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 Python RefactoringPython refactoring triggers and guidelines for code size limits Use when this capability is needed.
- tomevault-io Bundle Gaggimate Profiles
Create custom espresso extraction profiles for Gaggimate-equipped machines (Gaggia Classic Pro, Gaggia Classic Evo, Rancilio Silvia). Use when designing pressure profiles, flow profiles, blooming profiles, lever simulation profiles, or helping with espresso extraction settings and troubleshooting. Also use when the user mentions Gaggimate, espresso profiles, pressure profiling, or extraction parameters. Use when this capability is needed.
- tomevault-io Bundle Senior Brand Strategist
Use when working with an advanced AI agent that acts as a Senior Brand Strategist. It automates project setup, applies elite market methodologies (Archetypes, StoryBrand, Personas), and generates structured brand assets while preventing hallucinations via strict context shielding.
- tomevault-io Bundle Worktrees Ops
Git worktrees operations for parallel conductor workflows, enabling multiple agent sessions on different branches simultaneously. Use for creating, managing, and cleaning up worktrees with VS Code 1.109. Use when this capability is needed.
- tomevault-io Bundle DB Index Strategy
Index strategy workflow for balancing read latency, write amplification, and plan stability on critical query paths. Use when query performance depends on index design trade-offs; do not use for high-level conceptual modeling. Use when this capability is needed.
- tomevault-io Bundle Documentation Rfc
Author RFC documents for proposed technical changes with clear problem framing, options, tradeoffs, and decision path. Use when proposal alignment and review sign-off are needed before implementation; do not use for post-decision implementation-only docs. Use when this capability is needed.
- tomevault-io Bundle Threat Model Generation
Generate a STRIDE-based security threat model for a repository. Use when setting up security monitoring, after architecture changes, or for security audits. Use when this capability is needed.
- tomevault-io Bundle Investor Agent
Triggers on stock/market analysis, investment research, earnings, valuations, sentiment queries. Use when this capability is needed.
- tomevault-io Bundle Developing Genkit Tooling
Best practices for authoring Genkit tooling, including CLI commands and MCP server tools. Covers naming conventions, architectural patterns, and consistency guidelines. Use when this capability is needed.
- tomevault-io Bundle Debug Cuda Crash
Tutorial for debugging CUDA crashes using API logging Use when this capability is needed.
- tomevault-io Bundle Chakravarti CLI
Spec-driven agent orchestration. Create specs, plan tasks, run jobs, and review changes. Use when this capability is needed.
- tomevault-io Bundle Gemini Image Gen
Use when asked to generate images (PNG/JPEG), SVG icons, SVG logos, or any visual asset - delegates to Gemini CLI for image generation and SVG code generation via gemini-3-pro model
- tomevault-io Bundle Making Feedback Loopable
Scaffolds build/test/lint/runtime checks so agents get structured, self-locating feedback with file paths, line numbers, and error codes. Use when setting up a repo for AI-assisted development, when an agent is failing to debug due to weak diagnostics, or when asked to make a codebase more LLM-friendly. Use when this capability is needed.
- tomevault-io Bundle Griptape Nodes Workflows
Build, run, and inspect Griptape Nodes workflows by driving the engine's MCP server. Use when the user asks to construct a node workflow, run an existing one, set parameter values, wire connections between nodes, or read output from a workflow run. Triggers include "build a workflow", "add a node to the flow", "connect these nodes", "run the flow", "what does node X output". Use when this capability is needed.
- tomevault-io Bundle Senior Secops
Comprehensive SecOps skill for application security, vulnerability management, compliance, and secure development practices. Includes security scanning, vulnerability assessment, compliance checking, and security automation. Use when implementing security controls, conducting security audits, responding to vulnerabilities, or ensuring compliance requirements. Use when this capability is needed.
- tomevault-io Bundle Root
Manage and guide Hikaze-Model-Manager-2 Codex project work via the .codex governance system. Use when the user says "root skill" or asks to start development based on the root skill, or when asked to set up or operate .codex constitution/workflows/guidelines/jobs, manage jobs/phases/tasks with Markdown checklists, or migrate project prompts from conductor/ into .codex/. Use when this capability is needed.
- tomevault-io Bundle Laohan Skillcreator
创建、优化、评分 Claude Code agent skills 的元 skill（三位一体）。创建从构思到发布全流程；6 维量化评分（frontmatter/工作流/失败模式/检查点/具体性/反例）；迭代优化只保留涨分改动。Use when 用户说"创建skill""写一个skill""新建skill""改skill""优化skill""给skill打分""评分""评估skill质量""skill体检""review skill"或提到 skill 创建/优化/评分相关任何意图。 Use when this capability is needed.
- tomevault-io Bundle Refine Design
検証結果に基づいてデザインを洗練・修正する Use when this capability is needed.
- tomevault-io Bundle Verify Design
デザインの良い点・悪い点を分析し、改善点と改善のための問いを生成 Use when this capability is needed.
- tomevault-io Bundle Hasinhayder Tyro Dashboard Tyro Dashboard
Tyro Dashboard Agent Guide
- tomevault-io Bundle Godot Test Debugger
Godot 测试与调试工作流专家，支持自然语言描述自动完成单元测试、集成测试、错误诊断、性能调试等测试工作 Use when this capability is needed.
- tomevault-io Bundle Contrib Pr Review
Review a contribution PR for safety, quality, and readiness. Checks for security concerns, test coverage, size appropriateness, and intent alignment. Use when reviewing external contributions. Use when this capability is needed.
- tomevault-io Bundle Human Pages AI AI Skills Chrome Extension
Chrome Extension Browser Agent
- tomevault-io Bundle Codex Task Execution Loop
Single-agent execution loop for implementation tasks. Replaces task-executor/quality-fixer subagent cycle with direct Codex skill-driven implementation and quality gates. Use when this capability is needed.
- tomevault-io Bundle Clojure MCP
Use when working with ClojureMCP, the MCP server that connects AI assistants to Clojure projects through nREPL and Clojure-aware tools. Activate when the user asks about installing clojure-mcp, `clojure -Tmcp start`, `:cli-assist`, Claude Code/Codex/Gemini MCP setup, Claude Desktop setup, nREPL ports, `:start-nrepl-cmd`, `.clojure-mcp/config.edn`, allowed directories, tool enable/disable lists, Clojure-aware editing tools, custom MCP tools/prompts/resources, model/tool configuration, project summaries, scratch pad, or troubleshooting ClojureMCP connections.
- tomevault-io Bundle Using Streamlit Layouts
Structuring Streamlit app layouts. Use when placing content in sidebars, columns, containers, or dialogs. Covers sidebar usage, column limits, horizontal containers, dialogs, and bordered cards. Use when this capability is needed.
- tomevault-io Bundle Transition
Define how state changes over time through rules, triggers, and effects. Use when modeling state machines, defining workflows, specifying event handlers, or documenting system dynamics. Use when this capability is needed.
- tomevault-io Bundle Syntaxasspiral Zk Context Vault Agent Steering
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- tomevault-io Bundle Sfcc Localserviceregistry
Guide for creating server-to-server integrations in Salesforce B2C Commerce using LocalServiceRegistry. Use this when asked to integrate external APIs, create HTTP services, implement OAuth flows, or configure service credentials. Use when this capability is needed.
- tomevault-io Bundle Techwavedev Agi Agent Kit Agent Memory Systems
Agent Memory Systems
- tomevault-io Bundle Blockchain Developer
Build production-ready Web3 applications, smart contracts, and Use when this capability is needed.
- tomevault-io Bundle Design Orchestration
Orchestrates design workflows by routing work through brainstorming, multi-agent review, and execution readiness in the correct order. Use when this capability is needed.
- tomevault-io Bundle Metasploit Framework
This skill should be used when the user asks to \"use Metasploit for penetration testing\", \"exploit vulnerabilities with msfconsole\", \"create payloads with msfvenom\", \"perform post-exp... Use when this capability is needed.
- tomevault-io Bundle Minecraft Bukkit Pro
Master Minecraft server plugin development with Bukkit, Spigot, and Paper APIs. Use when this capability is needed.
- tomevault-io Bundle Multi Agent Patterns
This skill should be used when the user asks to "design multi-agent system", "implement supervisor pattern", "create swarm architecture", "coordinate multiple agents", or mentions multi-agent patterns, context isolation, agent handoffs, sub-agents, or parallel agent execution. Use when this capability is needed.
- tomevault-io Bundle Performance Engineer
Expert performance engineer specializing in modern observability, Use when this capability is needed.
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 python-refactoring, gaggimate-profiles, senior-brand-strategist. 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.