tomevault-io
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- ▌ Code Review 284 · tomevault-io bundleUse when receiving code review feedback (especially if unclear or technically questionable), when completing tasks or major features requiring review before proceeding, or before making any completion/success claims. Covers three practices - receiving feedback with technical rigor over performative agreement, requesting reviews via code-reviewer subagent, and verification gates requiring evidence before any status claims. Essential for subagent-driven development, pull requests, and preventing false completion claims.
- ▌ MCP Builder 52 · 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.
- ▌ Gtars 3 · tomevault-io bundleHigh-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage tracks, overlap detection, tokenization for ML models, or fragment analysis in computational genomics and machine learning applications. Use when this capability is needed.
- ▌ Vue Best Practices 16 · tomevault-io bundleMUST be used for Vue.js tasks. Strongly recommends Composition API with `<script setup>` and TypeScript as the standard approach. Covers Vue 3, SSR, Volar, vue-tsc. Load for any Vue, .vue files, Vue Router, Pinia, or Vite with Vue work. ALWAYS use Composition API unless the project explicitly requires Options API. Use when this capability is needed.
- ▌ AI Agents 4 · tomevault-io bundleProduction AI agent patterns covering MCP, RAG, guardrails, observability, and ROI. Use when designing or evaluating agent systems. Use when this capability is needed.
- ▌ Sync 3 · tomevault-io bundleShare project memory across devices AND across AI tools (Claude Code, Cursor, Codex, Roo, Cline, Aider, Windsurf) — git-native, no SaaS, no lock-in. Use when this capability is needed.
- ▌ Copilot Init 3 · tomevault-io bundleBootstrap Copilot guidance for any repository by creating or updating `.github/workflows/copilot-setup-steps.yml`, focused lint/check/test workflows, `.github/instructions/*.instructions.md`, and `.github/skills/*/SKILL.md`. Use when asked to initialize Copilot guidance, scaffold repo instructions or skills, create or update `copilot-setup-steps`, or add Copilot-facing validation workflows. Use when this capability is needed.
- ▌ Web Design Guidelines 15 · tomevault-io bundleReview UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices". Use when this capability is needed.
- ▌ Markitdown 3 · tomevault-io bundle将文件和办公文档转换为 Markdown。支持 PDF、DOCX、PPTX、XLSX、图片(含 OCR)、音频(含转录)、HTML、CSV、JSON、XML、ZIP、YouTube 链接、EPub 等多种格式。 Use when this capability is needed.
- ▌ Build AI Agent 2 · tomevault-io bundleFunnel workflow for going from "I want an agent that does X" to a deployed, evaluated, cost-monitored agent. Runs through nine phases starting with the is-this-task-agent-appropriate check (agent-project-development), then prompt design with eval criteria first (prompt-engineering), tool design and consolidation (tool-design), architecture selection for multi-step work (multi-agent-patterns), persistence decisions (memory-systems), context-window management (context-optimization), evaluation pipeline construction (agent-evaluation), deployment (hosted-agents), and ongoing cost and quality monitoring (cloud-finops + agent-evaluation). Use when you're starting a new agent project and want to avoid the common failure modes. NOT for one-shot prompts — use prompt-engineering directly for those. Use when this capability is needed.
- ▌ Rust Ownership 2 · tomevault-io bundleGuide for Rust ownership, borrowing, and lifetimes. Use when working with ownership rules, move semantics, borrowing, slices, or lifetime annotations. Use when this capability is needed.
- ▌ Vue Jsx Best Practices 2 · tomevault-io bundleJSX syntax in Vue (e.g., class vs className, JSX plugin config). Use when this capability is needed.
- ▌ Code Quality 18 · tomevault-io bundleRun code quality checks for Laravel Spectrum (PHPStan, Laravel Pint, PHPUnit). Use when user mentions "lint", "format", "code quality", "PR準備", "コミット前チェック", or before creating commits/PRs. Also use after writing significant code changes. Use when this capability is needed.
- ▌ Frontend Design 73 · tomevault-io bundleCreate distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics. Use when this capability is needed.
- ▌ Valid Skill 8 · tomevault-io bundleUse when working with a valid skill for testing with proper structure and content
- ▌ Tavily Best Practices 2 · tomevault-io bundleBuild production-ready Tavily integrations with best practices baked in. Reference documentation for developers using coding assistants (Claude Code, Cursor, etc.) to implement web search, content extraction, crawling, and research in agentic workflows, RAG systems, or autonomous agents. Use when this capability is needed.
- ▌ Deep Research 11 · tomevault-io bundleGate 3 - Web search, document analysis, reference class, gather evidence Use when this capability is needed.
- ▌ Git Workflow 134 · tomevault-io bundleGit branching strategy and versioning workflow. Use when creating branches, PRs, or releasing versions. Use when this capability is needed.
- ▌ Tdd Workflow 13 · tomevault-io bundleTest-Driven Development workflow. Use when implementing new features with tests first. Activated by "TDD", "test first", "write tests". Use when this capability is needed.
- ▌ Add Plugin 2 · tomevault-io bundleUse this skill when the user wants to add, refactor, or generalize a `agentpay <plugin>` integration like Bitrefill. Follow the shared plugin registration path under `src/plugins`, keep plugin-specific API or scraping code under `src/lib/<plugin>` or `src/lib/<plugin>/`, reuse the existing Rust daemon signing and policy path through the shared CLI plugin context instead of reimplementing signing, and add focused CLI tests for the new plugin.
- ▌ Project Setup 2 · tomevault-io bundleInitialize new projects with proper structure, documentation, and configuration. Use when setting up new repositories or project scaffolding. Use when this capability is needed.
- ▌ Skill Creator 173 · tomevault-io bundleGuide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations. Use when this capability is needed.
- ▌ Langchain Architecture 2 · tomevault-io bundleDesign LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows. Use when this capability is needed.
- ▌ React State Management 2 · tomevault-io bundleMaster modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions. Use when this capability is needed.
- ▌ Tailwind Design System 2 · tomevault-io bundleBuild scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI patterns. Use when this capability is needed.
- ▌ Architect 16 · tomevault-io bundleDesign system and security architecture. Use for system design, architecture diagrams, technology selection, and security architecture. Use when this capability is needed.
- ▌ Ask User Question 2 · tomevault-io bundleAsk users questions via the UI. Use when you need clarification, user preferences, or confirmation before proceeding. The user CANNOT see CLI output - this tool is the ONLY way to communicate with them. Use when this capability is needed.
- ▌ Clean Code 8 · tomevault-io bundleUse when working with the Foundation Skill. LLM Firewall + 2025 Security + Cross-Skill Coordination. Use for ALL code output - prevents hallucinations, enforces security, ensures quality.
- ▌ Database 8 · tomevault-io bundleGuidelines for schema design, migrations, queries, data modeling, indexing, and data integrity Use when this capability is needed.
- ▌ Vue Best Practices 17 · tomevault-io bundleVue 3 and Vue.js best practices for TypeScript, vue-tsc, and Volar. This skill should be used when writing, reviewing, or refactoring Vue components to ensure correct typing patterns. Triggers on tasks involving Vue components, props extraction, wrapper components, template type checking, or Volar configuration. Use when this capability is needed.
- ▌ Autopilot 2 · tomevault-io bundleFull autonomous execution from idea to working code Use when this capability is needed.
- ▌ MCP Setup 5 · tomevault-io bundleConfigure popular MCP servers for enhanced agent capabilities Use when this capability is needed.
- ▌ Code Reviewer 43 · tomevault-io bundleLanguage-agnostic code review. Checks correctness, security, and consistency with project conventions. Triggers on "review this", "review [file]", "check this code", "code review". Use when this capability is needed.
- ▌ Interview 3 · tomevault-io bundleC++面试八股文辅导,模拟面试官角色,针对用户提出的技术问题进行引导式教学,支持三个深度级别的扩展 Use when this capability is needed.
- ▌ Documentation 65 · tomevault-io bundleDocumentation standards for README.md and AGENTS.md files - tone, structure, thin AGENTS.md philosophy Use when this capability is needed.
- ▌ Fastapi Expert 7 · tomevault-io bundleUse when building high-performance async Python APIs with FastAPI and Pydantic V2. Invoke for async SQLAlchemy, JWT authentication, WebSockets, OpenAPI documentation.
- ▌ Flutter Expert 6 · tomevault-io bundleUse when building cross-platform applications with Flutter 3+ and Dart. Invoke for widget development, Riverpod/Bloc state management, GoRouter navigation, platform-specific implementations, performance optimization.
- ▌ Infographic Generator 2 · tomevault-io bundleCreate visual project summary infographics for the README and GitHub social preview images with before/after comparison, ROI highlights, and phase timeline. Use after core artifacts are complete. Use when this capability is needed.
- ▌ CI CD Helper 3 · tomevault-io bundleCI/CD pipeline optimization, build failures, and deployment automation for DevOps workflows. Use when this capability is needed.
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- ▌ Skill Name 11 · tomevault-io bundleBrief description of what this skill does Use when this capability is needed.
- ▌ Simplify 9 · tomevault-io bundleManually trigger the cdd-code-simplifier agent to review and simplify code Use when this capability is needed.
- ▌ Tdd Workflow 14 · tomevault-io bundleTest-driven development workflow for R using testthat. Use when writing new features, fixing bugs, or refactoring code. Enforces test-first development with 80%+ coverage. Use when this capability is needed.
- ▌ Openspec Archive Change 25 · tomevault-io bundleDeprecated Windsurf stub — canonical skill under .agents Use when this capability is needed.
- ▌ Go CLI Cobra 2 · tomevault-io bundleCobra CLI best practices for command design, flags/config, error handling, output contracts, and architecture. Use when building or reviewing CLI commands in Raven. Use when this capability is needed.
- ▌ Go Standards 2 · tomevault-io bundleGo coding standards with MUST/SHOULD/CAN severity. Enforces idiomatic Go, error handling, concurrency safety, testing, and security. Reference for all Go code in Raven. Use when this capability is needed.
- ▌ Doc Coauthoring 7 · tomevault-io bundleCollaborative document writing with structured workflow. Activates for "write document", "draft proposal", "create spec", "documentation", "co-author", "help me write", "RFC", "design doc". Use when this capability is needed.
- ▌ Tool Design 3 · tomevault-io bundleDesign tools that agents can use effectively. Use when creating new tools for agents, debugging tool-related failures, or optimizing existing tool sets. Use when this capability is needed.
- ▌ Next Best Practices 15 · tomevault-io bundleNext.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.
- ▌ Code Review 242 · tomevault-io bundleHigh-precision review of code changes for real bugs, security regressions, and explicit project-guideline violations, with independent verification before reporting. Use when this capability is needed.
- ▌ Readme Updater 2 · tomevault-io bundleUpdate project README based on current project structure and code. Use when project structure changes. Use when this capability is needed.
- ▌ Test Generator 5 · tomevault-io bundleGenerate unit and integration tests for project code. Use when new code is written or test coverage needs improvement. Use when this capability is needed.
- ▌ Openspec Continue Change 4 · tomevault-io bundleContinue working on an OpenSpec change by creating the next artifact. Use when the user wants to progress their change, create the next artifact, or continue their workflow. Use when this capability is needed.
- ▌ Architect 17 · tomevault-io bundleResearch-backed evolution advice for your knowledge system. Analyzes health reports, friction patterns, and derivation history to propose specific changes with research justification. Never auto-implements — proposals require your approval. Use when this capability is needed.
- ▌ Recommend 2 · tomevault-io bundleGet research-backed architecture advice for your knowledge system. Describe your use case, constraints, and goals — get specific recommendations grounded in TFT research with rationale for each decision. Triggers on "/recommend", "what would you recommend", "architecture advice", "knowledge system for". Use when this capability is needed.
- ▌ Django Patterns 11 · tomevault-io bundleDjango architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps. Use when this capability is needed.
- ▌ Django Security 9 · tomevault-io bundleDjango security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations. Use when this capability is needed.
- ▌ Golang Patterns 12 · tomevault-io bundleIdiomatic Go patterns, best practices, and conventions for building robust, efficient, and maintainable Go applications. Use when this capability is needed.
- ▌ Skill Creator 174 · tomevault-io bundleGuide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends AIPex's capabilities with specialized knowledge, workflows, or tool integrations. Use when this capability is needed.
- ▌ Skill Creator 175 · tomevault-io bundleGuide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations. Use when this capability is needed.
- ▌ Sharing Skills 3 · tomevault-io bundleUse when you've developed a broadly useful skill and want to contribute it upstream via pull request - guides process of branching, committing, pushing, and creating PR to contribute skills back to upstream repository
- ▌ Nodejs Backend 4 · tomevault-io bundleNode.js backend patterns with Express/Fastify, repositories Use when this capability is needed.
- ▌ Dev Start 3 · tomevault-io bundleStart development servers for a project with health checks. Use when starting local development, spinning up services, or launching dev environment. Use when this capability is needed.
- ▌ Coding Standards 13 · tomevault-io bundleCoding style and structural conventions for this codebase. Use when this capability is needed.
- ▌ Code Review 243 · tomevault-io bundleCode review is a systematic examination of source code intended to find Use when this capability is needed.
- ▌ Code Review Excellence 2 · tomevault-io bundle建設的なフィードバックを提供し、早期にバグを発見し、チームの士気を維持しながら知識共有を促進する効果的なコードレビュー実践をマスター。プルリクエストのレビュー、レビュー基準の確立、開発者のメンタリング時に使用。 Use when this capability is needed.
- ▌ Git Advanced Workflows 2 · tomevault-io bundlerebase、cherry-pick、bisect、worktree、reflogを含む高度なGitワークフローをマスターし、クリーンな履歴を維持し、あらゆる状況から回復。複雑なGit履歴の管理、フィーチャーブランチでの協働、リポジトリ問題のトラブルシューティング時に使用。 Use when this capability is needed.
- ▌ Langchain Architecture 3 · tomevault-io bundleエージェント、メモリ、ツール統合パターンを備えたLangChainフレームワークを使用してLLMアプリケーションを設計します。LangChainアプリケーションの構築、AIエージェントの実装、または複雑なLLMワークフローの作成時に使用します。 Use when this capability is needed.
- ▌ Vue Testing Best Practices 5 · tomevault-io bundleUse for Vue.js testing. Covers Vitest, Vue Test Utils, component testing, mocking, testing patterns, and Playwright for E2E testing. Use when this capability is needed.
- ▌ Openspec Archive Change 26 · tomevault-io bundleArchive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete. Use when this capability is needed.
- ▌ Github Operations 2 · tomevault-io bundleRepository management through Git CLI and GitHub API with branch protection, commit conventions, and security controls Use when this capability is needed.
- ▌ Create Release 4 · tomevault-io bundleCut and publish a new GitHub Release of mathml-to-latex, which triggers the automated npm publish. Use when the user asks to create a release, publish to npm, ship a version, or "release vX.Y.Z". Requires the version bump to be merged to main first (see the version-bump skill); this skill writes the release notes in the project's house style and creates the GitHub Release that fires the publish workflow. Use when this capability is needed.
- ▌ Project Init 3 · tomevault-io bundleInteractive project initialization with git setup, workflows, hooks, Use when this capability is needed.
- ▌ Spec Writing 4 · tomevault-io bundleCreate clear, testable specifications from feature descriptions with user stories, acceptance criteria, and success metrics. Use when this capability is needed.
- ▌ Intlayer Vue 2 · tomevault-io bundleIntegrates Intlayer internationalization with Vue.js and Nuxt applications. Use when the user asks to "setup Vue i18n", use the "useIntlayer" composable, or manage translations in Vue components.
- ▌ Apim Terraform 2 · tomevault-io bundleGuide for creating Terraform files for Azure API Management (APIM) and related Azure services. Use when users want to create, modify, or understand Terraform configurations for APIM instances, APIs, backends, subscriptions, policies, products, loggers, diagnostics, and supporting infrastructure using the azurerm provider. This skill provides HCL syntax, resource definitions, and patterns from the Terraform Registry and this repository. Use when this capability is needed.
- ▌ Querying Mlflow Metrics 2 · tomevault-io bundleFetches aggregated trace metrics (token usage, latency, trace counts, quality evaluations) from MLflow tracking servers. Triggers on requests to show metrics, analyze token usage, view LLM costs, check usage trends, or query trace statistics. Use when this capability is needed.
- ▌ Golang Context 3 · tomevault-io bundleIdiomatic context.Context usage in Golang — creation, propagation, cancellation, timeouts, deadlines, context values, and cross-service tracing. Apply when working with context.Context in any Go code. Use when this capability is needed.
- ▌ Golang GRAPHQL 2 · tomevault-io bundleImplements GraphQL APIs in Golang using gqlgen or graphql-go. Apply when building GraphQL servers, designing schemas, writing resolvers, handling subscriptions, or integrating GraphQL with existing Go HTTP services. Also apply when the codebase imports `github.com/99designs/gqlgen` or `github.com/graph-gophers/graphql-go`. Use when this capability is needed.
- ▌ Golang Testing 14 · tomevault-io bundleProvides a comprehensive guide for writing production-ready Golang tests. Covers table-driven tests, test suites with testify, mocks, unit tests, integration tests, benchmarks, code coverage, parallel tests, fuzzing, fixtures, goroutine leak detection with goleak, snapshot testing, memory leaks, CI with GitHub Actions, and idiomatic naming conventions. Use this whenever writing tests, asking about testing patterns or setting up CI for Go projects. Essential for ANY test-related conversation in Go.
- ▌ Agent Development 2 · tomevault-io bundleThis skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", "autonomous agent", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins. Use when this capability is needed.
- ▌ Skill Development 2 · tomevault-io bundleThis skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or needs guidance on skill structure, progressive disclosure, or skill development best practices for Claude Code plugins. Use when this capability is needed.
- ▌ Django Verification 2 · tomevault-io bundleVerifies Django projects with migrations, linting, coverage-backed tests, security scans, and deployment-readiness checks. Use when this capability is needed.
- ▌ Documentation 66 · tomevault-io bundleCommunicating the intended behavior and context of code through clear documentation and comments, and sharing knowledge with the team. Use when this capability is needed.
- ▌ Secure Coding 2 · tomevault-io bundleIncorporating security at every step of software development – writing code that defends against vulnerabilities and protects user data. Use when this capability is needed.
- ▌ MCP Builder 42 · 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.
- ▌ Fastapi Pro 7 · tomevault-io bundleHigh-performance async API development with FastAPI. Use when building production FastAPI services, implementing async patterns, designing microservice architectures, or optimizing API performance. Use when this capability is needed.
- ▌ Ml Engineer 3 · tomevault-io bundleProduction machine learning systems and model serving infrastructure. Use when building ML pipelines, deploying models to production, implementing feature stores, or optimizing inference performance. Use when this capability is needed.
- ▌ Elevenlabs Tts 2 · tomevault-io bundleElevenLabs Text-to-Speech API for high-quality speech synthesis. Use when this capability is needed.
- ▌ File Organizer 2 · tomevault-io bundleIntelligently organizes your files and folders across your computer by understanding context, finding duplicates, suggesting better structures, and automating cleanup tasks. Reduces cognitive load and keeps your digital workspace tidy without manual effort. Use when this capability is needed.
- ▌ Speech To Text 3 · tomevault-io bundleTranscribe video to timestamped text using Whisper tiny model (pre-installed). Use when this capability is needed.
- ▌ Trend Analysis 2 · tomevault-io bundleDetect long-term trends in time series data using parametric and non-parametric methods. Use when determining if a variable shows statistically significant increase or decrease over time. Use when this capability is needed.
- ▌ Terraform Patterns 2 · tomevault-io bundleUse when writing, reviewing, or planning Terraform infrastructure code. Covers module design, state management (S3+DynamoDB), workspace strategy, variable validation, drift detection, and CI/CD integration with GitHub Actions.
- ▌ Security Review 17 · tomevault-io bundleRun an OWASP-focused security analysis on code changes. Use when this capability is needed.
- ▌ Systematic Debugging 8 · tomevault-io bundleUse when encountering any bug, test failure, or unexpected behavior, before proposing fixes
- ▌ Tanstack Query 5 · tomevault-io bundleTanStack Query v5 data fetching patterns including useSuspenseQuery, useQuery, mutations, cache management, and API service integration. Use when fetching data, managing server state, or working with TanStack Query hooks. Use when this capability is needed.
- ▌ Env Manager 2 · tomevault-io bundleEnvironment variable validation, security scanning, and management for Next.js, Vite, React, and Node.js applications Use when this capability is needed.
- ▌ MCP Builder 43 · tomevault-io bundleMCP (Model Context Protocol) server build and evaluation guide, including local conventions for tool surfaces, config, and testing Use when this capability is needed.
- ▌ Spring Boot 2 · tomevault-io bundleSpring Boot 3.x - Java framework for production-ready applications with dependency injection, REST APIs, data access, security, and actuator monitoring Use when this capability is needed.