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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ncdevshiv Skill Posthog AutomationAutomate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas.
- ncdevshiv Skill Prompt Engineering
Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to improve prompts, learn prompting strategies, or debug agent behavior.
- ncdevshiv Skill 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 ...
- ncdevshiv Skill RAG Implementation
RAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking strategies, and retrieval optimization.
- ncdevshiv Skill Segment Automation
Automate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first for current schemas.
- ncdevshiv Skill Shopify Automation
Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas.
- ncdevshiv Skill Todoist Automation
Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas.
- ncdevshiv Skill Twitter Automation
Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas.
- ncdevshiv Skill Webflow Automation
Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas.
- ncdevshiv Skill Zendesk Automation
Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas.
- ncdevshiv Skill Agent Manager Skill
Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.
- ncdevshiv Skill AI Agents Architect
Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ...
- ncdevshiv Skill Airtable Automation
Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.
- ncdevshiv Skill Bamboohr Automation
Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas.
- ncdevshiv Skill Basecamp Automation
Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current schemas.
- ncdevshiv Skill Calendly Automation
Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search tools first for current schemas.
- ncdevshiv Skill Circleci Automation
Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas.
- ncdevshiv Skill Conversation Memory
Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history.
- ncdevshiv Skill Docusign Automation
Automate DocuSign tasks via Rube MCP (Composio): templates, envelopes, signatures, document management. Always search tools first for current schemas.
- ncdevshiv Skill Helpdesk Automation
Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas.
- ncdevshiv Skill Intercom Automation
Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. Always search tools first for current schemas.
- ncdevshiv Skill Linkedin Automation
Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for current schemas.
- ncdevshiv Skill Mixpanel Automation
Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current schemas.
- ncdevshiv Skill Postmark Automation
Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas.
- ncdevshiv Skill Telegram Automation
Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for current schemas.
- ncdevshiv Bundle Dotnet Backend Patterns
Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuratio...
- ncdevshiv Skill Freshservice Automation
Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas.
- ncdevshiv Skill Google Drive Automation
Automate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files, manage folders, share with permissions, and search across drives pr...
- ncdevshiv Skill Googlesheets Automation
Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically.
- ncdevshiv Skill Vector Database Engineer
Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar
- ncdevshiv Skill Activecampaign Automation
Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.
- ncdevshiv Skill Performance Testing Review Multi Agent Review
Use when working with performance testing review multi agent review
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diegosouzapw Bundle Bdistill Behavioral Xray V2 2Behavioral X-Ray workflow skill. Use this skill when the user needs X-ray any AI model's behavioral patterns \u2014 refusal boundaries, hallucination tendencies, reasoning style, formatting defaults. No API key needed and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Google Sheets Automation V2 2
Google Sheets workflow skill. Use this skill when the user needs Lightweight Google Sheets integration with standalone OAuth authentication. No MCP server required. Full read/write access and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Google Sheets Automation V3 2
Google Sheets workflow skill. Use this skill when the user needs Lightweight Google Sheets integration with standalone OAuth authentication. No MCP server required. Full read/write access and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Google Slides Automation V2 2
Google Slides workflow skill. Use this skill when the user needs Lightweight Google Slides integration with standalone OAuth authentication. No MCP server required. Full read/write access and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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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 posthog-automation, prompt-engineering, pydantic-models-py. 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.