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 U9401066 Nsforge MCP Test Generator測試生成技能
- tomevault-io Bundle Generate Claude Md
CLAUDE.md, AGENTS.md, contributing-docs/, .claude/rules/ 파일을 가이드 원칙에 따라 생성하거나 업데이트한다. /generate-claude-md, CLAUDE.md 업데이트, AGENTS.md 갱신 요청 시 사용한다. Use when this capability is needed.
- tomevault-io Bundle Medsegagent Nnunet Runner
Inspect `nnUNet_results`, choose a deployed nnUNet task, and run or prepare segmentation inference. Use when a user wants to match a free-form target to deployed labels, select the right task, or run prediction and postprocessing. Use when this capability is needed.
- tomevault-io Bundle Env Update
环境更新触发：安装环境后调用 env-agent 更新文档。触发条件：执行了任何环境安装命令。 Use when this capability is needed.
- tomevault-io Bundle Vasallo94 Obsidianrag RAG Architect
RAG & LangGraph Architect
- tomevault-io Bundle AI LLM
Full LLM lifecycle skill — strategy selection, PEFT/LoRA, evaluation, and deployment. Use when building, fine-tuning, or operating LLM systems. Use when this capability is needed.
- tomevault-io Bundle AI RAG
RAG and search engineering — chunking, hybrid retrieval, reranking, and nDCG evaluation. Use when building retrieval-augmented generation pipelines. Use when this capability is needed.
- tomevault-io Bundle Canvas Discussion Facilitator
Discussion forum facilitator for Canvas LMS. Helps students and educators browse, read, reply to, and create discussion posts. Trigger phrases include "discussion posts", "reply to students", "check discussions", "forum participation", "post a discussion", or any discussion-related Canvas task. Use when this capability is needed.
- tomevault-io Bundle Vizra Adk Evaluation Framework
Test and evaluate AI agents with automated evaluations, assertions, and LLM-as-a-Judge patterns Use when this capability is needed.
- tomevault-io Bundle Collegue Toolkit
Guide complet des 12 outils MCP Collègue. Utilise cette skill pour savoir quel outil appeler selon la tâche (analyse de code, sécurité, DevOps, debugging). Invoque automatiquement quand l'utilisateur demande de l'aide sur un projet. Use when this capability is needed.
- tomevault-io Bundle Workspace Dex Open Agent Open Agent
Test-Driven Development
- tomevault-io Bundle Prompt Critique
Analyze your historical Claude Code prompts and get personalized feedback on how to improve your prompting technique Use when this capability is needed.
- tomevault-io Bundle Wpfleger96 AI Rules Prompt Engineer
Prompt Engineering Skill
- tomevault-io Bundle Tauri MCP Test Runner
Run Tauri MCP-driven E2E checks for VMark. Use when asked to execute or update automated UI flows that must use Tauri MCP tools (not browser DevTools), or when validating behavior in a running desktop session. Use when this capability is needed.
- tomevault-io Bundle Gh Pr Diff
Get the unified diff for a GitHub pull request. Use when the user wants to see code changes, review a diff, or understand what changed in a PR. Use when this capability is needed.
- tomevault-io Bundle Gh Pr List
List open pull requests in a GitHub repository. Use when the user wants to see PRs, check open pull requests, or browse PRs. Use when this capability is needed.
- tomevault-io Bundle Troubleshooter
Diagnoses and resolves evaluation failures, patch application errors, and Salesforce issues. The agent invokes this skill when debugging problems, investigating errors, or troubleshooting failures. Use when this capability is needed.
- tomevault-io Bundle Package NPM Nix
Package npm/TypeScript/Bun CLI tools for Nix. Use when creating Nix derivations for JavaScript/TypeScript tools from npm registry or GitHub sources, handling pre-built packages or source builds with dependency management. Use when this capability is needed.
- tomevault-io Bundle Textual Builder
Build Text User Interface (TUI) applications using the Textual Python framework (v0.86.0+). Use when creating terminal-based applications, prototyping card games or interactive CLIs, or when the user mentions Textual, TUI, or terminal UI. Includes comprehensive reference documentation, card game starter template, and styling guides. Use when this capability is needed.
- tomevault-io Bundle Working With Jj
Expert guidance for using JJ (Jujutsu) version control system. Use when working with JJ, whatever the subject. Operations, revsets, templates, debugging change evolution, etc. Covers JJ commands, template system, evolog, operations log, and interoperability with git remotes. Use when this capability is needed.
- tomevault-io Bundle Yutori API Monitor
Set up monitoring for API changes, changelogs, or documentation updates. Useful for tracking breaking changes in services you depend on. Use when this capability is needed.
- tomevault-io Bundle Openai Docs Skill
Query the OpenAI developer documentation via the OpenAI Docs MCP server using CLI (curl/jq). Use whenever a task involves the OpenAI API (Responses, Chat Completions, Realtime, etc.), OpenAI SDKs, ChatGPT Apps SDK, Codex, MCP integrations, endpoint schemas, parameters, limits, or migrations and you need up-to-date official guidance. Use when this capability is needed.
- tomevault-io Bundle Open Websearch Maintainer
Maintain and extend the open-websearch MCP server. Trigger when changing search engines, proxy or TLS behavior, tool registration, live parsing behavior, or compatibility and regression behavior inside this repository. Use when this capability is needed.
- tomevault-io Bundle Dj Phase Composer
Compose phase-based DJ lighting scenes from creative rules into executable direct and blender scene specs. Use when translating a DJ guide into LedFX scene blueprints, role ordering, or phase playlist flows. Use when this capability is needed.
- tomevault-io Bundle Adaptyvbio Protein Design Skills Esm
ESM2 Protein Language Model
- tomevault-io Bundle Fileio Swarm Advanced
Advanced File I/O and shared state management for Claude Code multi-agent swarm operations with atomic operations, conflict resolution, and concurrent access control Use when this capability is needed.
- tomevault-io Bundle Anp Agent
ANP 协议跨 Agent 调用技能。通过 did:wba 去中心化身份，调用 ANP 网络中的任意 Agent（如高德地图、酒店预订、快递查询等）。当用户提到 ANP、调用 Agent、订酒店、查快递、查地图、路线规划时触发此技能。 Use when this capability is needed.
- tomevault-io Bundle Agentculture Auntiepypi Agent Config
agent-config — surface a Culture agent's config in one view
- tomevault-io Bundle Agentevals Dev Agentevals Agentevals
Help the user understand what happened in a live streaming agent session.
- tomevault-io Bundle Agentsystemlabs Core Commit And Push
> **User-question protocol:** Whenever this skill needs the user to pick between options, confirm an action, or answer a multiple-choice prompt, you MUST call the `AskUserQuestion` tool to render a proper interactive picker. Do NOT print numbered options as plain text and wait for the user to type a number — that produces a degraded UX. Free-form questions (open-ended typing) may be asked in prose, but any time you would write "1) … 2) … 3) …", use `AskUserQuestion` instead.
- tomevault-io Bundle Fastapi Core Models
Create SQLAlchemy base model with UUID, timestamp, and soft delete mixins for FastAPI Use when this capability is needed.
- tomevault-io Bundle Studysolo MCP
StudySolo 官方 MCP Server（studysolo-mcp）的使用指南。当 AI 需要在 Claude Desktop / Cursor / Claude Code 等 MCP Host 中，通过结构化工具查询 StudySolo 账户、AI 使用数据、工作流元信息，或触发并等待工作流执行时，必须参考此技能。 Use when this capability is needed.
- tomevault-io Bundle Job Dashboard
Terminal dashboard — applications + outreach + follow-ups in one view. Snapshot in chat by default; `live` prints the npm run dashboard command for the interactive TUI (tabs, arrow-key nav, live reload). Proactively invoke this skill (do NOT answer conversationally) when the user asks "how am I doing", "what's my status", "give me the big picture", "show the dashboard", "overview", "summary of everything", "where are things at", "TUI", or invokes /job-dashboard. Prefer this over `/job-track` alone when the user wants the full-picture view. Use when this capability is needed.
- tomevault-io Bundle Amiable Dev LLM Council Council Gate
Council Gate Skill
- tomevault-io Bundle Hugin Scaffold
Generate starter files for a new Hugin agent Use when this capability is needed.
- tomevault-io Bundle AI LLM Skills Guide
Guide for AI Agents and LLM development skills including RAG, multi-agent systems, prompt engineering, memory systems, and context engineering. 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 u9401066--nsforge-mcp--test-generator, generate-claude-md, medsegagent-nnunet-runner. 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.