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 Anthropic ExpertExpert on Anthropic Claude API, models, prompt engineering, function calling, vision, and best practices. Triggers on anthropic, claude, api, prompt, function calling, vision, messages api, embeddings Use when this capability is needed.
- tomevault-io Bundle External Code Review
Multi-phase code review using external AI models (Codex CLI, Gemini CLI, and Pi CLI) with parallel review agents. Use when user wants external model verification, multi-agent code analysis, or autonomous review with fixes. Triggers on requests like "external code review", "multi-agent review", "review with external models", "review with gemini", "review with pi", or "comprehensive code analysis". Use when this capability is needed.
- tomevault-io Bundle Customize Agents
Use when seeding a new repo with the shared Copilot setup — rewrites placeholder tokens in `.github/agents/*.agent.md` (and `instructions-local/*`) with this repo's actual project facts, then verifies no template leakage remains
- tomevault-io Bundle Smaqit Test Start
Start testing session with focused context. Use when beginning test workflows with the user-testing agent. Use when this capability is needed.
- tomevault-io Bundle Agent Performance Monitor
Agent skill for performance-monitor - invoke with $agent-performance-monitor Use when this capability is needed.
- tomevault-io Bundle Agent Workflow Automation
Agent skill for workflow-automation - invoke with $agent-workflow-automation Use when this capability is needed.
- tomevault-io Bundle Workflow Compiler
Compile visual workflow canvas to Google ADK Python code. Use when generating executable agent code from WorkflowCanvas data structures. Supports all ADK workflow patterns. Use when this capability is needed.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Python Pro
You are a senior Python developer with mastery of Python 3.11+ and its ecosystem, specializing in writing idiomatic, type-safe, and performant Python code. Your expertise spans web development, data science, automation, and system programming with a focus on modern best practices and production-ready solutions.
- tomevault-io Bundle Sammorrowdrums Remarkable MCP Remarkable MCP
reMarkable Tablet
- tomevault-io Bundle Research Assessor
Extracts and assesses research methodology, claims, and evidence from research papers in HASS disciplines. Evaluates transparency, replicability, and credibility through systematic extraction of research designs, methods, protocols, claims, and evidence using a six-pass iterative workflow.
- tomevault-io Bundle Update Ported Plugin
Updates previously-ported plugins when source plugins change or the target platform evolves Use when this capability is needed.
- tomevault-io Bundle Sequenzia Agent Tools Execute Tasks Windsurf
Execute Tasks (Windsurf)
- tomevault-io Bundle Orcanote Date
Guide for obtaining the date of a set of blocks in Orca Note, or a UNIX timestamp in seconds of now or today. Use when this capability is needed.
- tomevault-io Bundle Correct Git Commits No Exceptions
Enforce mature commit hygiene and documentation standards for long-lived projects. Trigger this skill automatically in ANY project before ANY commit creation, whether prompted by human, agent, or another skill; always do this, to ensure changesets are clean, tests pass, commit messages are terse and insightful, and all committed content is timeless rather than dependent on circumstantial context to cohere or be useful. Targets senior/staff engineer standards - no cruft, no debug statements, no transient language, no obvious comments. Maintains README accuracy and prevents documentation bloat. Use when this capability is needed.
- tomevault-io Bundle Phpunit Unit Test Adversarial Reviewing
Internal sub-skill. Do not auto-activate. Use only when explicitly invoked by name by another skill or agent. Use when this capability is needed.
- tomevault-io Bundle Building Agents Patterns
Best practices, patterns, and examples for building goal-driven agents. Includes pause/resume architecture, hybrid workflows, anti-patterns, and handoff to testing. Use when optimizing agent design. Use when this capability is needed.
- tomevault-io Bundle Instruments Profiling
Use when profiling native macOS or iOS apps with Instruments/xctrace. Covers correct binary selection, CLI arguments, exports, and common gotchas.
- tomevault-io Bundle Kb Stats
Pure-Python knowledge base statistics dashboard. Reads shelf-index and log.md; emits Inventory, Layer distribution, Domain distribution, Recent Activity, and Staleness sections. No agent dispatch. Read-only. Use when this capability is needed.
- tomevault-io Bundle Strands Review
Local preview of the strands-agents/devtools `/strands review` agent. Body is the upstream Task Reviewer SOP verbatim — do not paraphrase. Use when the user types `/strands-review`, asks for a "strands review" of a PR, or wants to anticipate what the remote `/strands review` GitHub Action will flag. Findings are close but not identical to the remote agent. Strongly prefer running this skill in a fresh-context subagent rather than inline — the SOP is long and reviewer judgment is more reliable when it isn't entangled with the parent conversation's prior context. Use when this capability is needed.
- tomevault-io Bundle Simulate
Run what-if scenarios to explore outcomes and test hypotheses. Use when evaluating alternatives, stress-testing designs, exploring edge cases, or predicting system behavior under different conditions. Use when this capability is needed.
- tomevault-io Bundle Write Ida Script
Write an IDAPython script using verified API workflows from the IDA SDK MCP server Use when this capability is needed.
- tomevault-io Bundle Opencode Ralph Loop
OpenCode iterative dev support Use when this capability is needed.
- tomevault-io Bundle Tanstack CLI
Project scaffolding CLI with 30+ integrations, custom templates, and MCP server for AI agents. Use when this capability is needed.
- tomevault-io Bundle MCP Feishu
当用户提供飞书 MCP URL 并请求配置时触发。将飞书 MCP 配置到 Claude Code 的 user scope。 Use when this capability is needed.
- tomevault-io Bundle Techwavedev Agi Agent Kit Agent Tool Builder
Agent Tool Builder
- tomevault-io Bundle AI Wrapper Product
Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov... Use when this capability is needed.
- tomevault-io Bundle Techwavedev Agi Agent Kit Cal Com Automation
Cal.com Automation via Rube MCP
- tomevault-io Bundle Claude Ally Health
Use when working with a health assistant skill for medical information analysis, symptom tracking, and wellness guidance.
- tomevault-io Bundle Claude Code Design
Answer questions about Claude Code / Anthropic agent design patterns (CLAUDE.md layering, skills anatomy, progressive disclosure, memory-first, orchestration, sub-agents, worktree isolation, Karpathy loop). Primary backend is a NotebookLM RAG over Anthropic design notebooks; falls back to bundled references when the notebook is not registered. Use when this capability is needed.
- tomevault-io Bundle Incident Responder
Expert SRE incident responder specializing in rapid problem resolution, modern observability, and comprehensive incident management. Use when this capability is needed.
- tomevault-io Bundle Infinite Gratitude
Multi-agent research skill for parallel research execution (10 agents, battle-tested with real case studies). Use when this capability is needed.
- tomevault-io Bundle Javascript Mastery
Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced patterns like async/await and functional p... Use when this capability is needed.
- tomevault-io Bundle M365 Agents Dotnet
Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication routing, and MSAL-based auth. Use when this capability is needed.
- tomevault-io Bundle Monorepo Architect
Expert in monorepo architecture, build systems, and dependency management at scale. Masters Nx, Turborepo, Bazel, and Lerna for efficient multi-project development. Use PROACTIVELY for monorepo setup, Use when this capability is needed.
- tomevault-io Bundle Pydantic Models Py
Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation ... Use when this capability is needed.
- tomevault-io Bundle Wireshark Analysis
This skill should be used when the user asks to \"analyze network traffic with Wireshark\", \"capture packets for troubleshooting\", \"filter PCAP files\", \"follow TCP/UDP streams\", \"dete... 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 anthropic-expert, external-code-review, customize-agents. 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.