AI & ML
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
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tomevault-io Bundle Connectivity BleBluetooth Low Energy (BLE) integration for Zephyr RTOS. Covers GATT Services/Characteristics, GAP advertising, connection parameters, power optimization strategies, and the professional Send-When-Idle design pattern. Trigger when adding BLE connectivity, optimizing battery life for wireless devices, or implementing custom GATT profiles. Use when this capability is needed.
- tomevault-io Bundle Blazemeter Functional Testing
Comprehensive guide for BlazeMeter Functional Testing, including GUI Functional Tests, API Tests (deprecated), Action Library, and debugging. Use when working with Functional Testing for (1) Creating GUI Functional Tests (YAML, Java IDE, Python IDE), (2) Managing Functional Tests (duplicate, delete, move, rename), (3) Using test data in Functional Tests, (4) Working with Action Library, (5) Debugging Functional Tests, (6) Understanding browser support, or any other Functional Testing tasks. Note - API Functional Tests are deprecated in favor of API Monitoring. Use when this capability is needed.
- tomevault-io Bundle Implementation Plan Review
Expert review of an implementation plan against a GitHub issue/enhancement description (provided as a local file or a GitHub issue URL) and the current repository codebase. Use when asked to critique a plan for correctness, completeness, codebase alignment, risks, and test/rollout readiness (do not implement). Use when this capability is needed.
- tomevault-io Bundle Bolta Audit Export Activity
Export audit/activity events for a workspace (agent + human actions) for debugging and compliance. Use when this capability is needed.
- tomevault-io Bundle Parallel Dev Cycle
Multi-agent parallel development cycle with requirement analysis, exploration planning, code development, and validation. Orchestration runs inline in main flow (no separate orchestrator agent). Supports continuous iteration with markdown progress documentation. Triggers on "parallel-dev-cycle". Use when this capability is needed.
- tomevault-io Bundle Cboone Agent Harness Plugins Scaffold Go Library
Scaffold Go Library
- tomevault-io Bundle Opentelemetry Java
Expert knowledge for instrumenting Java applications with OpenTelemetry. Use when working with Java code instrumentation, adding observability to Java applications, Spring Boot applications, or when asked about OpenTelemetry in Java, tracing in Java, metrics, spans, distributed tracing, Java agent, OTLP exporters, or instrumentation libraries for Java, Spring, Hibernate, JDBC, HTTP clients/servers, or any Java framework. Use when this capability is needed.
- tomevault-io Bundle Object Storage
Object storage patterns for MinIO, S3, and RustFS in data platforms. Use when this capability is needed.
- tomevault-io Bundle Jianghu Status View
搜索与查看江湖任务、讨论、在线 Agent 等状态。用于「有哪些任务」「最近讨论是什么」「谁在线」等只读查看与检索，不涉及发消息或领任务。 Use when this capability is needed.
- tomevault-io Bundle Auto Scenarios
Automatically discovers coding standards from project files (CLAUDE.md, tsconfig.json, ESLint, etc.) and generates validation scenarios for the benchmarks framework. Use when user wants to generate test scenarios from their coding standards or bootstrap benchmarking for a project. Use when this capability is needed.
- tomevault-io Bundle Hs Init Project
Bootstrap Codex-oriented repository structure for both brand-new and already-existing projects. Use when Codex needs to initialize or retrofit root and local AGENTS.md files, a root-level `rule/` directory with `rule/index.md` and `rule/rules/*.md`, human-facing docs structure, a single source-root plus non-runtime boundary model, and GitHub repository workflow policy without guessing ambiguous structural decisions or destructively rewriting existing project contents. Use when this capability is needed.
Audited - tomevault-io Bundle Claudemonetfullstack Claude Skills Plan Capacity
Agent Capacity
- tomevault-io Bundle Ao Weekly Release
Generate the weekly Agent Orchestrator release notes. Runs every Thursday 10:00 IST from the bot cron, or on-demand. Queries the GitHub API for the latest release, merged PRs, commits, contributors, and star counts, and produces a publishable markdown post in the house style. Output is posted to Discord by the cron job after this skill returns. Use when this capability is needed.
- tomevault-io Bundle Cui Javascript Unit Testing
Jest unit testing standards covering configuration, test structure, testing patterns, and coverage requirements Use when this capability is needed.
- tomevault-io Bundle Cyanheads Pubchem MCP Server Release And Publish
Preconditions
- tomevault-io Bundle Multi Agent Architect
Design and orchestrate multi-agent systems. Use when building complex AI systems requiring specialization, parallel processing, or collaborative problem-solving. Covers agent coordination, communication patterns, and task delegation strategies. Use when this capability is needed.
- tomevault-io Bundle Network Monitoring
Monitor UniFi network infrastructure including sites, devices, and system health. Diagnose connectivity issues, track device performance, and generate network diagnostics. Use when this capability is needed.
- tomevault-io Bundle Googlesheets Automation
Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically. Use when this capability is needed.
- tomevault-io Bundle Davila7 Claude Code Templates Agent Tool Builder
Agent Tool Builder
- tomevault-io Bundle Whisper
OpenAI's general-purpose speech recognition model. Supports 99 languages, transcription, translation to English, and language identification. Six model sizes from tiny (39M params) to large (1550M params). Use for speech-to-text, podcast transcription, or multilingual audio processing. Best for robust, multilingual ASR. Use when this capability is needed.
- tomevault-io Bundle Verl Rl Training
Provides guidance for training LLMs with reinforcement learning using verl (Volcano Engine RL). Use when implementing RLHF, GRPO, PPO, or other RL algorithms for LLM post-training at scale with flexible infrastructure backends.
- tomevault-io Bundle Reminders Management
Use when managing Apple Reminders via MCP - covers list organization, reminder creation/updates, search patterns, and integration with other productivity workflows
- tomevault-io Bundle Repo B Control Center Ops
Operate and debug <PRIVATE_REPO_B> Control Center and thin-waist service surfaces. Use when working on connector routing, Lighthouse checks, MCP/Agent Bridge endpoints, pose bridge, canonical desktop startup/restart behavior, shortcut ownership, or window lifecycle/state ownership. Use when this capability is needed.
- tomevault-io Bundle Security Prompts Auth
Authentication and authorization prompt templates for RBAC implementation, permissions systems, ownership verification, and authorization testing. Use when setting up roles, implementing access control, or testing authorization logic. Triggers include "RBAC", "role-based access", "permissions", "ownership", "authorization", "access control", "user roles", "auth testing". Use when this capability is needed.
- tomevault-io Bundle Security Prompts Engineering
Comprehensive security prompt templates for implementing secure features with multiple security layers. Use for complex implementations like forms, authenticated endpoints, public APIs, admin features, file uploads, middleware composition, and security testing. Triggers include "secure form", "authenticated endpoint", "public endpoint", "admin action", "file upload", "composable middleware", "security testing", "new security control". Use when this capability is needed.
- tomevault-io Bundle Value Design Concept
価値デザインモデルのコンセプトを作成（Phase 2-2） Use when this capability is needed.
- tomevault-io Bundle Value Design Meaning
価値デザインモデルの意味の作成（Phase 2-4a） Use when this capability is needed.
- tomevault-io Bundle Helixdevelopment Helixagent Agent Context Loader
Agent Context Loader
- tomevault-io Bundle Helixdevelopment Helixagent Vertex Agent Builder
Vertex AI Agent Builder
- tomevault-io Bundle AI Engineer Agent
Build LLM applications, RAG systems, and prompt pipelines. Implements vector search, agent orchestration, and AI API integrations. Use when building LLM features, chatbots, AI-powered applications, or need guidance on AI/ML engineering patterns. Use when this capability is needed.
- tomevault-io Bundle Pixi Make Cu Build Env
Guides the agent to setup a new or existing Pixi environment for compiling C++ and CUDA code. It ensures the correct compilers, toolkits, and CMake configurations are in place for a robust user-space build. Use when this capability is needed.
- tomevault-io Bundle Ilysenko Codex Desktop Linux Codex Desktop Linux
agent-workspace-linux
- tomevault-io Bundle Context Auditor
This skill must ALWAYS be invoked at the start of every spec — it audits the agent's own system prompt for broken references before any work begins. Invoke unconditionally regardless of goal keywords. Detects phantom infrastructure, ghost paths, incorrect URLs, missing CLI tools, and absent .env files referenced in CLAUDE.md, copilot-instructions.md, or any active system prompt instructions. Use when this capability is needed.
- tomevault-io Bundle Maximus Plan
Use when the user wants to create, update, extend, or replace a Maximus Loop task plan (plan.json). Triggers on "create a plan", "plan this feature", "generate tasks", "break this down into tasks", "add tasks for", "scope this work", "plan the next phase", "update the plan", or /maximus-plan. Not for running the engine or monitoring — only for plan creation and modification.
- tomevault-io Bundle 041 Planning Plan Mode
Use when creating a plan using Plan model and enhancing structured design plans in Cursor Plan mode for Java implementations. Use when the user wants to create a plan, design an implementation, structure a development plan, or use plan mode for outside-in TDD, feature implementation, or refactoring work. This should trigger for requests such as Create a plan with Cursor Plan mode; Write a plan with Claude Plan mode; Design an implementation plan; Structure a development plan. Part of cursor-rules-java project
- tomevault-io Bundle Jamesyorke Worktree Agent Skill Worktree Manager
Worktree Manager
Frequently asked questions
What are AI & ML agent skills?
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
Which AI & ML skills are most installed?
Popular AI & ML skills on SkillMD right now include connectivity-ble, blazemeter-functional-testing, implementation-plan-review. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do AI & ML skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.