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1. ▌
   Documentation Generation 8 · tomevault-io bundle

   Effective technical documentation strategies, API docs, README patterns, and doc generation workflows Use when this capability is needed.
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2. ▌
   Feature Lifecycle 2 · tomevault-io bundle

   End-to-end autonomous feature implementation from plan to merged PR. Use when implementing a complete feature, bug fix, or refactor from a spec, GitHub issue, or description. Use when this capability is needed.
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3. ▌
   Marketing Demand Acquisition 9 · tomevault-io bundle

   Multi-channel demand generation, paid media optimization, SEO strategy, and partnership programs for Series A+ startups Use when this capability is needed.
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4. ▌
   Quality Manager Qms Iso13485 3 · tomevault-io bundle

   ISO 13485 Quality Management System implementation and maintenance for medical device organizations. Provides QMS design, documentation control, internal auditing, CAPA management, and certification support. Use when this capability is needed.
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5. ▌
   Prompt Engineering Patterns 8 · tomevault-io bundle

   Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production prompt templates. Use when this capability is needed.
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6. ▌
   Magicblock 3 · tomevault-io bundle

   Use when working with a comprehensive guide for building high-performance Solana applications with MagicBlock Ephemeral Rollups - enabling sub-10ms latency and gasless transactions.
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7. ▌
   Solana Kit 3 · tomevault-io bundle

   Use when working with a comprehensive guide for building Solana applications with `@solana/kit` - the modern, tree-shakeable, zero-dependency JavaScript SDK from Anza.
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8. ▌
   Vulnhunter 2 · tomevault-io bundle

   Use when working with a comprehensive security audit skill for identifying dangerous APIs, footgun patterns, error-prone configurations, and hunting for vulnerability variants across codebases. Inspired by Trail of Bits' sharp-edges and variant-analysis methodologies.
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9. ▌
   Agent Native Architecture 5 · tomevault-io bundle

   Build applications where agents are first-class citizens. Use this skill when designing autonomous agents, creating MCP tools, implementing self-modifying systems, or building apps where features are outcomes achieved by agents operating in a loop. Use when this capability is needed.
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10. ▌
    Git Workflow Policy 2 · tomevault-io bundle

    Git workflow policies including commit rules and worktree cleanup sequence. Use when managing git operations, commits, or merges. Use when this capability is needed.
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11. ▌
    React Native Skills 4 · tomevault-io bundle

    React Native and Expo best practices for building performant mobile apps. Use when building React Native components, optimizing list performance, implementing animations, or working with native modules. Triggers on tasks involving React Native, Expo, mobile performance, or native platform APIs. Use when this capability is needed.
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12. ▌
    Design Extraction 2 · tomevault-io bundle

    This skill should be used when the user asks about Storybook, design systems, UI components, extracting HTML, or building interfaces using existing components. Activates for component listing, HTML extraction, theme analysis, or UI assembly. Use when this capability is needed.
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13. ▌
    Component Development 4 · tomevault-io bundle

    Provides a step-by-step workflow for creating Blazor components that emulate ASP.NET Web Forms controls in the BlazorWebFormsComponents library. Covers base class selection (BaseWebFormsComponent, BaseStyledComponent, DataBoundComponent, BaseValidator), Web Forms property and event naming conventions, Playwright integration testing setup, and the complete checklist from component creation through documentation and navigation updates. Use when implementing a new BWFC component, choosing the correct base class for a control type, adding unit or integration tests, or extending an existing component with new Web Forms property support.
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14. ▌
    Internationalizing Websites 4 · tomevault-io bundle

    Adds multi-language support to Next.js websites with proper SEO configuration including hreflang tags, localized sitemaps, and language-specific content. Use when adding new languages, setting up i18n, optimizing for international SEO, or when user mentions localization, translation, multi-language, or specific languages like Japanese, Korean, Chinese. Use when this capability is needed.
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15. ▌
    Marketing Demand Acquisition 10 · tomevault-io bundle

    Creates demand generation campaigns, optimizes paid ad spend across LinkedIn, Google, and Meta, develops SEO strategies, and structures partnership programs for Series A+ startups scaling internationally. Use when planning marketing strategy, growth marketing, advertising campaigns, PPC optimization, lead generation, pipeline generation, or startup marketing budgets. Covers multi-channel acquisition (Google Ads, LinkedIn Ads, Meta Ads), CAC analysis, MQL/SQL workflows, attribution modeling, technical SEO, and co-marketing partnerships for hybrid PLG/Sales-Led motions in EU/US/Canada markets.
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16. ▌
    Architecture Design 8 · tomevault-io bundle

    アーキテクチャ設計書を作成するための詳細ガイドとテンプレート。アーキテクチャ設計時にのみ使用。 Use when this capability is needed.
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17. ▌
    Convex Performance Audit 6 · tomevault-io bundle

    Audits and optimizes Convex application performance across hot-path reads, write contention, subscription cost, and function limits. Use this skill when a Convex feature is slow or expensive, npx convex insights shows high bytes or documents read, OCC conflict errors or mutation retries appear, subscriptions or UI updates are costly, functions hit execution or transaction limits, or the user mentions performance, latency, read amplification, or invalidation problems in a Convex app. Use when this capability is needed.
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18. ▌
    Unit Test Mapper Converter 2 · tomevault-io bundle

    Provides patterns for unit testing mappers, converters, and bean mappings. Validates entity-to-DTO and model transformation logic in isolation. Generates executable mapping tests with MapStruct and custom converter test coverage. Use when writing mapping tests, converter tests, entity mapping tests, or ensuring correct data transformation between DTOs and domain objects.
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19. ▌
    Bio Machine Learning Prediction Explanation 2 · tomevault-io bundle

    Explains machine learning predictions on omics data using SHAP values and LIME for feature attribution. Identifies which genes or features drive classifier decisions. Use when interpreting biomarker classifiers or understanding model predictions. Use when this capability is needed.
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20. ▌
    Performance Optimization 19 · tomevault-io bundle

    Node.js/TypeScript API performance, MCP protocol optimization, European Parliament API caching, async operations, and memory efficiency Use when this capability is needed.
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21. ▌
    Github Issue Solver 4 · tomevault-io bundle

    Accept a GitHub issue URL or issue details, create a comprehensive plan (in plan mode - shows plan first), then implement the solution including tests and documentation, create/update release notes for Home Assistant users, and update the README roadmap for new features. Use when the user provides a GitHub issue or asks to solve an issue. ALWAYS presents the plan first and waits for user approval before implementing. Use when this capability is needed.
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22. ▌
    Worktree 11 · tomevault-io bundle

    Create an isolated git worktree for feature development with automatic setup. Use when starting work on a new feature branch to get a clean, fully-configured workspace without polluting your main checkout. Use when this capability is needed.
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23. ▌
    Developer Growth Analysis 3 · tomevault-io bundle

    This skill provides personalized feedback on your recent coding work by Use when this capability is needed.
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24. ▌
    Apify Actorization 3 · tomevault-io bundle

    Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context manager), or any language (CLI wrapper). Us... Use when this capability is needed.
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25. ▌
    Plugin Creator 6 · tomevault-io bundle

    Automatically creates new Claude Code plugins with proper structure, validation, and marketplace integration when user mentions creating a plugin, new plugin, or plugin from template. Specific to claude-code-plugins repository workflow. Use when this capability is needed.
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26. ▌
    Subagent Driven Development 35 · tomevault-io bundle

    Use when executing implementation plans with independent tasks in the current session
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27. ▌
    Data Quality Frameworks 4 · tomevault-io bundle

    Specialist in data quality validation frameworks—Great Expectations, dbt tests, data contracts. Builds comprehensive data quality gates into pipelines for reliability and trust. Use when this capability is needed.
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28. ▌
    Product Manager Toolkit 7 · tomevault-io bundle

    Comprehensive toolkit for product managers including RICE prioritization, customer discovery, PRD templates, metrics frameworks, and go-to-market strategies. Use when prioritizing features, conducting customer research, defining requirements, or tracking product success. Use when this capability is needed.
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29. ▌
    Rust Async Patterns 10 · tomevault-io bundle

    Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code. Use when this capability is needed.
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30. ▌
    Career Ops 2 · tomevault-io bundle

    AI job search command center -- evaluate offers, generate CVs, scan portals, track applications Use when this capability is needed.
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31. ▌
    Cross Platform Build Expert 2 · tomevault-io bundle

    Expert in building desktop applications for Windows, macOS, and Linux with focus on platform-specific configurations, code signing, and distribution requirements Use when this capability is needed.
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32. ▌
    Subagent Driven Development 36 · tomevault-io bundle

    Use when executing implementation plans with independent tasks in the current session
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33. ▌
    Documentation Generation 9 · tomevault-io bundle

    Use for generating and synchronizing Tiny Swarm World documentation. Use when this capability is needed.
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34. ▌
    Competitive Analysis 7 · tomevault-io bundle

    Competitive Analysis
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35. ▌
    Testing With Playwright 2 · tomevault-io bundle

    Provides Playwright MCP testing workflow for the web application. Use when testing UI changes, verifying chat functionality, debugging frontend issues, or validating state transitions in the browser.
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36. ▌
    Database Migrations SQL Migrations 2 · tomevault-io bundle

    SQL database migrations with zero-downtime strategies for Use when this capability is needed.
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37. ▌
    Documentation Lookup 19 · tomevault-io bundle

    Use up-to-date library and framework docs via Context7 MCP instead of training data. Activates for setup questions, API references, code examples, or when the user names a framework (e.g. React, Next.js, Prisma). Use when this capability is needed.
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38. ▌
    Evaluation 8 · tomevault-io bundle

    This skill should be used when the user asks to "evaluate agent performance", "build test framework", "measure agent quality", "create evaluation rubrics", or mentions LLM-as-judge, multi-dimensional evaluation, agent testing, or quality gates for agent pipelines. Use when this capability is needed.
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39. ▌
    Managing Astro Local Env 3 · tomevault-io bundle

    Manage local Airflow environment with Astro CLI. Use when the user wants to start, stop, or restart Airflow, view logs, troubleshoot containers, or fix environment issues. For project setup, see setting-up-astro-project. Use when this capability is needed.
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40. ▌
    Migrating Airflow 2 To 3 2 · tomevault-io bundle

    Guide for migrating Apache Airflow 2.x projects to Airflow 3.x. Use when the user mentions Airflow 3 migration, upgrade, compatibility issues, breaking changes, or wants to modernize their Airflow codebase. Use when this capability is needed.
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41. ▌
    Terraform Infrastructure 10 · tomevault-io bundle

    Terraform infrastructure as code workflow for provisioning cloud resources, creating reusable modules, and managing infrastructure at scale. Use when this capability is needed.
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42. ▌
    Terraform Module Library 18 · tomevault-io bundle

    Production-ready Terraform module patterns for AWS, Azure, and GCP infrastructure. Use when this capability is needed.
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43. ▌
    Dataforseo 2 · tomevault-io bundle

    Complete DataForSEO API integration for SEO data and analysis. Use when the user asks for keyword research, search volume, SERP analysis, backlink audits, competitor analysis, rank tracking, domain authority, technical SEO audits, content monitoring, Google Trends, or any SEO-related data queries. Covers all DataForSEO APIs including SERP, Keywords Data, DataForSEO Labs, Backlinks, OnPage, Domain Analytics, Content Analysis, Business Data, Merchant, App Data, and AI Optimization APIs. Outputs CSV files. Use when this capability is needed.
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44. ▌
    Typescript Language Patterns 5 · tomevault-io bundle

    Modern TypeScript standards for type safety and maintainability. Use when working with types, interfaces, generics, enums, unions, or tsconfig settings. Use when this capability is needed.
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45. ▌
    Continuous Learning V2 9 · tomevault-io bundle

    Pattern extraction and skill promotion from session data. Detects repeated patterns and creates draft skills for user approval. Use when this capability is needed.
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46. ▌
    Hunt Research System And Tradecraft 2 · tomevault-io bundle

    Research system internals and adversary tradecraft to ground a threat hunt in real system behavior and realistic abuse patterns. Use this skill at the start of hunt planning, when you are given a high-level hunt topic but lack a clear understanding of how the system normally operates or how adversaries are known to abuse it. This skill informs early hunt direction by producing candidate abuse patterns, key assumptions, and cited sources, and should be used before defining a concrete hunt hypothesis or selecting data sources. Use when this capability is needed.
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47. ▌
    Architecture Decision 2 · tomevault-io bundle

    创建架构决策记录（Architecture Decision Record, ADR），记录重大技术决策及其背景、备选方案和影响后果。每个重大技术选择都应有对应的 ADR。 Use when this capability is needed.
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48. ▌
    Cicd Pipeline Qe Orchestrator 2 · tomevault-io bundle

    Orchestrate quality engineering across CI/CD pipeline phases. Use when designing test strategies, planning quality gates, or implementing shift-left/shift-right testing. Use when this capability is needed.
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49. ▌
    Code Review Quality 3 · tomevault-io bundle

    Conduct context-driven code reviews focusing on quality, testability, and maintainability. Use when reviewing code, providing feedback, or establishing review practices. Use when this capability is needed.
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50. ▌
    Performance Testing 4 · tomevault-io bundle

    Test application performance, scalability, and resilience. Use when planning load testing, stress testing, or optimizing system performance. Use when this capability is needed.
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51. ▌
    Testability Scoring 3 · tomevault-io bundle

    AI-powered testability assessment using 10 principles of intrinsic testability with Playwright. Evaluates web applications against Observability, Controllability, Algorithmic Simplicity, Transparency, Stability, Explainability, Unbugginess, Smallness, Decomposability, and Similarity. Use when assessing software testability, evaluating test readiness, identifying testability improvements, or generating testability reports. Use when this capability is needed.
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52. ▌
    Orchestration 8 · tomevault-io bundle

    Orchestrates the entire NWB conversion workflow through conversational interaction with users Use when this capability is needed.
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53. ▌
    Skill Creator 263 · tomevault-io bundle

    Use this skill to create new Agent Skills for GitHub Copilot. It guides you through the process of setting up the directory structure and the SKILL.md file.
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54. ▌
    Terraform 40 · tomevault-io bundle

    Validador de Terraform/Infrastructure as Code. Revisar configuraciones de infraestructura, detectar problemas de seguridad, optimizar costos, validar best practices de AWS/GCP/Azure. Use when this capability is needed.
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55. ▌
    Rust Async Patterns 11 · tomevault-io bundle

    Master Rust async programming with Tokio, async traits, error handling, Use when this capability is needed.
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56. ▌
    Verification Before Completion 25 · tomevault-io bundle

    Run verification commands before claiming work is complete or fixed. Use before asserting any task is done, bug is fixed, tests pass, or feature works. Use when this capability is needed.
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57. ▌
    Suggest Awesome Github Copilot Instructions 3 · tomevault-io bundle

    Suggest relevant GitHub Copilot instruction files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing instructions in this repository, and identifying outdated instructions that need updates. Use when this capability is needed.
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58. ▌
    Next Best Practices 47 · tomevault-io bundle

    Next.js best practices - file conventions, RSC boundaries, data patterns, async APIs, metadata, error handling, route handlers, image/font optimization, bundling Use when this capability is needed.
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59. ▌
    Code Review 319 · tomevault-io bundle

    Systematic multi-perspective code review with consistent quality gates. Use when this capability is needed.
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60. ▌
    React Hooks 6 · tomevault-io bundle

    Resolves React hook violations (rules of hooks, useEffect dependencies, hook ordering). Use when this capability is needed.
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61. ▌
    MCP Server Builder 7 · tomevault-io bundle

    Design and implement Model Context Protocol (MCP) servers that expose any REST API, database, or service as structured tools for Claude and other LLMs. Covers both FastMCP (Python) and the TypeScript MCP SDK, with patterns for reading OpenAPI/Swagger specs, generating tool definitions, handling auth, errors, and testing. Use when this capability is needed.
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62. ▌
    Terraform Engineer 8 · tomevault-io bundle

    用于 Terraform 基础设施即代码（IaC）设计、模块化管理和状态管理。来源：HashiCorp 官方 + skills.sh。 Use when this capability is needed.
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63. ▌
    Dbt Projects Snowflake Setup 2 · tomevault-io bundle

    Complete step-by-step guide for setting up dbt Projects on Snowflake from beginning to end. Use when this capability is needed.
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64. ▌
    Weather Svg Creator 2 · tomevault-io bundle

    Use this skill to render a weather SVG card and a Markdown summary after the weather-agent returns a temperature payload. Activate whenever the user asks for a weather card, weather graphic, or wants the output of /weather-orchestrator rendered to disk.
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65. ▌
    Agent Framework Azure AI Py 2 · tomevault-io bundle

    Build persistent agents on Azure AI Foundry using the Microsoft Agent Framework Python SDK. Use when this capability is needed.
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66. ▌
    Azure AI Contentsafety Java 2 · tomevault-io bundle

    Build content moderation applications using the Azure AI Content Safety SDK for Java. Use when this capability is needed.
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67. ▌
    Azure Appconfiguration Java 2 · tomevault-io bundle

    Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots. Use when this capability is needed.
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68. ▌
    Azure Mgmt Apicenter Dotnet 2 · tomevault-io bundle

    Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery. Use when this capability is needed.
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69. ▌
    Azure Mgmt Apimanagement Py 2 · tomevault-io bundle

    Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies. Use when this capability is needed.
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70. ▌
    Azure Storage File Share Py 2 · tomevault-io bundle

    Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud. Use when this capability is needed.
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71. ▌
    Azure Storage File Share TS 2 · tomevault-io bundle

    Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-share) for SMB file share operations. Use when this capability is needed.
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72. ▌
    Codebase Cleanup Deps Audit 2 · tomevault-io bundle

    You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues, outdated packages, and provide actionable remediation strategies. Use when this capability is needed.
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73. ▌
    Dbt Transformation Patterns 3 · tomevault-io bundle

    Production-ready patterns for dbt (data build tool) including model organization, testing strategies, documentation, and incremental processing. Use when this capability is needed.
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74. ▌
    Git Pr Workflows Pr Enhance 2 · tomevault-io bundle

    You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensu Use when this capability is needed.
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75. ▌
    Javascript Testing Patterns 7 · tomevault-io bundle

    Comprehensive guide for implementing robust testing strategies in JavaScript/TypeScript applications using modern testing frameworks and best practices. Use when this capability is needed.
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76. ▌
    Prompt Engineering Patterns 9 · tomevault-io bundle

    Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability. Use when this capability is needed.
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77. ▌
    React Component Performance 3 · tomevault-io bundle

    Diagnose slow React components and suggest targeted performance fixes. Use when this capability is needed.
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78. ▌
    Voice AI Engine Development 2 · tomevault-io bundle

    Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support Use when this capability is needed.
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79. ▌
    Ask Questions If Underspecified 3 · tomevault-io bundle

    Clarify requirements before implementing. Do not use automatically, only when invoked explicitly. Use when this capability is needed.
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80. ▌
    Component Patterns 4 · tomevault-io bundle

    React component patterns with Ark UI, forwardRef, and TypeScript for the design system Use when this capability is needed.
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81. ▌
    Figma To Component 2 · tomevault-io bundle

    Interpret Figma design exports and build matching components using design system tokens Use when this capability is needed.
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82. ▌
    Chaos Engineering 3 · tomevault-io bundle

    Designs resilience tests and fault injection scenarios for Azure applications using Azure Chaos Studio. Use when users want to create chaos experiments, analyze failure modes, test system resilience, or implement fault injection testing. Use when this capability is needed.
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83. ▌
    Architect 21 · tomevault-io bundle

    architect agent Use when this capability is needed.
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84. ▌
    Layer 08 Data Store 2 · tomevault-io bundle

    Expert knowledge for Data Store Layer modeling in Documentation Robotics Use when this capability is needed.
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85. ▌
    Bio Machine Learning Model Validation 3 · tomevault-io bundle

    Implements nested cross-validation and stratified splits for unbiased model evaluation on biomedical datasets. Prevents data leakage and overfitting in biomarker discovery. Use when validating classifiers or optimizing hyperparameters on omics data. Use when this capability is needed.
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86. ▌
    GRAPHQL Schema Design 3 · tomevault-io bundle

    Use when reviewing GraphQL schema design, resolver architecture, data loading strategy, and API gateway patterns.
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87. ▌
    Optimize Frontend Performance 2 · tomevault-io bundle

    Optimize frontend performance through measurement-driven improvements (render optimization, code splitting, caching, virtualization). Use when this capability is needed.
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88. ▌
    Implement Agent Teams 2 · tomevault-io bundle

    Set up and validate Claude agent team configurations, collaboration flows, and operator guidance for team-based execution. Use when this capability is needed.
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89. ▌
    Implementing Network Policies For Kubernetes 3 · tomevault-io bundle

    Kubernetes NetworkPolicies provide pod-level network segmentation by defining ingress and egress rules that control Use when this capability is needed.
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90. ▌
    Continuous Learning 11 · tomevault-io bundle

    Pattern extraction and skill generation for mobile development sessions. Automatically learns from your coding patterns. Use when this capability is needed.
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91. ▌
    AWS Solution Architect 3 · tomevault-io bundle

    Expert AWS solution architecture for startups focusing on serverless, scalable, and cost-effective cloud infrastructure with modern DevOps practices and infrastructure-as-code Use when this capability is needed.
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92. ▌
    Requirements 3 · tomevault-io bundle

    This skill should be used when the user asks about "Effect services", "dependency injection", "Effect.Tag", "Context.Tag", "Layer", "Effect.provide", "Effect.provideService", "service implementation", "managing dependencies", "Layer.succeed", "Layer.effect", "Layer.scoped", "composing layers", "Layer.merge", "Layer.provide", "default services", "layer memoization", "testability", "test layers", "mock services", or needs to understand how Effect handles the Requirements (R) type parameter. Use when this capability is needed.
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93. ▌
    Architecture Decision Records 9 · tomevault-io bundle

    Use when documenting architectural decisions, comparing technology options, or recording rationale for framework choices.
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94. ▌
    CI CD Pipeline Builder 13 · tomevault-io bundle

    CI/CD Pipeline Builder Use when this capability is needed.
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95. ▌
    Requesting Code Review 26 · tomevault-io bundle

    Use when code review is needed - after each task in subagent-driven development, before merging to main, or after completing major features
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96. ▌
    Run Tests 21 · tomevault-io bundle

    Run tests for the Nomos provider project with comprehensive coverage reporting. Use this when asked to run tests, check code quality, or verify test coverage. Use when this capability is needed.
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97. ▌
    Git Workflow 209 · tomevault-io bundle

    Git operations, branching strategies, commit conventions, and repository management. Use when working with version control, creating branches, writing commits, or resolving merge conflicts. Use when this capability is needed.
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98. ▌
    Doc Coauthoring 16 · tomevault-io bundle

    Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks. Use when this capability is needed.
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99. ▌
    Architectural Proposals 3 · tomevault-io bundle

    Create proposal in docs/proposals/ with structured format Use when this capability is needed.
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100. ▌
     Code Generation 4 · tomevault-io bundle

     Generate Terraform from parameterized templates when adding a capability to an existing project. Do not use for studying or reading blueprint code—use MCP fetch_blueprint_file instead. Use when this capability is needed.
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