tomevault-io
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- ▌ Testing Mutation · tomevault-io bundleMutation-testing workflow for exposing weak assertions and missing behavioral checks. Use when tests pass but confidence is low and objective robustness evidence is needed; do not use before baseline tests exist. Use when this capability is needed.
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- ▌ Vibe Agents · tomevault-io bundleGenerate AGENTS.md and AI configuration files for your project. Use when the user wants to create agent instructions, set up AI configs, or says "create AGENTS.md", "configure my AI assistant", or "generate agent files". Use when this capability is needed.
- ▌ Frontend Vue3 · tomevault-io bundleBuild, maintain, and debug Vue 3 frontends (Vite + TypeScript). Use when this capability is needed.
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- ▌ Sync Agent Workbench · tomevault-io bundleSynchronize, audit, or repair vendor-neutral agent-workbench files in a project. Use when a user wants every project to carry canonical AI_AGENT_GUIDE.md, thin Claude/Codex/Gemini/OpenCode entrypoints, portable prompts, and portable Agent Skills without depending on a vendor marketplace, plugin, global config, or submodule. Use when this capability is needed.
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- ▌ Kiwi Home AI Coding Resources Stack Detection · tomevault-io bundleStack Detection Reference Tables
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- ▌ Tsh Cursor Engineer · tomevault-io bundleExpert in Cursor customization — designs, creates, reviews, and improves all Cursor customization artifacts (SKILL.md in agents/workflows/commands/internal, .mdc rules). Applies prompt engineering, context engineering, and AI engineering to maximize LLM effectiveness. Use when creating or improving agent skills, instructions, or command skills, auditing the Cursor customization layer, or enforcing separation of concerns across customization files. Invoke with @tsh-cursor-engineer. Use when this capability is needed.
- ▌ Klimabevaegelsen Landbruget Dk Landbrugsareal · tomevault-io bundleR2 Landbrugsareal (Agricultural Land) Data Catalog
- ▌ Pydantic Resolve 3step · tomevault-io bundle基于 pydantic-resolve 的三阶段开发模式，用于构建从建模讨论到生产部署的完整项目。适用于需要使用 ER Diagram + ORM + DefineSubset 渐进式开发的场景。 Use when this capability is needed.
- ▌ Python Modern Practices · tomevault-io bundlePython 3.12+の最新機能とベストプラクティスを活用したコード実装スキル Use when this capability is needed.
- ▌ Benchmark Nvim · tomevault-io bundleBenchmark Neovim startup time and identify slow plugins or configurations Use when this capability is needed.
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- ▌ Spring Boot Best Practices · tomevault-io bundleGenerate Spring Boot components following modern Java best practices and team conventions Use when this capability is needed.
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- ▌ Sa Workflow Guide · tomevault-io bundle在开始任何对话时使用——建立如何查找和使用技能的规则，要求在任何回复（包括澄清问题）之前调用 Skill 工具 Use when this capability is needed.
- ▌ Running And Debugging Tests · tomevault-io bundleExecutes language-agnostic test suites to validate behavioral correctness, enforce regression safety, and automatically debug or repair test failures. Includes fallback loops, coverage validation, and failure classification to maximize suite reliability. Use to validate code changes proactively, or when the user mentions running tests, test failures, or test debugging. Use when this capability is needed.
- ▌ Libgdx Bullet Physics · tomevault-io bundleUse when writing libGDX Java/Kotlin code involving 3D physics with the Bullet wrapper — btRigidBody, btDiscreteDynamicsWorld, collision shapes, ContactListener, raycasting, MotionState, or debug drawing. Use when debugging segfaults, native memory leaks, bodies not moving, or collision detection failures in the libGDX Bullet extension.
- ▌ Libgdx Input Handling · tomevault-io bundleUse when writing libGDX Java/Kotlin code involving input handling — InputProcessor, InputAdapter, InputMultiplexer, GestureDetector, polling (isKeyPressed/isTouched), coordinate unprojection, or Android back/menu key catching. Use when debugging missed input events, wrong click positions, or UI not receiving touches.
- ▌ Libgdx Lwjgl3 Desktop · tomevault-io bundleUse when writing libGDX Java/Kotlin code targeting the LWJGL3 desktop backend — Lwjgl3Application launcher, Lwjgl3ApplicationConfiguration, window management, fullscreen toggle, multi-window, file access (internal/local/external on desktop), desktop-specific pause/resume behavior, cursor customization, or clipboard access. Use when debugging wrong file paths, FPS/vsync configuration, or pause() not firing on focus loss.
- ▌ Py Code Health · tomevault-io bundleDetect and remove dead code, duplicate code, and unused imports. Consolidate similar code patterns into parametrized functions. Use when this capability is needed.
- ▌ Codex Memory Manager · tomevault-io bundleManage persistent Codex user-preference memory from recent conversation history. Use when users ask to learn from the last 24 hours of chats, update `~/.codex/AGENTS.md`, maintain reusable preference-first memory under `~/.codex/memory/*.md`, or sync new preference categories discovered in `~/.codex/sessions` and `~/.codex/archived_sessions`. Use when this capability is needed.
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- ▌ Cuml Machine Learning · tomevault-io bundleUse for GPU-accelerated machine learning on tabular data using NVIDIA cuML. Triggers when tasks involve classification, regression, clustering, dimensionality reduction, or model training on datasets. Use when this capability is needed.
- ▌ Ontology Expert · tomevault-io bundleSpecialized knowledge for RDF/OWL to Neo4j mapping and ontology-driven graph database design. Use when this capability is needed.
- ▌ Bun Package Manager · tomevault-io bundleFast JavaScript package management with Bun - install, add, remove, update dependencies with optimized CLI flags for agentic workflows. Use when this capability is needed.
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- ▌ Github Issue Search · tomevault-io bundleSearch GitHub issues for solutions, workarounds, and discussions for open source problems. Use when encountering errors with OSS libraries or finding upstream bug workarounds. Use when this capability is needed.
- ▌ Network Diagnostics · tomevault-io bundleTroubleshoot network connectivity, latency, and path issues. Use when you need to trace the route to a host, compare ping latency across endpoints, or inspect local socket/port usage. Use when this capability is needed.
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- ▌ Test Tier Selection · tomevault-io bundleAutomatic selection of appropriate test tiers based on change scope. Guides unit tests for small changes, full suite for larger changes. Use when running tests, discussing testing strategy, or after code modifications. Use when this capability is needed.
- ▌ Django Flutter Project · tomevault-io bundleScaffold a new Django + Flutter project with Django Ninja API, JWT auth, Riverpod state management, GoRouter routing, Freezed models, uv, Docker, Makefile CI, and Railway deployment. Use when creating a new full-stack project from scratch. Use when this capability is needed.
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- ▌ Gemini Embed · tomevault-io bundleGenerate text embeddings using Google Gemini API for RAG, semantic similarity, classification, and clustering tasks. Invoke when user wants to embed text, create embeddings, or convert text to vectors with Gemini. Use when this capability is needed.
- ▌ Process File · tomevault-io bundleProcess arbitrary files (email, PDF, Office docs, images, audio/video) and integrate with AkashicRecords for intelligent archiving. Reads file content, analyzes intent, and suggests appropriate storage location based on content and project preferences. Use when this capability is needed.
- ▌ Tailwindplus · tomevault-io bundleAccess TailwindPlus UI component library - search, list, and retrieve code for Marketing, Application UI, and eCommerce components in HTML/React/Vue with Tailwind CSS v3/v4 Use when this capability is needed.
- ▌ Generating Nest Servers · tomevault-io bundleHandles ALL NestJS and @lenne.tech/nest-server development tasks including module creation, service implementation, controller/resolver development, model definition, and debugging. Covers lt server commands, @Roles/@Restricted security, CrudService patterns, and API tests. Supports monorepos (projects/api/, packages/api/). Activates when working with src/server/ files, NestJS modules, services, controllers, resolvers, models, DTOs, guards, decorators, or REST/GraphQL endpoints. NOT for Vue/Nuxt frontend (use developing-lt-frontend). NOT for nest-server version updates (use nest-server-updating). NOT for TDD workflow orchestration (use building-stories-with-tdd).
- ▌ Lenny Career · tomevault-io bundleCareer & personal skills from Lenny's Podcast - ideation, imposter syndrome, productivity Use when this capability is needed.
- ▌ Lenny Design · tomevault-io bundleDesign & engineering skills from Lenny's Podcast - design systems, reviews, engineering culture Use when this capability is needed.
- ▌ Lenny Growth · tomevault-io bundleGrowth & metrics skills from Lenny's Podcast - PMF, growth loops, pricing, retention Use when this capability is needed.
- ▌ Lenny Hiring · tomevault-io bundleHiring & team building skills from Lenny's Podcast - job descriptions, interviews, onboarding, culture Use when this capability is needed.
- ▌ Lenny Skills · tomevault-io bundleProduct management skills from Lenny's Podcast - 86 actionable skills across hiring, strategy, growth, leadership, and more Use when this capability is needed.
- ▌ Converting Mcps To Skills · tomevault-io bundleConnect to MCP (Model Context Protocol) servers and create skills for repeated use. Load when a user wants to use an MCP server, connect to external tools via MCP, or when they mention MCP, model context protocol, or specific MCP servers. Use when this capability is needed.
- ▌ Syncing Memory Filesystem · tomevault-io bundleManage git-backed memory repos. Load this skill when working with git-backed agent memory, setting up remote memory repos, resolving sync conflicts, or managing memory via git workflows. Use when this capability is needed.
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- ▌ Rust Performance And Layout · tomevault-io bundleUse for Rust performance work, allocation pressure, data layout, hot-path APIs, benchmarks, and when layout or copying choices affect runtime behaviour. Use when this capability is needed.
- ▌ Systems Cartographer · tomevault-io bundleGround-up conceptual modeling partner for complex systems. Use when asked to rethink a system's conceptual model, define core nouns and invariants, reconcile mismatched terms across APIs/UI, map lifecycles/edges, or create a shared vocabulary and boundaries for a refactor or redesign. Use when this capability is needed.
- ▌ Verify Release Readiness · tomevault-io bundleVerify release readiness by detecting changed skills, checking version updates, and running validation scripts. Use before creating releases or publishing to marketplace. Use when this capability is needed.
- ▌ Benchling Integration · tomevault-io bundleBenchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation. Use when this capability is needed.
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- ▌ Pytest Databases · tomevault-io bundleAuto-activate for pytest_databases, Docker DB fixtures, PostgreSQL/pgvector/AlloyDB Omni/MySQL/Oracle/MSSQL/CockroachDB/Yugabyte/MongoDB/GizmoSQL/Redis/Spanner/BigQuery/Azurite/MinIO tests. Not for mocked DBs. Use when this capability is needed.
- ▌ Custom Pages · tomevault-io bundleGuide for building non-CRUD pages with consistent design. Use when creating portal pages, custom views, detail modals, sidebar widgets, notification drawers, or any page that is not a standard CRUD table. Covers fullscreen modals, minimal text patterns, calendar widgets, doorbell notifications, optimistic updates, and CrudPage read-only integration. Use when this capability is needed.
- ▌ Goravel Enum · tomevault-io bundleCreate a Go enum type and automatically generate the TypeScript equivalent. Produces union types and option arrays for forms. Use when this capability is needed.
- ▌ Memory Update · tomevault-io bundleUpdate project documentation in .memory_bank/ to reflect architectural changes, decisions, and current state Use when this capability is needed.
- ▌ Provider Implementation · tomevault-io bundleImplementing providers for Beluga AI v2 registries. Use when creating LLM, embedding, vectorstore, voice, or any other provider. Use when this capability is needed.
- ▌ Paw Review Gap · tomevault-io bundleSystematically identifies gaps in correctness, safety, testing, and maintainability, categorizing findings by severity. Use when this capability is needed.
- ▌ Paw Transition · tomevault-io bundleWorkflow transition gate for PAW. Handles stage boundaries, session policy, preflight checks, and next activity determination. Use when this capability is needed.
- ▌ Cisco Log To JSON Parsing · tomevault-io bundleParse Cisco switch terminal log files (.log) into structured JSON. Covers IOS, IOS-XE, and NX-OS platforms. Use when asked to parse switch logs, extract network device info, build topology from CDP, or structure Cisco CLI output. Use when this capability is needed.
- ▌ Context Fork Skill · tomevault-io bundleDemonstrates forked context execution. This skill runs in an isolated sub-agent context with its own conversation history and tool access. Use when this capability is needed.
- ▌ Example Calculator · tomevault-io bundleUse when working with a simple calculator skill demonstrating SKILL.md format
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- ▌ Published Job Talent Search · tomevault-io bundleUse when the user wants to find talent for job postings stored in the RecruitAI SQLite database, especially by selecting job_postings rows whose status is 已发布, 待发布, or 已完成, exporting job and active weight JSON files, then running existing Liepin or LinkedIn search and candidate scoring skills. Trigger when the user says to search talent from SQL/SQLite/database published jobs, run scripts for published岗位需求, or batch-process released job requirements into candidate search tasks.
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- ▌ Onebot Ops · tomevault-io bundleOneBot (QQ/Lagrange) 渠道运维与使用规范。消息收发通过 Channel outbound 与 deliver 完成，不依赖 Agent 工具。 Use when this capability is needed.
- ▌ Flutter Native Interop · tomevault-io bundleInteroperates with native platform APIs on Android, iOS, and the web. Use when accessing device-specific features not available in Dart or calling existing native code. Use when this capability is needed.
- ▌ Flutter Platform Views · tomevault-io bundleEmbeds native Android, iOS, or macOS views into a Flutter app. Use when integrating complex native components like maps or web views. Use when this capability is needed.
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- ▌ Solid Meta Head Management · tomevault-io bundleApply solid-meta head and metadata primitives with deterministic SSR-safe behavior. Use for title/meta/link/style/base management across route and layout boundaries. Use when this capability is needed.
- ▌ Solid Start Server Runtime · tomevault-io bundleGuide SolidStart server runtime patterns for handlers, middleware, server functions, and request events with explicit runtime constraints. Use for server-side SolidStart architecture and API behavior. Use when this capability is needed.
- ▌ Lvdaxianer Lvdaxianerplus AI Code Review Spec · tomevault-io bundleLvdaxianer Lvdaxianerplus Ai Code Review Spec
- ▌ AI Detector · tomevault-io bundleEvidence-based AI-generated text risk analysis for essays, emails, reviews, articles, messages, and other prose samples. Use when this capability is needed.
- ▌ M Xlsea Ruoyi Plus Soybean Ruoyi Plus Soybean · tomevault-io bundleM Xlsea Ruoyi Plus Soybean Ruoyi Plus Soybean
- ▌ Update Coding Agent Preferences · tomevault-io bundleApply persistent or repo-local coding-agent instruction changes across Codex and Claude in tandem, including related skill updates when a preference changes a skill's behavior or workflow. Use when the user asks to add, revise, or remove preferences in `AGENTS.md`, `CLAUDE.md`, or matching skill files and the change must be classified as global botfiles policy, project-local policy, or skill-specific guidance. Use when this capability is needed.
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- ▌ Cross Plugin Detective · tomevault-io bundleUse when integrating detective skills across plugins. Maps agent roles to appropriate detective skills (developer → developer-detective, architect → architect-detective). Reference this to connect agents with claudemem investigation capabilities.
- ▌ Multi Model Validation · tomevault-io bundleRun multiple AI models in parallel for 3-5x speedup with ENFORCED performance statistics tracking. Use when validating with Grok, Gemini, GPT-5, DeepSeek, MiniMax, Kimi, GLM, or Claudish proxy for code review, consensus analysis, or multi-expert validation. NEW in v3.2.0 - Direct API prefixes (mmax/, kimi/, glm/) for cost savings. Includes dynamic model discovery via `claudish --top-models` and `claudish --free`, session-based workspaces, and Pattern 7-8 for tracking model performance. Trigger keywords - "grok", "gemini", "gpt-5", "deepseek", "minimax", "kimi", "glm", "claudish", "multiple models", "parallel review", "external AI", "consensus", "multi-model", "model performance", "statistics", "free models". Use when this capability is needed.
- ▌ Task Complexity Router · tomevault-io bundleComplexity-based task routing for optimal model selection and cost efficiency. Use when deciding which model tier to use, analyzing task complexity, optimizing API costs, or implementing tiered routing. Trigger keywords - "routing", "complexity", "model selection", "tier", "cost optimization", "haiku", "sonnet", "opus", "task analysis". Use when this capability is needed.
- ▌ Sdd Evolve · tomevault-io bundleUpdate specifications with discoveries made during development. Use when implementation reveals new requirements, constraints, or design changes. Use when this capability is needed.
- ▌ Programming Architecture · tomevault-io bundleGame programming architecture patterns with ECS, data-oriented design, state machines, object pools, and concrete implementations for scalable game systems. Use when this capability is needed.
- ▌ GRAPHQL Relay · tomevault-io bundleBuild a GraphQL API following Relay specifications — schema design, global IDs, connections (cursor pagination), DataLoader for N+1, persisted queries, auth at field level, and the operational discipline that prevents schema drift. Use when designing a new GraphQL API, not when adding fields to an existing one. Use when this capability is needed.
- ▌ Pro Code Architecture · tomevault-io bundleProduces senior-engineer-level code architecture across any language or platform. Trigger whenever the user asks to build a feature, module, service, or full app — or says "clean code", "scalable", "production-grade", "professional architecture", "refactor", or "best practices". Covers SOLID, design patterns, error handling, testing strategy, API design, and modular composition. Enforces clean boundaries, type safety, and separation of concerns. Works across Python, Kotlin, TypeScript, and any stack. Use when this capability is needed.
- ▌ Symfonyapi Platform Tests · tomevault-io bundleDeliver robust API Platform contracts in Symfony with explicit operations, mapping, and policy-safe behavior. Use for api platform tests tasks. Use when this capability is needed.
- ▌ Symfonycontroller Cleanup · tomevault-io bundleApply production-grade Symfony architecture and execution workflows with controlled scope and clear checkpoints. Use for controller cleanup tasks. Use when this capability is needed.
- ▌ Symfonydoctrine Relations · tomevault-io bundleEvolve Symfony Doctrine models and schema safely with integrity, performance, and rollout discipline. Use for doctrine relations tasks. Use when this capability is needed.
- ▌ Symfonyports And Adapters · tomevault-io bundleApply production-grade Symfony architecture and execution workflows with controlled scope and clear checkpoints. Use for ports and adapters tasks. Use when this capability is needed.
- ▌ Frontend Security · tomevault-io bundleSecurity guidelines for frontend code. Covers token storage, XSS prevention, authorization, and secure coding practices. CRITICAL INSTRUCTION You MUST ALWAYS use this skill before editing/writing any file matching "**/frontend/**/*.{ts,tsx}". Use when this capability is needed.
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- ▌ Managing High Performers · tomevault-io bundleGuides engineering managers through the specific challenges of managing top engineers — produces a four-quadrant ability/confidence diagnostic, the Rock Star vs. Superstar distinction, common mistakes to avoid, a stagnation diagnostic (Diminishing XP), and a Pusher vs. Puller framework for managing burnout and team friction. Use when the user says "rockstar engineer," "superstar," "high performer," "brilliant jerk," "wants promotion," "hardest to manage," "overconfident," "my best developer is burning out," "engineer is frustrated," or "my best developer is pushing me." Do NOT use for standard underperformance (use performance-reviews) or general motivation questions (use engineer-motivation). Use when this capability is needed.
- ▌ Bundle Analyze · tomevault-io bundleBundle size analysis and optimization for Webpack, Vite, and esbuild Use when this capability is needed.