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 Loonghao Dcc MCP Houdini Houdini Devhoudini-dev
- tomevault-io Bundle Lukacf MCP The Force Using The Force
Using The Force MCP Server
- tomevault-io Bundle Flutter Forms
Builds Flutter forms with validation and user input handling. Use when creating login screens, data entry forms, or any multi-field user input.
- tomevault-io Bundle Ma1orek Replay Cloudflare MCP Server
Cloudflare MCP Server Skill
- tomevault-io Bundle Git Pr Workflow
Use when a task should follow a consistent working-branch, review, verify, commit, push, and PR-handoff flow across repositories. Helps enforce branch hygiene before edits, use repo-aware branch naming, pause for user review before the final verification gate, commit in coherent batches with consistent prefixes, and finish with pushed changes plus a clickable GitHub PR link and copy-pasteable PR notes.
- tomevault-io Bundle Codex Compat
Generate Codex hooks.json and AGENTS.md from Claude Code hooks. Maps supported hooks directly, including Edit|Write apply_patch aliases, and keeps Stop batch checks only as fallback. Use when setting up Codex compatibility or dual-agent support. Use when this capability is needed.
- tomevault-io Bundle Deep Doc Reader
Deep analysis and Q&A for long documents (PDF reports, contracts, papers, manuals). Uses PageIndex MCP to build hierarchical tree indexes and reason over document structure for precise section-level retrieval. Use when this capability is needed.
- tomevault-io Bundle Scheduled Tasks
Create and manage scheduled recurring tasks using OS-native schedulers (cron/launchd/Task Scheduler). Enable the agent to perform tasks at specified times. Use when this capability is needed.
- tomevault-io Bundle Agent Teams Advanced
Advanced patterns for Claude Code Agent Teams — topology design, cross-team communication, worktree coordination, failure handling, and cost management Use when this capability is needed.
- tomevault-io Bundle Reddit Browser Automation
This skill provides tools and techniques for Postmill/Reddit-like forum automation. Includes account creation, posting, forum creation and wiki management. Suitable for tasks requiring complex operations on forum platforms. Use when this capability is needed.
- tomevault-io Bundle Convex MCP
Queries Convex database using the Convex MCP server. Use when checking data in the database, listing tables, running queries, or inspecting Convex deployments. Use when this capability is needed.
- tomevault-io Bundle AI Native CI CD
Use when editing GitHub Actions workflows, CI configuration, or deployment pipelines — prevents push-triggered full deploys, enforces PR-only / manual triggers, and adds debounce for high-frequency agent pushes. TRIGGER on changes to .github/workflows/*.yml or any CI config.
- tomevault-io Bundle MCP Publish
Guide for publishing MCP servers to NPM (TypeScript/Node.js) or UVX (Python). Use when preparing MCP servers for public distribution, validating package configuration, or walking through the npm publish or uvx/PyPI publishing workflow. Triggers include requests to publish, release, or distribute MCP servers. Use when this capability is needed.
- tomevault-io Bundle Comfyui Workflow Builder
Generate, build, create, or design ComfyUI workflow JSON from natural language descriptions. Produces valid node graphs with correct class_types, connections, output indices, and model-appropriate settings. Handles txt2img, img2img, inpainting, ControlNet, LoRA stacking, upscaling, and face detailing pipelines. Does NOT cover ComfyUI installation, custom node development, Python scripting, model training, hardware advice, or architectural explanations. Use when this capability is needed.
- tomevault-io Bundle Specialization Loader
Compose technology-specific agent identity and patterns. Invoke before spawning agents (Developer, SSE, QA, Tech Lead, RE, Investigator) to enhance expertise based on project stack. Returns composed specialization block with token budgeting. Use when this capability is needed.
- tomevault-io Bundle Mfmezger AI Agent Dotfiles Github Pr
GitHub Workflow
- tomevault-io Bundle Mguinada Agent Skills AI Engineering
AI Engineering
- tomevault-io Bundle Microsoft Vscode Agent Customization
Agent Customization
- tomevault-io Bundle Anyoneanderson Agent Skills Handover
handover — Session Continuity Protocol
- tomevault-io Bundle Rlm Development
Guide for developing and contributing to the pyrlm-runtime project. Use when modifying core modules, adding features, fixing bugs, or understanding the architecture of the Recursive Language Model runtime. Use when this capability is needed.
- tomevault-io Bundle Appwrite Swift
Appwrite Swift SDK skill. Use when building native iOS, macOS, watchOS, or tvOS apps, or server-side Swift applications with Appwrite. Covers client-side auth (email, OAuth), database queries, file uploads, real-time subscriptions with async/await, and server-side admin via API keys for user management, database administration, storage, and functions. Use when this capability is needed.
- tomevault-io Bundle Plugin Builder
Builds Claude Code plugins — shareable packages that bundle skills, hooks, MCP server configs, and agent definitions into a single distributable unit with plugin.json manifest. Use when creating, scaffolding, packaging, or publishing Claude Code plugins.
- tomevault-io Bundle Omcustomfix Refs
Fix broken agent references and symlinks Use when this capability is needed.
- tomevault-io Bundle Basher83 Agent Auditor Skill Creator
Skill Creator
- tomevault-io Bundle Basher83 Agent Auditor Skill Factory
Skill Factory
- tomevault-io Bundle Bbeierle12 Skill MCP Claude R3f Drei
R3F Drei
- tomevault-io Bundle Prompt Eval
Self-improvement framework for Claude Code prompts. Pass a profile name to evaluate variations of that target prompt via a 3-level cascade (stability via embeddings, decision-consistency via parsing, and pairwise quality via a judge bracket). The skill itself is the team lead — it dispatches all runner teammates directly at the top level (no nested teams), so every parallel agent is visible in the Claude Code Agent Teams tmux split. Use when this capability is needed.
- tomevault-io Bundle Bingowon Apple RAG MCP Apple RAG MCP
Apple Developer Documentation
- tomevault-io Bundle Node MCP Server
Imported skill node_mcp_server from anthropic Use when this capability is needed.
- tomevault-io Bundle Read Temp File
Reads the content of a file located in the temporary directory (temp/) which is otherwise ignored by git. Use when this capability is needed.
- tomevault-io Bundle Bloom Canvas Tool Manual Testing
explore, reproduce, and verify Canvas Element behaviors manually via chrome-devtools-mcp, not in a playwright test. Use when this capability is needed.
- tomevault-io Bundle Bonnard Metabase Migrate
Guide migration from an existing Metabase instance to a Bonnard semantic layer. Use when user says "migrate from metabase", "import metabase", "metabase to semantic layer", or has Metabase data they want to model. Use when this capability is needed.
- tomevault-io Bundle System Prompt Creator
Use when working with a skill that analyzes user requirements to generate production-ready system prompts. It determines whether a single or multi-prompt architecture is needed and queries for missing information if requirements are insufficient.
- tomevault-io Bundle Prototype Pollution
Detect prototype pollution via object merge/clone/assign operations where __proto__ or constructor.prototype keys can modify Object.prototype. Use when this capability is needed.
- tomevault-io Bundle Rozenite Agent Sdk
Use Rozenite for Agents through `@rozenite/agent-sdk` in Node.js or TypeScript code. Trigger this skill when Codex needs to write or run scripts, wrappers, automations, benchmarks, or agent runtimes that call Rozenite programmatically instead of driving the `rozenite agent` CLI directly. Use when this capability is needed.
- tomevault-io Bundle Computer Vision
Image classification, object detection, and vision model development. 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 loonghao--dcc-mcp-houdini--houdini-dev, lukacf--mcp-the-force--using-the-force, flutter-forms. 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.