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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param087 Skill Ml DebuggingUse when a model won't learn, loss is NaN, metrics look too good/bad, or training is unstable. Provides a systematic decision tree for diagnosing data, optimization, and generalization failures.
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yangyuchen-work Skill Booking Appointment Agent预约与订位助手
- yangyuchen-work Skill Multi Agent Team
多智能体专业团队
- yangyuchen-work Skill Agent Orchestrator Showcase
编码任务编排中心（Agent Orchestrator）
- yangyuchen-work Skill 7 Sub Agent Night Parallel
7 子代理夜间并行
- yangyuchen-work Skill Multi Bot Multi Agent Matrix
多机器人多 Agent 矩阵
- yangyuchen-work Skill Skill Builder Prompt Workflow
技能构建提示词工厂
- yangyuchen-work Skill Multi Agent Brainstorm Workflow
多Agent头脑风暴
- yangyuchen-work Skill Agent Isolated Identity Bootstrap
Agent 隔离身份启动（独立账号边界）
- yangyuchen-work Skill Prompt Injection Defense Playbook
提示词注入防护清单
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zuoguyoupan2023 Bundle Elasticsearch AuditEnable, configure, and query Elasticsearch security audit logs. Use when the task involves audit logging setup, event filtering, or investigating security incidents like failed logins.
- zuoguyoupan2023 Skill Observability Edot Dotnet Instrument
Instrument a .NET application with the Elastic Distribution of OpenTelemetry (EDOT) .NET SDK for automatic tracing, metrics, and logs. Use when adding observability to a .NET service that has no existing APM agent.
- zuoguyoupan2023 Bundle Nemo Evaluator Plugin
Use when working on the Evaluator plugin CLI, jobs, SDK-backed specs, or plugin-owned Evaluator skills.
- zuoguyoupan2023 Bundle Kibana Streams
List, inspect, enable, disable, and resync Kibana Streams via the REST API. Use when the user needs stream details, ingest/query settings, queries, significant events, or attachments.
- zuoguyoupan2023 Skill Observability LLM Obs
Monitor LLMs and agentic apps: performance, token/cost, response quality, and workflow orchestration. Use when the user asks about LLM monitoring, GenAI observability, or AI cost/quality.
- zuoguyoupan2023 Skill DOCX Editing
Surgically edit existing (brownfield) .docx files with formatting preservation and tracked changes via the Safe-DOCX MCP server. Use when reading, searching, editing, commenting on, or comparing Word documents — not for from-scratch generation.
- zuoguyoupan2023 Skill Qdrant Model Migration
Guides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how to migrate vectors', 'how to update to a new model', 'zero-downtime model change', 'how to re-embed my data', or 'can I use two models at once'. Also use when upgrading model dimensions, switching providers, or A/B testing models.
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livus-ai Bundle Hello WorldA simple example skill that demonstrates the Agent Skills format. Use this as a template when creating new skills or to test that Skills MCP is working correctly.
- livus-ai Skill Swap Face
Swap the model's face in a product image with a different person's face. Use when user wants to show the same clothing on a different model.
- livus-ai Skill Change Pose
Change the pose/position of models in product images. Use when user wants to modify how a model is positioned or posed while wearing clothes.
- livus-ai Skill Remove Model
Remove the model from product images, leaving only the clothing on a clean background. Use for creating flat lay or ghost mannequin product shots.
- livus-ai Skill Change Scenario
Change the background/scenario of product images. Use when user wants to place the model and product in a different setting or environment.
- zuoguyoupan2023 Bundle Lean Ctx
Context Runtime for AI Agents — 67 MCP tools, 10 read modes, 60+ shell patterns, tree-sitter AST for 18 languages. Compresses LLM context by up to 99%. Use when reading files, running shell commands, searching code, or exploring directories. Auto-installs if not present.
- zuoguyoupan2023 Bundle Kibana Agent Builder
Create and manage Agent Builder agents and custom tools in Kibana. Use when asked to create, update, delete, test, or inspect agents or tools in Agent Builder.
- zuoguyoupan2023 Skill Agent Graphs
Create and manage agent graphs — directed graphs of configs connected by edges with handoff logic. Use when building multi-agent workflows where configs route to each other.
- zuoguyoupan2023 Skill Online Evals
Attach judges to config variations for automatic LLM-as-a-judge evaluation. Create custom judges, configure sampling rates, and monitor quality scores.
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kevinke93 Bundle Idea RefineRefines ideas iteratively. Refine ideas through structured divergent and convergent thinking. Use "idea-refine" or "ideate" to trigger.
- kevinke93 Skill Dev Agent
用精简流程帮你从想法进入 spec、design、build，并按需执行 QA 与发布门禁。
- kevinke93 Skill Code Simplification
Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it should be. Use when reviewing code that has accumulated unnecessary complexity.
- kevinke93 Skill Spec Driven Development
Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when requirements are unclear, ambiguous, or only exist as a vague idea.
- kevinke93 Skill Incremental Implementation
Delivers changes incrementally. Use when implementing any feature or change that touches more than one file. Use when you're about to write a large amount of code at once, or when a task feels too big to land in one step.
- kevinke93 Skill Git Workflow And Versioning
Structures git workflow practices. Use when making any code change. Use when committing, branching, resolving conflicts, or when you need to organize work across multiple parallel streams.
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dani-martin Bundle Wp MCPIngeniero WordPress senior conectado a cualquier sitio via MG Claude Connector. Desarrollo de plugins, temas, WooCommerce, seguridad, rendimiento y operaciones completas — todo desde lenguaje natural con backup automático y rollback.
- zuoguyoupan2023 Skill Vss Ask Video
Use to ask the VSS agent's video_understanding tool a fresh visual question about a recorded clip. Not for prior tool output, search hits, or metadata-answerable questions.
- zuoguyoupan2023 Bundle Unifapi
Use when working with UnifAPI public-data APIs or the UnifAPI MCP server: connecting OAuth MCP clients, discovering operations, calling social/search/scrape/news APIs, troubleshooting UnifAPI auth, or deciding between MCP OAuth and API-key fallback. Always use before asking for UnifAPI credentials or calling UnifAPI tools.
- zuoguyoupan2023 Bundle Skill Writer
Create, synthesize, and iteratively improve agent skills following the Agent Skills specification. Use when asked to "create a skill", "write a skill", "synthesize sources into a skill", "improve a skill from positive/negative examples", "update a skill", or "maintain skill docs and registration". Handles source capture, precision passes, authoring, registration, and validation.
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 ml-debugging, booking-appointment-agent, multi-agent-team. 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.