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 Local AI ModelsComprehensive guide for implementing on-device AI models on iOS using Foundation Models and MLX Swift frameworks. Use WHEN building iOS apps with (1) Local LLM inference, (2) Vision Language Models (VLMs), (3) Text embeddings, (4) Image generation, (5) Tool/function calling, (6) Multi-turn conversations, (7) Custom model integration, or (8) Structured generation. Use when this capability is needed.
- tomevault-io Bundle Querying Mlflow Metrics
Fetches aggregated trace metrics (token usage, latency, trace counts, quality evaluations) from MLflow tracking servers. Triggers on requests to show metrics, analyze token usage, view LLM costs, check usage trends, or query trace statistics. Use when this capability is needed.
- tomevault-io Bundle Creating Comment Response Actionview Entry
Creates an ActionView entry of type 'pr-comment-response' summarizing how AI agents responded to incoming PR comments. Shows each reviewer comment paired with the AI's draft reply, draft operation, and/or proposed code fix, with per-response approve/delete/reject actions and safe entry-level actions. Use after the AI agent has finished processing incoming comments on a PR.
- tomevault-io Bundle Modbender Skill Library MCP Hostinger
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- tomevault-io Bundle Modbender Skill Library MCP Langchain
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- tomevault-io Bundle Modbender Skill Library MCP Lofy Home
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- tomevault-io Bundle Modbender Skill Library MCP Portainer
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- tomevault-io Bundle Agents Writer
Use when creating or updating AGENTS.md contributor guidelines for this repository.
- tomevault-io Bundle Slide Creator
Use when creating slide decks with Marp/Marpit Markdown (marp), including authoring slide content, designing slide color schemes, and building SVG diagrams or illustrations for the deck.
- tomevault-io Bundle Nasrulhazim Agent Skills Git Workflow
Git Workflow
- tomevault-io Bundle Crush
Build a living AI model of your crush from chat logs, photos, and social media. Runs Bayesian memory tagging, attachment-style diagnosis, and generates a personalized Skill that talks like them. | 把你的 crush 蒸馏成 AI Skill，导入聊天记录，运行贝叶斯信号分析，诊断依恋类型，并模拟对话演习。 Use when this capability is needed.
- tomevault-io Bundle Image Blast Image Edit
Generate one image edit from explicit input images and a prompt. Use for source cleanup, clean plates, object removal, or other FAL-backed image edits. Use when this capability is needed.
- tomevault-io Bundle Neverinfamous Memory Journal MCP Rust
Rust Development & Meta-Cognition
- tomevault-io Bundle Homescout Ingest
Analyze Homescout output directories (current.json, history/*.jsonl(.gz), speedtests.jsonl, speedtests/*.jsonl(.gz)) with CLI tools like jq/rg/awk to answer questions about device presence, outages, scan stats, or speedtest trends. Use when an agent needs to ingest Homescout outputs, especially from remote/Tailscale/Taildrive output paths. Use when this capability is needed.
- tomevault-io Bundle Claude Consult
Consult Claude specialist agents during implementation for codebase understanding, pattern checking, security review, debugging help, and more. Use this skill whenever you're unsure about conventions, stuck on a failure, or need expert input before writing code. Does not replace the formal review gates in agent-loops — this is for mid-implementation consultation. Use when this capability is needed.
- tomevault-io Bundle Run Experiment
Execute the complete experimental workflow - model optimization followed by evaluation - for all runs in a scaffolded experiment. Use after scaffold-experiment to submit jobs to SLURM. Use when this capability is needed.
- tomevault-io Bundle Sync Agents
Synchronize AGENTS.md content into all detected AI coding agent configurations. AGENTS.md is the universal source of truth — read natively by GitHub Copilot (Aug 2025+), OpenAI Codex, Cursor, Gemini CLI, and VS Code. Falls back to .github/copilot-instructions.md for repos that have not migrated yet. Use when asked to mirror AGENTS.md or .github/copilot-instructions.md into Claude, Cursor, Gemini, Windsurf, and related tooling. Use when this capability is needed.
Audited - tomevault-io Bundle Norifumi3 Cc Marketplace Agent Memory
Agent Memory
- tomevault-io Bundle Blender MCP
Control Blender directly from Hermes via socket connection to the blender-mcp addon. Create 3D objects, materials, animations, and run arbitrary Blender Python (bpy) code. Use when user wants to create or modify anything in Blender. Use when this capability is needed.
- tomevault-io Bundle Terminal Agent Improvement Loop
Run a benchmark-driven improvement loop for Con's terminal agent. Use when iterating on pane awareness, SSH/tmux behavior, coding-cli flows, benchmark scoring, or progress tracking across many runs. Use when this capability is needed.
- tomevault-io Bundle Nvidia Nemo Datadesigner Datadesigner
Data Designer Docs Maintenance
- tomevault-io Bundle MCP Apps TS
Develop MCP Apps hosts (AppBridge) and access comprehensive MCP Apps reference documentation. Covers host embedding, multi-server routing, sandbox security, and full API reference. Use when building chat applications that embed MCP App UIs, or when you need in-depth MCP Apps architecture/API knowledge without cloning ext-apps. Use when this capability is needed.
- tomevault-io Bundle Skilljack Docs
Complete documentation for the Skilljack MCP server - tools, prompts, resources, configuration, and architecture reference. Use when this capability is needed.
- tomevault-io Bundle Open Finance AI Agent Skills Template
My Skill Name
- tomevault-io Skill Agent Memory Patterns
永続エージェント向けメモリアーキテクチャパターン Use when this capability is needed.
- tomevault-io Skill Agentmail Integration
Integrate AgentMail API for AI agent email automation. Create and manage dedicated email inboxes, send and receive emails programmatically, handle email-based workflows with webhooks and real-time events. Use when Codex needs to set up agent email identity, send emails from agents, handle incoming email workflows, or replace traditional email providers like Gmail with agent-friendly infrastructure. Use when this capability is needed.
- tomevault-io Skill Aura Security Scanner
Scan AI agent skills for malware, credential theft, prompt injection, and dangerous permissions before installing them Use when this capability is needed.
Audited - tomevault-io Bundle Onboarding Agent
Interactive onboarding workflow that interviews users to understand their coding goals and generates PR-ready implementation plans. Use when starting a new development task to ensure clear requirements and structured execution. Use when this capability is needed.
- tomevault-io Bundle Setup Agent Team
Set up the Bun trigger server on a VM and configure GitHub Actions to trigger it on a schedule, on events, or manually. Use when this capability is needed.
- tomevault-io Bundle Baml Scaffolder
Automatically create BAML functions, types, and clients when user describes LLM integration needs. Use when user wants to build LLM functionality without knowing BAML syntax. Use when this capability is needed.
- tomevault-io Bundle Gitbutler Virtual Branches
This skill should be used when the user asks to "create a virtual branch", "assign file to branch", "work on multiple features simultaneously", "organize commits after coding", "use but commands", or mentions GitButler, virtual branches, parallel development without checkout, post-hoc commit organization, multi-agent concurrent development, or `--gitbutler`/`--but` flags. Use when this capability is needed.
- tomevault-io Bundle Inits
Analyze a codebase and create or improve an AGENTS.md file for future agent instances. Use when onboarding to a repository and capturing hard-to-rediscover conventions, constraints, and rationale. Use when this capability is needed.
- tomevault-io Bundle Ag UI
AG-UI protocol implementation guidance for event ordering (`RUN_STARTED`, `TOOL_CALL_*`, `STATE_SNAPSHOT`/`STATE_DELTA`), streaming semantics, and middleware patterns. Use when integrating agent backends with AG-UI clients. Use when this capability is needed.
- tomevault-io Bundle Command To Subagent
Use when converting a Ruly command to use subagent execution, when a command has heavy MCP/API logic that should be isolated, or when asked to "make this a subagent
- tomevault-io Bundle Paulkinlan Co Do Type Design Analyzer
Type Design Analyzer Agent
- tomevault-io Bundle Ark Devspace
Run Ark from cloned source using devspace 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 local-ai-models, querying-mlflow-metrics, creating-comment-response-actionview-entry. 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.