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 Gologo13 Agent Skills Fix Git IssuesFix Git Issues
- tomevault-io Bundle Secops Setup Gemini
Helps the user configure the Google SecOps Remote MCP Server for Gemini CLI. Use this when the user asks to "set up" or "configure" the security tools for Gemini CLI. Use when this capability is needed.
- tomevault-io Bundle Agent Dx CLI Scale
Use when working with a scoring scale for evaluating how well a CLI is designed for AI agents, based on the "Rewrite Your CLI for AI Agents" principles.
- tomevault-io Bundle Gws Agent CLI Operations
Comprehensive instructions for executing tasks using the gws (Google Workspace) CLI or similar agent-first command-line tools. Use this skill when interacting with machine-readable CLIs to ensure safe mutations, enforce context window discipline, and avoid input hallucinations. Use when this capability is needed.
- tomevault-io Bundle Opus 4 5 Migration
Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to update their codebase, prompts, or API calls to use Opus 4.5. Handles model string updates and prompt adjustments for known Opus 4.5 behavioral differences. Does NOT migrate Haiku 4.5. Use when this capability is needed.
- tomevault-io Bundle Bio Proteomics Protein Inference
Protein grouping and inference from peptide identifications. Use when resolving protein ambiguity from shared peptides. Handles protein groups and protein-level FDR control using parsimony and probabilistic approaches. Use when this capability is needed.
- tomevault-io Bundle Dotnet Coder
You are a coder / agent working on a dotnet codebase using the C# language and / or using dotnet tooling. Use when this capability is needed.
- tomevault-io Bundle Graysurf Agent Kit Find And Fix Bugs
Find and Fix Bugs
- tomevault-io Bundle Usage Watcher
Reduce paid credit spend and rate-limit risk with deterministic usage analysis and budget guardrails. Use when planning high-volume agent work, reviewing recent burn, or setting lean/standard/surge operating caps. Use when this capability is needed.
- tomevault-io Bundle Agent Orchestrator
Top-level orchestration agent for all implementation work. Analyzes tasks, selects the right agents, coordinates multi-domain work, and ensures knowledge files stay in sync. Consult this agent before starting any non-trivial implementation. Manages ui-designer and web3-implementer as primary subagent trees, plus shared specialists. Use when this capability is needed.
- tomevault-io Bundle Autosnippet Devdocs
Generate and publish project Wiki documentation using autosnippet_wiki MCP tool (plan → write → finalize). Use when user says "generate wiki/docs", "write documentation", or agent needs to produce structured project documentation from the knowledge base. Use when this capability is needed.
- tomevault-io Bundle Autosnippet Recipes
Provides this project's Recipe-based context to the agent. Recipes are the project's standard knowledge (code patterns + usage guides + structured relations). Use when answering about project standards, Guard, conventions, or when suggesting code. Supports in-context lookup, terminal search (asd search), and on-demand semantic search via MCP tool autosnippet_search (mode=context).
- tomevault-io Bundle Heyvhuang Ship Faster MCP Cloudflare
Cloudflare MCP Skill
- tomevault-io Bundle Hikaruegashira Agent Skills Worktree
gh wt add <branch> でgit worktreeを作成します。
- tomevault-io Bundle Langgraph Master
Use when specifying or implementing LangGraph applications - from architecture planning and specification writing to actual code implementation. Also use for designing agent workflows or learning LangGraph patterns. This is a comprehensive guide for building AI agents with LangGraph, covering core concepts, architecture patterns, memory management, tool integration, and advanced features.
- tomevault-io Bundle Scholarag
Build PRISMA 2020-compliant systematic literature review systems with RAG-powered analysis in VS Code. Use when researcher needs automated paper retrieval (Semantic Scholar, OpenAlex, arXiv), AI-assisted PRISMA screening (50% or 90% threshold), vector database creation (ChromaDB), or research conversation interface. Supports knowledge_repository (comprehensive, 15K+ papers, teaching/exploration) and systematic_review (publication-quality, 50-300 papers, meta-analysis) modes. Conversation-first workflow with 7 stages. Use when this capability is needed.
- tomevault-io Bundle Sqlite Tools
SQLite 数据库工具集，用于操作 SQLite 数据库文件。支持 .db、.sqlite、.sqlite3、.vscdb 等常见扩展名。无需额外安装依赖，使用 Python 内置 sqlite3 模块。支持 Windows、macOS 和 Linux 平台。 Use when this capability is needed.
- tomevault-io Bundle Icerhymers Uc MCP Proxy Uc MCP Proxy
uc-mcp-proxy: Connect Claude to Databricks MCP Servers
- tomevault-io Bundle MCP Client
Universal MCP client for connecting to MCP servers with progressive disclosure. Use when you need to list MCP servers/tools or call an MCP tool against a server that is not already wired into the current agent runtime. Use when this capability is needed.
- tomevault-io Bundle MCP Config
Activate when setting up MCP servers, resolving MCP tool availability, or configuring fallbacks for MCP-dependent features. Configures and troubleshoots MCP (Model Context Protocol) integrations. Use when this capability is needed.
- tomevault-io Bundle Web Agent
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, or extract information from web pages.
- tomevault-io Bundle Transcribee
Transcribe YouTube videos and local audio/video files with speaker diarization. Use when user asks to transcribe a YouTube URL, podcast, video, or audio file. Outputs clean speaker-labeled transcripts ready for LLM analysis. Use when this capability is needed.
- tomevault-io Bundle Performance Profiler
Profile and optimize application performance. Use when diagnosing slow response times, detecting memory leaks, analyzing CPU hotspots, optimizing bundle size, or measuring Core Web Vitals. Use when this capability is needed.
- tomevault-io Bundle J4flmao Agent Skills Blockchain Web3
Blockchain Web3
- tomevault-io Bundle J4flmao Agent Skills Golang Patterns
Golang Patterns
- tomevault-io Bundle Mycelium Plan
Creates structured implementation plans with TDD task breakdown, dependency management, and capability assignment. Use when user says "plan this", "create a plan for [task]", "break down [feature]", "how should we implement [x]", "list all plans", or "switch to [plan]". Assigns best-fit agent, relevant skills, and model tier to each task using cached capabilities from context loading phase (Phase 0).
- tomevault-io Bundle Zod Docs
Local Zod documentation reference. Use when asked about Zod schema validation, TypeScript type inference, parsing, error handling, JSON Schema conversion, or schema composition. Use when this capability is needed.
- tomevault-io Bundle Agent Files Review
Review changes to AI-agent customization files (AGENTS.md, .github/copilot-instructions.md, *.instructions.md, *.prompt.md, *.agent.md, SKILL.md, the validator, the CI workflow). Use when asked to review or validate agent-file changes, fix CI failures from the agent-files workflow, or audit a draft of any of these files. Use when this capability is needed.
- tomevault-io Bundle AI Agent Development
Build production-ready AI agents with Microsoft Foundry and Agent Framework. Use when creating AI agents, selecting LLM models, implementing agent orchestration, adding tracing/observability, or evaluating agent quality. Covers agent architecture, model selection, multi-agent workflows, and production deployment. Use when this capability is needed.
- tomevault-io Bundle Burn Training
This skill should be used when the user asks about "training loop", "Learner", "metrics", "dataset", "dataloader", "checkpointing", "optimizer", "learning rate scheduler", "custom training", or Burn training workflows. Use when this capability is needed.
- tomevault-io Bundle Joogy06 Agent Foundry Visual Arbiter
visual-arbiter
- tomevault-io Bundle Proletariat
AI agent orchestration CLI — spawn, monitor, and manage coding agents in isolated git worktrees Use when this capability is needed.
- tomevault-io Bundle Chronary MCP
Chronary MCP Server — configure and use Chronary calendar tools in Claude Desktop, Cursor, VS Code, and Windsurf. Use when this capability is needed.
- tomevault-io Bundle 3dsmax MCP Dev
Rules, tool choices, and workflow patterns for AI agents working with 3ds Max via MCP. Covers the native C++ bridge, plugin introspection, scene organization, material workflows, and MAXScript pitfalls. Use when this capability is needed.
- tomevault-io Bundle MCP Server Go
Authoritative reference for building MCP (Model Context Protocol) servers in Go using the official Anthropic+Google SDK. Load when building or modifying an MCP server in this repo (currently `projects/pg-ai-stewards/cmd/stewards-mcp/`). Captures protocol shape, the Go SDK idioms, stdio transport gotchas, and Claude Code integration. Researched 2026-05 against the 2025-11-25 spec. Use when this capability is needed.
- tomevault-io Bundle Chatroom
Start the agent chatroom for real-time coordination between parallel agents. Use when spawning multiple agents that need to communicate or when you want to monitor agent activity. 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 gologo13--agent-skills--fix-git-issues, secops-setup-gemini, agent-dx-cli-scale. 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.