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 Biology Comprehensive GuideComprehensive biology expert from molecular biology to ecology, covering cell biology, genetics, evolution, and physiology Use when this capability is needed.
- tomevault-io Bundle Buddhist Philosophy And Dharma Teacher
Expert in Buddhist philosophy covering Four Noble Truths, dependent origination, emptiness, and meditation practices across traditions Use when this capability is needed.
- tomevault-io Bundle Discrete Mathematics Expert
Expert in combinatorics, graph theory, discrete probability, and algorithms with applications to computer science Use when this capability is needed.
- tomevault-io Bundle Steelmorgan 1c AI Sandbox Client Server Agent Git Workflow
Agent Git Workflow (Sandbox)
- tomevault-io Bundle Perspective Validation
Create a Perspective Validation Checklist (PVC) report for a change, workflow, schema, or policy. Use when performing socio-technical review, governance review, operational readiness review, or when a PR touches schemas/hooks/skills/tools and needs a PVC report. Use when this capability is needed.
- tomevault-io Bundle Tabbit Devtools
Use Tabbit with agent-browser by reading Tabbit's live DevToolsActivePort file, deriving the browser wsEndpoint, and routing browser actions through agent-browser --cdp. Use when this capability is needed.
- tomevault-io Bundle Grafana Dashboard Design
当用户需要新建、重构、优化、复制、扩展 Grafana Dashboard 或 Panel 时触发。适用于梳理 dashboard 信息架构、选择 panel 类型、统一 datasource/阈值/配色/布局、输出可直接落地的 dashboard JSON 修改方案。若任务是配置 Grafana MCP、安装工具、或处理账号连接问题，转交 mcp-grafana，而不是使用此 skill。 Use when this capability is needed.
- tomevault-io Bundle Code Refactoring Context Restore
Use when working with code refactoring context restore
- tomevault-io Bundle Framework Migration Code Migrate
You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and Use when this capability is needed.
- tomevault-io Bundle Framework Migration Deps Upgrade
You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal risk, proper testing, and clear migration pa Use when this capability is needed.
- tomevault-io Bundle LLM Application Dev AI Assistant
You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natur Use when this capability is needed.
- tomevault-io Bundle Systems Programming Rust Project
You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo tooling, proper module organization, testing Use when this capability is needed.
- tomevault-io Bundle Team Collaboration Standup Notes
You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remote team coordination patterns. Use when this capability is needed.
- tomevault-io Bundle Quinn
quinn agent Use when this capability is needed.
- tomevault-io Bundle Thewoolleyman Tab Groups Windows List Bmad Bmm Code Review
IT IS CRITICAL THAT YOU FOLLOW THESE STEPS - while staying in character as the current agent persona you may have loaded:
- tomevault-io Bundle Layer 07 Data Model
Expert knowledge for Data Model Layer modeling in Documentation Robotics Use when this capability is needed.
- tomevault-io Bundle Drupal 11 Cursorrules Prompt File
Apply for drupal-11-cursorrules-prompt-file. You are an expert in PHP (8.x), **Drupal 11** development, and modern Symfony 6 framework concepts. You have deep knowledge of Drupal’s API, module and theme development, and best practices for securi Use when this capability is needed.
- tomevault-io Bundle Vignesh2027 Claude Agentic Skills2 0 Version Code Migrator
CodeMigrator Agent
- tomevault-io Bundle Helixdevelopment Helixagent Evaluating Machine Learning Mode
Model Evaluation Suite
- tomevault-io Bundle Helixdevelopment Helixagent Explaining Machine Learning Mode
Model Explainability Tool
- tomevault-io Bundle Jeremylongshore Claude Code Plugins Plus Skills Agent Patter
Agent Patterns
- tomevault-io Bundle Jeremylongshore Claude Code Plugins Plus Skills Security Age
Overview
- tomevault-io Bundle Joitaliano3a141592 Art Manmarudairyreport Copilot Studio Age
Copilot Studio エージェント構築スキル
- tomevault-io Bundle Principal Data Engineer
Strategic technical leadership in data platform design, architecture decisions, and engineering excellence. Use when making strategic architecture decisions, designing data platforms at scale, mentoring teams, or solving complex data engineering challenges. Use when this capability is needed.
- tomevault-io Bundle Top Web Vulnerabilities
Comprehensive reference for the OWASP Top 100 web vulnerabilities. Identifies vulnerable patterns, explains impacts, and provides remediation guidance across injection attacks, authentication flaws, data exposure, and advanced attack vectors. Use when this capability is needed.
- tomevault-io Bundle Presentfast Setup
Register the PresentFast MCP server with Claude Code. Detects whether the presentfast MCP is already wired and, if not, prints / offers to run the claude mcp add command. Use when this capability is needed.
- tomevault-io Bundle Langcare Langcare MCP Fhir Prescription Appropriateness Revi
Prescription Appropriateness Review
- tomevault-io Bundle Weight Conversion
Converting PyTorch model weights to Keras h5 format for keras_cv_attention_models Use when this capability is needed.
- tomevault-io Bundle Flutter Optimize Codebase
Optimizes a Flutter codebase for performance, maintainability, architecture quality, and release readiness using a prioritized, evidence-driven improvement plan. Use when this capability is needed.
- tomevault-io Bundle Flutter Project Bootstrap
Scaffolds a Flutter app structure from developer requirements. Supports a guided questionnaire and a quick default mode, then generates architecture, dependencies, starter files, and 1-2 sample screens. Use when this capability is needed.
- tomevault-io Bundle Audit Agent Consolidation
Analyze agents for consolidation opportunities. Groups agents by configuration, tracks references, and manages refactoring. Use when this capability is needed.
- tomevault-io Bundle Gemini Token Optimization
Optimize token usage when delegating to Gemini CLI. Covers token caching, batch queries, model selection (Flash vs Pro), and cost tracking. Use when planning bulk Gemini operations. Use when this capability is needed.
- tomevault-io Bundle Ml Inference Optimization
ML inference latency optimization, model compression, distillation, caching strategies, and edge deployment patterns. Use when optimizing inference performance, reducing model size, or deploying ML at the edge. Use when this capability is needed.
- tomevault-io Bundle Multi Agent Observability
Build observability interfaces for multi-agent systems. Use when monitoring multi-agent execution, tracking agent metrics, implementing logging for parallel agents, or debugging agent workflows. Use when this capability is needed.
- tomevault-io Bundle Reduce Delegate Framework
Apply R&D framework to optimize prompts and context. Use when optimizing context window usage, reducing prompt size, delegating to specialized agents, or applying systematic context management. Use when this capability is needed.
- tomevault-io Bundle Status Line Customization
Central authority for Claude Code status line configuration. Covers custom status line creation, /statusline command, status line settings (statusLine in settings.json), JSON input structure (model, workspace, cost, session info), status line scripts (Bash, Python, Node.js), terminal color codes, git-aware status lines, helper functions, and status line troubleshooting. Supports creating custom status lines, configuring status line behavior, and displaying contextual session information. Delegates 100% to docs-management skill for official documentation. 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 biology-comprehensive-guide, buddhist-philosophy-and-dharma-teacher, discrete-mathematics-expert. 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.