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 Shareai Lab Learn Claude Code Learn Claude CodeAgent Builder
- tomevault-io Bundle M3 Web Android
Implement Material Design 3 in Android using Jetpack Compose Material 3. Covers theme setup, dynamic color (Material You), M3 Expressive components, and Compose integration. Use this when building M3-styled native Android applications. Use when this capability is needed.
- tomevault-io Bundle Dependency Review System
依赖关系优先的 AI Review 总调度 Skill。通过“机械门禁 + LLM 判读 + 人工兜底”输出可执行评审结论。 Use when this capability is needed.
- tomevault-io Bundle Output Style Enforcement
Monitors agent responses for style compliance and provides correction hints
- tomevault-io Bundle Agentmd Init
Creates or updates AGENTS.md with standard workflow sections including Design Principles, Bead Closure, Workflow, Landing the Plane, Issue Tracking, and Agent Best Practices.
- tomevault-io Bundle Odoo Model Inspector
This skill analyzes Odoo model inheritance chains and fields, showing "who stands on whom" with complete inheritance hierarchy including all fields and methods from all modules. Should be used when understanding model structure, checking available fields before adding new ones, or tracing inheritance dependencies. Use when this capability is needed.
- tomevault-io Bundle Using Streamlit Markdown
Covers all Markdown features in Streamlit including GitHub-flavored syntax plus Streamlit extensions like colored text, badges, Material icons, and LaTeX. Use when formatting text, labels, tooltips, or any text-rendering element. Use when this capability is needed.
- tomevault-io Bundle Si Setup MCP Oss
Set up MCP server for AI assistant integration (manual setup). Free and open source. Use when this capability is needed.
- tomevault-io Bundle Superplane Issue Logger
When researching, classifying, drafting, or logging general SuperPlane issues (bug, enhancement, feature, papercut). Use for natural-language issue descriptions, tmp/pm_logger drafts, and optional GitHub MCP logging with labels. Use when this capability is needed.
- tomevault-io Bundle Synchronize
Merge outputs from multiple sources, resolve conflicts, and reconcile constraints into a unified result. Use when combining parallel agent outputs, merging data from different systems, or reconciling conflicting information. Use when this capability is needed.
- tomevault-io Bundle Writing Dev Diary
「開発日誌更新」「開発日誌作って」の言及時に使用。esa-llm-scoped-guardで開発日誌を新規作成・更新します。 Use when this capability is needed.
- tomevault-io Bundle Sfcc Cartridge Development
Guide for creating, configuring, and deploying custom SFRA cartridges in Salesforce B2C Commerce. Use this when asked to create a new cartridge, set up a cartridge structure, or work with cartridge paths. Use when this capability is needed.
- tomevault-io Bundle Antigravity Workflows
Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA. Use when this capability is needed.
- tomevault-io Bundle Devops Troubleshooter
Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability. Use when this capability is needed.
- tomevault-io Bundle Discord Bot Architect
Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding. Use when this capability is needed.
- tomevault-io Bundle Interactive Portfolio
Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios,... Use when this capability is needed.
- tomevault-io Bundle Linux Shell Scripting
This skill should be used when the user asks to \"create bash scripts\", \"automate Linux tasks\", \"monitor system resources\", \"backup files\", \"manage users\", or \"write production she... Use when this capability is needed.
- tomevault-io Bundle Nanobanana Ppt Skills
AI-powered PPT generation with document analysis and styled images Use when this capability is needed.
- tomevault-io Bundle Personal Tool Builder
Expert in building custom tools that solve your own problems first. The best products often start as personal tools - scratch your own itch, build for yourself, then discover others have the same i... Use when this capability is needed.
- tomevault-io Bundle Shodan Reconnaissance
This skill should be used when the user asks to \"search for exposed devices on the internet,\" \"perform Shodan reconnaissance,\" \"find vulnerable services using Shodan,\" \"scan IP ranges... Use when this capability is needed.
- tomevault-io Bundle Tdd Workflows Tdd Red
Generate failing tests for the TDD red phase to define expected behavior and edge cases. Use when this capability is needed.
- tomevault-io Bundle Techwavedev Agi Agent Kit Twilio Communications
Twilio Communications
- tomevault-io Bundle Testany Io Testany Agent Skills Brd Interviewer
BRD Interviewer - 业务需求访谈专家
- tomevault-io Bundle Comfyui Converter
Your job is to convert a json workflow graph for ai image generation into a typescript function. Use when this capability is needed.
- tomevault-io Bundle Managing Subagents
Analyzes subagent usage patterns to determine when to delegate tasks, evaluates and improves existing subagent configurations, creates new custom subagents when needed, and identifies outdated subagent information. Use when deciding if a task should use a subagent, analyzing existing agents for effectiveness, recommending agent improvements, creating specialized agents for recurring patterns, or managing agent configurations. Optimizes Claude's subagent usage for performance, context preservation, and task specialization.
- tomevault-io Bundle Extension Expert
Use this skill when the user wants to create, scaffold, or configure a new Gemini CLI extension. It provides expert guidance on manifest structure, MCP servers, Agent Skills, and release workflows.
- tomevault-io Bundle Animate Performance
This skill should be used when the user asks to "optimize performance", "check for memory leaks", "improve performance", "performance tuning", "調整效能", "效能優化", "檢查記憶體洩漏", or mentions performance issues in Adobe Animate or CreateJS projects. Use when this capability is needed.
- tomevault-io Bundle Use Tinyfish
Use when working with the complete web toolkit for your agent. Search the web and get answers in milliseconds. Fetch any URL and get clean markdown back. Send a browser agent to navigate sites, fill forms, and extract structured data. Spin up a headless browser for full programmatic control. Use when you need to search the web, extract/scrape data from websites, handle bot-protected sites, or automate browser tasks using natural language.
- tomevault-io Bundle Plan Execution
Use when executing implementation plans. Selects between agent teams (parallel teammates in worktrees) and subagents (parallel Task tool dispatch) based on availability.
- tomevault-io Bundle AI Threat Testing
Offensive AI security testing and exploitation framework. Systematically tests LLM applications for OWASP Top 10 vulnerabilities including prompt injection, model extraction, data poisoning, and supply chain attacks. Integrates with pentest workflows to discover and exploit AI-specific threats. Use when this capability is needed.
- tomevault-io Bundle Arc Agent Driven
Use when executing task lists where each task requires isolated execution
- tomevault-io Bundle LLM Integration
LLM integration patterns for function calling, streaming responses, local inference with Ollama, and fine-tuning customization. Use when implementing tool use, SSE streaming, local model deployment, LoRA/QLoRA fine-tuning, or multi-provider LLM APIs. Use when this capability is needed.
- tomevault-io Bundle Ydc Claude Agent Sdk Integration
Integrate Claude Agent SDK with You.com HTTP MCP server for Python Use when this capability is needed.
- tomevault-io Bundle X Ipe Meta Lesson Learned
Capture issues and feedback for skill improvement. Use when a skill execution had problems, human provides feedback, or agent observes suboptimal behavior. Triggers on requests like "capture lesson", "record issue", "this skill failed", "improve this skill". Records lessons in x-ipe-docs/skill-meta/{skill}/x-ipe-meta-lesson-learned.md for future skill updates. Use when this capability is needed.
- tomevault-io Bundle Nix Profile Manager
Expert guidance for agents to manage local Nix profiles for installing tools and dependencies. Covers flakes, profile management, package searching, and registry configuration. Use when this capability is needed.
- tomevault-io Bundle Implement V2
Implement v2.0 dynamic dialogue features for Yui Protocol. Use when working on memory hierarchy, consensus system, or facilitator agent. 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 shareai-lab--learn-claude-code--learn-claude-code, m3-web-android, dependency-review-system. 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.