI development. Covers loading, persisting, and optimizing design decisions within context windows. Use when this capability is needed.
- ▌ Workflow Orchestration Patterns 3 · tomevault-io bundleDesign durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running processes, distributed transactions, or microservice orchestration. Use when this capability is needed.
- ▌ Agent Native Architecture 4 · tomevault-io bundleBuild AI agents on Cloudflare's edge using prompt-native architecture where features are defined in prompts, not code. Use when creating autonomous agents with Durable Objects, designing Workers services, implementing self-modifying systems, or adopting the "trust the agent's intelligence" philosophy on the edge. Use when this capability is needed.