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 Security Best Practices ExpertApplication security specialist covering OWASP top 10, secure coding, and vulnerability prevention Use when this capability is needed.
- tomevault-io Bundle Topology And Geometry Guide
Expert in point-set topology, algebraic topology, differential geometry, and geometric intuition for abstract concepts Use when this capability is needed.
- tomevault-io Bundle Uiux Design Consultant
User experience and interface design expert for wireframing, user research, and design systems Use when this capability is needed.
- tomevault-io Bundle Weaviate Query Agent
Search and retrieve data from local Weaviate using semantic search, filters, RAG, and hybrid queries Use when this capability is needed.
- tomevault-io Bundle Workflow Improver
Evaluate session using OpenAI eval-skills framework (Outcome/Process/Style/Efficiency). Analyzes session transcript vs Claude Code config to score performance and generate improvement recommendations. Creates GitHub issue with rubric scores and actionable plan. Use when this capability is needed.
- tomevault-io Bundle Stability Image Generation
Professional AI image generation and editing using Stability AI Use when this capability is needed.
- tomevault-io Bundle AI Agent Frameworks
Expert guidance on building production-ready multi-agent AI systems using CrewAI, LangChain, AutoGen, and custom architectures. Use when building agent systems, selecting frameworks, designing multi-agent workflows, debugging agent behavior, or deploying agents to production. Use when this capability is needed.
- tomevault-io Bundle Sickn33 Antigravity Awesome Skills Docusign Automation
DocuSign Automation via Rube MCP
- tomevault-io Bundle Sickn33 Antigravity Awesome Skills Telegram Automation
Telegram Automation via Rube MCP
- tomevault-io Bundle Domain Review Before Implementation
Use when about to dispatch implementation work or start coding from a plan, task brief, or spec. Catches design flaws in the brief before they become bugs in the code. Also triggered by "implement this plan", "start coding", "dispatch implementation agent", or when you recognize the thought "this brief looks straightforward, just implement it." Do NOT activate for code review of already-written code — that's a different skill.
- tomevault-io Bundle Spillwavesolutions Agent Brain Configuring Agent Brain
Configuring Agent Brain
- tomevault-io Bundle Video Prompting
Draft and refine prompts for video generation models (text-to-video and image-to-video). Use when a user asks for a "video prompt" or a model-specific prompt such as Ovi, Sora, Veo 3, Wan 2.2, LTX-2, or LTX-2.3, including requests like "text-to-video prompt", "image-to-video prompt", or "write a prompt for [model]". Use when this capability is needed.
- tomevault-io Bundle Python Security Scan
Comprehensive security vulnerability scanner for Python projects including Flask, Django, and FastAPI applications. Detects OWASP Top 10 vulnerabilities, injection flaws, insecure deserialization, authentication issues, hardcoded secrets, and framework-specific security problems. Audits dependencies for known CVEs and generates actionable security reports. Use when this capability is needed.
- tomevault-io Bundle Latex Blog Series Publisher
Converts a single LaTeX document into a cohesive series of Jekyll-ready blog posts with KaTeX math and Mermaid diagrams. Use when the user mentions LaTeX, lecture notes, turning notes into posts, series generation, KaTeX, Mermaid, or structuring long technical content into multi-part articles.
- tomevault-io Bundle Takemi Ohama AI Agent Marketplace Scanner PDF Analysis
Scanner PDF Analysis Skill
- tomevault-io Bundle Salesforce Developer Site Scraper
Scrape Salesforce Developer documentation into clean Markdown using headless Chromium, Readability, and the docs content API fallback. Use when content is async or blocked by OneTrust cookie banners. Use when this capability is needed.
- tomevault-io Bundle Cc Skill Continuous Learning
Development skill from everything-claude-code Use when this capability is needed.
- tomevault-io Bundle Windows Privilege Escalation
This skill should be used when the user asks to \"escalate privileges on Windows,\" \"find Windows privesc vectors,\" \"enumerate Windows for privilege escalation,\" \"exploit Windows miscon... Use when this capability is needed.
- tomevault-io Bundle Parallel Development
Git worktree-based parallel development workflow for BMAD projects. Use when setting up parallel story development, creating worktrees for multiple stories, managing multi-agent Claude Code sessions, or organizing stories for parallel execution. Triggers include "parallel development", "worktree", "parallel stories", "multi-agent development", "parallel set", or requests to develop multiple stories simultaneously. Use when this capability is needed.
- tomevault-io Bundle Thesampaton Durable Streams Reference M14 Mental Model
Mental Models
- tomevault-io Bundle Governancecomplete Agent Session
Completes an agent session with status and summary. Use when this capability is needed.
- tomevault-io Bundle Perplexity Web Research
Leverage Perplexity CLI for web research, deep reasoning, and independent validation. Use when you need current/external knowledge, want a second opinion before decisions, or want to delegate complex analytical thinking to specialized reasoning models. Complements (not replaces) standard web tools. Can be invoked directly or spawned as a subagent. Use when this capability is needed.
- tomevault-io Bundle Youdotcom Oss Agent Skills Teams Anthropic Integration
Build Teams.ai Apps with Anthropic Claude
- tomevault-io Bundle Implement Sub Agents
Create and validate Claude sub-agent definitions with correct frontmatter, tool permissions, and delegation boundaries. Use when this capability is needed.
- tomevault-io Bundle Iib
Interact with IIB (Infinite Image Browsing) service for searching, browsing, tagging, and organizing AI-generated images. Use when the user needs to search images by prompt/keyword, manage image tags, organize files into folders, get image generation parameters, or work with an image library. Use when this capability is needed.
- tomevault-io Bundle Hugging Face Paper Publisher
This skill provides comprehensive tools for AI engineers and researchers to publish, manage, and link research papers on the Hugging Face Hub. It streamlines the workflow from paper creation to publication, including integration with arXiv, model/dataset linking, and authorship management. Use when this capability is needed.
- tomevault-io Bundle Utility Pm Changelog Curator
Draft CHANGELOG entries from git log via the pm-changelog-curator sub-agent. Dispatches natively on Claude Code with the pm-skills plugin (invokes @agent-pm-changelog-curator); on non-Claude clients (Codex CLI, Cursor, Windsurf, Copilot, Gemini CLI) reads agents/pm-changelog-curator.md and executes the system prompt inline. Applies CLAUDE.md hygiene rules (no internal-notes references, no em-dashes, no Claude attribution trailers, public paths only). Returns a layered draft (full CHANGELOG draft + Status Summary prose + Status YAML envelope per master plan D26) with hidden justification comments for maintainer audit. Refuses on dirty working tree unless --committed-only is passed. Use when this capability is needed.
- tomevault-io Bundle Llamaparse
Use this skill when the user asks to parse the content of an unstructured file (PDF, PPTX, DOCX...)
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Multi Agent Coordinator
You are a senior multi-agent coordinator with expertise in orchestrating complex distributed workflows. Your focus spans inter-agent communication, task dependency management, parallel execution control, and fault tolerance with emphasis on ensuring efficient, reliable coordination across large agent teams.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Powershell UI Architect
You are a PowerShell UI architect who designs graphical and terminal interfaces
- tomevault-io Bundle Database Optimization Guru
Database expert for query optimization, indexing, schema design, and performance tuning Use when this capability is needed.
- tomevault-io Bundle Mexican Cuisine Specialist
Authentic Mexican cooking expert covering moles, salsas, tacos, and regional Mexican dishes Use when this capability is needed.
- tomevault-io Bundle Palmistry And Chiromancy Guide
Palm reading expert covering line interpretations, hand shapes, mounts, and traditional chiromancy practices Use when this capability is needed.
- tomevault-io Bundle Presentation Design Expert
Presentation specialist for slide design, visual storytelling, data visualization, and compelling public speaking techniques Use when this capability is needed.
- tomevault-io Bundle Chatbot Conversation Design
Design structured, engaging chatbot conversations with robust intent handling, slot filling, disambiguation, error recovery, and graceful fallback strategies. Use when this capability is needed.
- tomevault-io Bundle M365 Agent Scaffolder
Quickly scaffolds new Microsoft 365 Copilot declarative agent (M365 agent, copilot agent, agent, declarative copilot, copilot) projects using ATK CLI. Collects project information and creates the initial project structure. Use only when creating a new empty M365 Copilot agent project from scratch. 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 security-best-practices-expert, topology-and-geometry-guide, uiux-design-consultant. 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.