tomevault-io
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- ▌ Shap · tomevault-io bundleModel interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature importance, generating SHAP plots (waterfall, beeswarm, bar, scatter, force, heatmap), debugging models, analyzing model bias or fairness, comparing models, or implementing explainable AI. Works with tree-based models (XGBoost, LightGBM, Random Forest), deep learning (TensorFlow, PyTorch), linear models, and any black-box model. Use when this capability is needed.
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- ▌ Introduce · tomevault-io bundleInject your persona into the current session Use when this capability is needed.
- ▌ Speckit Agent Context Update · tomevault-io bundleRefresh the managed Spec Kit section in the coding agent context file Use when this capability is needed.
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- ▌ Prereqs Check · tomevault-io bundleCheck and guide setup for prerequisites (Docker, extensions, Windsurf Docker Extension, Python, Git, Node) Use when this capability is needed.
- ▌ Litestar · tomevault-io bundleExpert knowledge for Litestar Python web framework. Use when working with Litestar routes, plugins, middleware, dependency injection, or configuration. Use when this capability is needed.
- ▌ Beanie Odm · tomevault-io bundleThis skill should be used when the user asks to "create MongoDB model", "define Beanie document", "write MongoDB query", "create aggregation pipeline", "run database migration", "index MongoDB collection", or mentions Beanie, Motor, MongoDB documents, or async database operations. Provides MongoDB/Beanie ODM patterns for FastAPI. Use when this capability is needed.
- ▌ Confluence Documentation Patterns · tomevault-io bundleGuide for creating and managing technical documentation in Confluence with Jira integration. Use when this capability is needed.
- ▌ Setup Statusline · tomevault-io bundleSetup Claude Code statusline configuration automatically (global) Use when this capability is needed.
- ▌ Node Creator · tomevault-io bundleCreate custom Genfeed nodes using the SDK. Triggers on "create a new node", "add a custom node type", "build a node for X". Use when this capability is needed.
- ▌ 2d Games · tomevault-io bundle2D game development principles. Sprites, tilemaps, physics, camera. Use when this capability is needed.
- ▌ 3d Games · tomevault-io bundle3D game development principles. Rendering, shaders, physics, cameras. Use when this capability is needed.
- ▌ Pc Games · tomevault-io bundlePC and console game development principles. Engine selection, platform Use when this capability is needed.
- ▌ Github Workflow · tomevault-io bundleGitHub workflow, commit conventions, and PR process for MAPL Use when this capability is needed.
- ▌ Post Edit Verification · tomevault-io bundleUse this skill after every working session where Kotlin or Android code was created or modified, and ALWAYS before committing, opening a PR, or reporting work as done. Runs the same three quality gates CI runs — ktlint, detekt, and Android lint — so failures are caught locally instead of by GitHub Actions.
- ▌ Stream · tomevault-io bundleStream router for Chat, Video, Feeds, and Moderation. Use when the user wants to build a new app with Stream, scaffold a project, add Chat/Video/Feeds/Moderation to an existing app, integrate Stream, build for Swift/SwiftUI/UIKit/iOS/Xcode, query Stream data, list channels, list calls, show flagged messages, find users, run stream api / stream config / stream auth commands, install the Stream CLI, set up Stream, search Stream SDK documentation, look up Stream React/iOS/Android/Node/Flutter/Unity SDK methods, ask how-to questions about Stream hooks/components/methods, configure moderation blocklists or automod, set up webhooks, or anything tagged Chat React, Video iOS, Feeds Node, Moderation, etc. Routes to the right sub-skill based on the task. Use when this capability is needed.
- ▌ Graft Pr Review · tomevault-io bundleRepository-specific GitHub PR review workflow for the Graft repo. Use when Codex needs to inspect the GitHub pull request for the current branch, extract AI review findings from CodeRabbit, greptile-apps, or gemini-code-assist, read failed checks, MegaLinter warnings, or failed test signals from the PR, and then verify which findings should be fixed in the local codebase. Use when this capability is needed.
- ▌ Ghost Validate · tomevault-io bundleThis skill should be used when the user asks to "validate a finding", "check if a vulnerability is real", "triage a security finding", "confirm a vulnerability", "determine if a finding is a true positive or false positive", or provides a security finding for review. It validates security vulnerability findings by tracing data flows, verifying exploit conditions, analyzing security controls, and optionally testing attack vectors against a live application. Use when this capability is needed.
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- ▌ Aspire · tomevault-io bundleAspire skill covering the Aspire CLI, AppHost orchestration, service discovery, integrations, MCP server, VS Code extension, Dev Containers, GitHub Codespaces, templates, dashboard, and deployment. Use when the user asks to create, run, debug, configure, deploy, or troubleshoot an Aspire distributed application. Use when this capability is needed.
- ▌ Workiq · tomevault-io bundleQuery Microsoft 365 Copilot for workplace intelligence - emails, meetings, documents, Teams messages, and people information. USE THIS SKILL for ANY workplace-related question where the answer likely exists in Microsoft 365 data. This includes questions about what someone said, shared, or communicated; meetings, emails, messages, or documents; priorities, decisions, or context from colleagues; organizational knowledge; project status; team activities; or any information that would be in Outlook, Teams, SharePoint, OneDrive, or Calendar. When in doubt about workplace context, try WorkIQ first. Trigger phrases include "what did [person] say", "what are [person]'s priorities", "top of mind from [person]", "what was discussed", "find emails about", "what meetings", "what documents", "who is working on", "what's the status of", "any updates on", etc. Use when this capability is needed.
- ▌ HTTP MCP Headers · tomevault-io bundleHTTP MCP Header Secret Support - Implementation Summary Use when this capability is needed.
- ▌ Flow Plan · tomevault-io bundleCreate structured build plans from feature requests, bug reports, or Beads issue IDs. Use when planning features, designing implementation, preparing work breakdown, or when given a bead/issue ID to plan. Triggers on /flow:plan with text descriptions or issue IDs (e.g., bd-123, gno-45, app-12). Use when this capability is needed.
- ▌ Flow Work · tomevault-io bundleExecute a plan file or Beads epic systematically with git setup, task tracking, quality checks, and commit workflow. Use when implementing a plan, working through a spec, following documented steps, or executing a Beads issue ID (e.g., bd-123, gno-45, app-12). Use when this capability is needed.
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- ▌ Godaddy Javascript Javascript · tomevault-io bundleGoDaddy Commerce API — Authentication & Discovery
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- ▌ Organize Skills · tomevault-io bundleUse when creating, reorganizing, or maintaining the skills/ directory. Covers the shared skill layout conventions, directory structure, SKILL.md format, symlink architecture, and how to add or restructure skills so both Claude Code and Gemini CLI discover them.
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- ▌ Firebase Basics · tomevault-io bundleUse this skill whenever you are working on a project that uses Firebase products or services, especially for mobile or web apps.
- ▌ Perigon Sdks · tomevault-io bundleBest practices for using the official Perigon SDKs (TypeScript, Python, Go). Use this skill when installing, configuring, or writing code with any Perigon SDK to search news, track stories, summarize content, perform vector search, query Wikipedia, or look up people, companies, journalists, and sources. Use when this capability is needed.
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- ▌ Runner · tomevault-io bundleMulti-agent orchestration over a shared SQLite event queue. Use when this capability is needed.
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- ▌ Bio Single Cell Clustering · tomevault-io bundleDimensionality reduction and clustering for single-cell RNA-seq using Seurat (R) and Scanpy (Python). Use for running PCA, computing neighbors, clustering with Leiden/Louvain algorithms, generating UMAP/tSNE embeddings, and visualizing clusters. Use when performing dimensionality reduction and clustering on single-cell data. Use when this capability is needed.
- ▌ Bio De Results · tomevault-io bundleExtract, filter, annotate, and export differential expression results from DESeq2 or edgeR. Use for identifying significant genes, applying multiple testing corrections, adding gene annotations, and preparing results for downstream analysis. Use when filtering and exporting DE analysis results. Use when this capability is needed.
- ▌ Bio Clinical Databases Hla Typing · tomevault-io bundleCall HLA alleles from NGS data using OptiType, HLA-HD, or arcasHLA for immunogenomics applications. Use when determining HLA genotype for transplant matching, neoantigen prediction, or pharmacogenomic screening. Use when this capability is needed.
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- ▌ Observability · tomevault-io bundleAdd agent-first observability to code — structured logs, health endpoints, failure-state persistence, and explicit failure modes — so the next agent hitting a problem at 3am has the signals it needs to diagnose. Use when asked to "add logging", "add observability", "add metrics", "debug later", "make this observable", or when building/refactoring a subsystem that will run unattended (auto-mode engine, background jobs, servers, watchers). Operationalizes VISION.md's "agent-first observability" principle. Use when this capability is needed.
- ▌ React Dev · tomevault-io bundleThis skill should be used when building React components with TypeScript, typing hooks, handling events, or when React TypeScript, React 19, Server Components are mentioned. Covers type-safe patterns for React 18-19 including generic components, proper event typing, and routing integration (TanStack Router, React Router). Use when this capability is needed.
- ▌ Webinars · tomevault-io bundleUse when planning, producing, and repurposing webinars or virtual events for GTM campaigns.
- ▌ Dev Autodev · tomevault-io bundleCommon autodev loop for branch, implement, test, commit, and PR summary. Use when this capability is needed.
- ▌ Tvm Ffi Dev · tomevault-io bundleDevelop and verify TVM FFI changes. Use when this capability is needed.
- ▌ Enhance UI · tomevault-io bundleImprove the Anyapp user interface using shadcn/ui and Tailwind CSS. Use when this capability is needed.
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- ▌ Elfiee Be Dev · tomevault-io bundleElfiee 后端开发专家 skill。适用于 Rust/Tauri 后端开发任务，包括：(1) Extension/Capability 开发 - 添加新区块类型和能力；(2) Tauri Command 开发 - 添加前后端接口；(3) Engine 核心修改 - 事件溯源和 Actor 模型。遵循事件溯源架构、CBAC 权限模型和 tauri-specta 类型生成规范。触发示例："添加新的块类型"、"实现一个 capability"、"添加后端接口"。 Use when this capability is needed.
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- ▌ Elfiee Fe Dev · tomevault-io bundleElfiee 前端开发专家 skill。适用于 React/TypeScript 前端开发任务，包括：(1) React 组件开发 - UI 界面和交互逻辑；(2) Zustand 状态管理 - Actions 和 Store 设计；(3) Tauri IPC 调用 - 通过 TauriClient 与后端通信。遵循三大硬性规则：只通过 Zustand Actions 操作数据、禁止手动编辑 bindings.ts、不直接修改状态对象。触发示例："修改 UI 组件"、"添加前端功能"、"实现状态管理"。 Use when this capability is needed.
- ▌ Iso 27001 Controls · tomevault-io bundleVerify implementation of ISO 27001:2022 information security controls across CIA platform development and operations Use when this capability is needed.
- ▌ Open Source Policy · tomevault-io bundleOpen source governance, security posture badges, license compliance, SBOM generation, and vulnerability management for transparency-driven development Use when this capability is needed.
- ▌ Secure Code Review · tomevault-io bundleConduct comprehensive security code reviews using OWASP Top 10, SAST/DAST patterns, and Hack23 ISMS secure development policy Use when this capability is needed.
- ▌ SEO Best Practices · tomevault-io bundleOn-page SEO, technical SEO, keyword research, and content optimization for political transparency platforms Use when this capability is needed.
- ▌ AI Governance · tomevault-io bundleComprehensive AI risk management, EU AI Act compliance, and LLM usage governance Use when this capability is needed.
- ▌ Claudeck Plugin Create · tomevault-io bundleScaffold a new Claudeck plugin with JS, CSS, and optional server routes. Requires Claudeck (npx claudeck) — the browser UI for Claude Code. Use when this capability is needed.
- ▌ Docs Builder · tomevault-io bundleCreate or reorganize project documentation with structured /docs hierarchy Use when this capability is needed.
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- ▌ Oxlint · tomevault-io bundleOxlint configuration for JavaScript/TypeScript static analysis Use when this capability is needed.
- ▌ Spell Check · tomevault-io bundleGuide for checking spelling using cspell. Use this when asked to check spelling, fix spelling errors, or run spell check. Use when this capability is needed.
- ▌ Jmcomic · tomevault-io bundleSearch, browse, and download manga from JMComic (18comic). Use for manga discovery, ranking, downloads, and configuration management. Use when this capability is needed.
- ▌ Finagent · tomevault-io bundle分析 GitHub Issue，判断其真实性、优先级、仓库责任边界与建议动作。 Use when this capability is needed.
- ▌ Prepare Dependabot Prs · tomevault-io bundleUse when preparing GitHub Dependabot pull requests by listing open PRs, verifying they are authored by app/dependabot, enabling auto-merge, and approving them without merging manually.
- ▌ Performance Audit · tomevault-io bundleAudits Hone for performance issues. Use when optimizing database queries, analyzing Rust async code, reviewing React rendering, or investigating slow operations. Use when this capability is needed.
- ▌ Ks Orchestrate · tomevault-io bundleGlobal routing hub. Determine the correct entry mode, choose the next skill, and manage workflow state. Route session-transfer requests to handoff. Use when this capability is needed.
- ▌ Gk Mobile · tomevault-io bundleBuild mobile apps with React Native (Expo) or Flutter. Use when implementing native features, platform-specific code, navigation, or app state management. Use when this capability is needed.
- ▌ Ghostmeet · tomevault-io bundleAI meeting assistant via ghostmeet. Start sessions, get live transcripts, and generate AI summaries from any browser meeting. Use when this capability is needed.
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- ▌ Fine Tune · tomevault-io bundleUse when you need to fine-tune(ファインチューニング) and optimize LangGraph applications based on evaluation criteria. This skill performs iterative prompt optimization for LangGraph nodes without changing the graph structure.
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- ▌ Harness Eval · tomevault-io bundleThis skill should be used when the user asks to "test the harness", "run integration tests", "validate features with real API", "test with real model calls", "run agent loop tests", "verify end-to-end", or needs to verify OpenHarness features on a real codebase with actual LLM calls. Use when this capability is needed.
- ▌ Hmesfin Djvufl Starter Claude · tomevault-io bundleDjango + Vue.js + React Native Fullstack Development
- ▌ Github Pr Fix · tomevault-io bundleFix pull requests based on review feedback and CI failures, then publish review replies. Use when this capability is needed.
- ▌ Github Review · tomevault-io bundleAutomated PR code review skill. Collects context through ghx, performs standards-based analysis, and publishes one structured review with optional inline comments. Use when this capability is needed.
- ▌ Project Pulse · tomevault-io bundleAutomated PM sync skill for GitHub-first projects. Use it to sync issue state from GitHub, maintain a local cache cursor, and generate priority/risk reports plus next actions for controller planning. Use when this capability is needed.
- ▌ Timestamp Echo · tomevault-io bundleUse when working with a simple skill that echoes a message with the current timestamp. Use when asked to echo or repeat a message with a timestamp, get the current time along with a message, or demonstrate basic skill functionality.
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- ▌ AI Engineer · tomevault-io bundleBuild LLM apps, RAG systems, and prompt pipelines. Use for AI-powered features. Use when this capability is needed.
- ▌ Human Write · tomevault-io bundleScan and replace AI-flavored vocabulary in English text. Use when polishing writing. Use when this capability is needed.
- ▌ Android Adb · tomevault-io bundleAndroid device control via raw ADB commands. Use for device/emulator discovery, USB or Wi-Fi connection, app launch/force-stop, tap/swipe/keyevent/text input, screenshots, UI hierarchy dump, and ADB troubleshooting. Use when this capability is needed.
- ▌ Harmony Hdc · tomevault-io bundleHarmonyOS device control and UI automation via raw HDC commands. Use for device/emulator discovery, USB or TCP connection, app launch/force-stop, tap/swipe/keyevent/text input, screenshots, UI dump, file transfer, and HDC troubleshooting. Use when this capability is needed.
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- ▌ Create Evlog Enricher · tomevault-io bundleCreate a new built-in evlog enricher to add derived context to wide events. Use when adding a new enricher (e.g., for deployment metadata, tenant context, feature flags, etc.) to the evlog package. Covers source code, tests, and all documentation. Use when this capability is needed.
- ▌ Rust Actor · tomevault-io bundleActor model expert covering message passing, state isolation, supervision trees, deadlock prevention, fault tolerance, Actix framework, and Erlang-style concurrency patterns. Use when this capability is needed.
- ▌ Rust Async · tomevault-io bundleAdvanced async patterns expert. Handles Stream processing, backpressure control, select/join operations, cancellation, Future trait implementation, and async runtime optimization. Use when this capability is needed.
- ▌ Rust Cache · tomevault-io bundleCaching and distributed storage expert covering Redis, connection pools, TTL strategies, cache patterns (Cache-Aside, Write-Through), invalidation, and performance optimization. Use when this capability is needed.
- ▌ Rust Const · tomevault-io bundleConst generics and compile-time computation expert covering const fn, type-level computation, const evaluation, MaybeUninit arrays, and compile-time validation. Use when this capability is needed.
- ▌ Rust Error · tomevault-io bundleError handling expert covering Result, Option, panic strategies, custom error types with thiserror/anyhow, error propagation patterns, and context-rich error chains. Use when this capability is needed.
- ▌ Rust Macro · tomevault-io bundleMacro and procedural metaprogramming expert covering macro_rules!, derive macros, proc-macros, compile-time computation, and code generation patterns. Use when this capability is needed.
- ▌ Rust Skill · tomevault-io bundleRust 编程专家技能。处理所有 Rust 相关问题：编译错误、所有权、生命周期、并发、async/await、性能优化等。触发词：Rust, cargo, 编译错误, ownership, borrow, lifetime, async, tokio, Send, Sync, Result, Error---
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